Michael Riegler

C. S. R. Drejer, M. Riegler, M. S. Johnson, P. Halvorsen and G. A. Baugerud

Live Streaming Technology and Online Child Sexual Exploitation and Abuse - A Scoping Review

Trauma, Violence, & Abuse

S. Ali, D. Jha, N. Ghatwary, S. Realdon, R. Cannizzaro, O. E. Salem, D. Lamarque, C. Daul, K. Anonsen, M. Riegler, K. V. Ånonsen, A. Petlund, P. Halvorsen, J. Rittscher, T. de Lange and J. E. East

A multi-center polyp detection and segmentation dataset for generalisability assessment

Nature Scientific Data

P. Nguyen, M. Dao, M. Riegler, R. U. Kiran, T. Dang, D. Le, K. Nguyen-Ly, T. Pham and V. Nguyen

Training Performance Indications for Amateur Athletes Based on Nutrition and Activity Lifelogs

Algorithms

H. L. Hammer, M. Riegler and H. Tjelmeland

Approximate Bayesian Inference Based on Expected Evaluation

Bayesian Analysis

R. K. Røed, G. A. Baugerud, S. Z. Hassan, S. S. Sabet, P. Salehi, M. Powell, M. Riegler, P. Halvorsen and M. S. Johnson

Enhancing Questioning Skills through Child Avatar Chatbot Training with Feedback

Frontiers in Psychology

A. Storås, O. E. Andersen, S. Lockhart, R. Thielemann, F. Gnesin, V. Thambawita, S. Hicks, J. Kanters, I. Strümke, P. Halvorsen and M. Riegler

Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis

Diagnostics

V. Monakhov, V. Thambawita, P. Halvorsen and M. Riegler

GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in Videos

Sensors

V. Thambawita, S. Hicks, A. Storås, T. Nguyen, J. M. Andersen, O. Witczak, T. B. Haugen, H. L. Hammer, P. Halvorsen and M. Riegler

VISEM-Tracking, a human spermatozoa tracking dataset

Scientific Data

H. H. Thunold and H. L. Hammer

A Deep Diagnostic Framework Using Explainable Artificial Intelligence and Clustering

Diagnostics

M. Boeker

Affect Recognition in Muscular Response Signals

IEEE Access

M. Q. Vo, T. Nguyen, M. Riegler and H. L. Hammer

Efficient Estimation of Generative Models using Tukey Depth

NA

M. A. Vu, T. Do, T. Nguyen, N. Phan, N. Chawla, P. Halvorsen, M. Riegler and B. T. Nguyen

Conditional expectation for missing data imputation

Information Science

S. Z. Hassan, S. S. Sabet, M. Riegler, G. A. Baugerud, H. Ko, P. Salehi, R. K. Røed, M. S. Johnson and P. Halvorsen

Enhancing investigative interview training using a child avatar system: a comparative study of interactive environments

Scientific Reports

A. Storås, F. Fineide, H. L. Hammer, A. Khan, M. Magnø, C. Xiangjung, P. Halvorsen, T. Utheim and M. Riegler

Using explainable artificial intelligence (XAI) to explore factors affecting meibomian gland (MG) dropout

ARVO Annual Meeting

A. Storås, M. Magnø, F. Fineide, B. Thiede, X. Chen, I. Strümke, P. Halvorsen, T. Utheim and M. Riegler

Identifying Important Proteins in Meibomian Gland Dysfunction with Explainable Artificial Intelligence

IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS2023)

T. Nguyen, A. Storås, V. Thambawita, S. Hicks, P. Halvorsen and M. Riegler

Multimedia datasets: challenges and future possibilities

International conference on multimedia modeling

A. Sharma, M. Stensen, E. Delbarre, M. Siddiqui, T. Haugen, M. Riegler and H. L. Hammer

Detecting human embryo cleavage stages using YOLO v5 object detection algorithm

Nordic Artificial Intelligence Research and Development

A. H. Z. Nik, M. Riegler, P. Halvorsen and A. Storås

Generation of Synthetic Tabular Healthcare Data Using Generative Adversarial Networks

International conference on multimedia modeling

M. Riegler, V. Thambawita, A. Chatterjee, T. Nguyen, S. Hicks, V. Telle-Hansen, S. A. Pettersen, D. Johansen, R. Jain and P. Halvorsen

ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset

International Conference on Multimedia Modeling (MMM)

F. Fineide, A. Storås, M. Riegler and T. Utheim

Predicting Meibomian Gland Dropout and Feature Importance Analysis with Explainable Artificial Intelligence

IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS2023)

F. Fineide, A. Storås, M. Magnø, H. L. Hammer, X. Chen, A. Khan, P. Halvorsen, T. Utheim and M. Riegler

Predicting the degree of meibomian gland dropout with artificial intelligence

ARVO Annual Meeting

P. H. Smedsrud, H. Espeland, T. J. D. Berstad, A. Petlund, T. de Lange, M. Riegler and P. Halvorsen

Man vs. AI: An in silico study of polyp detection performance

2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)

V. Thambawita, A. Storås, S. Hicks, P. Halvorsen and M. Riegler

MLC at HECKTOR 2022: The Effect and Importance of Training Data When Analyzing Cases of Head and Neck Tumors Using Machine Learning

Head and Neck Tumor Segmentation and Outcome Prediction: Third Challenge, HECKTOR 2022, Held in Conjunction with MICCAI 2022

R. Machacek, L. Mozaffari, Z. Sepasdar, S. Parasa, P. Halvorsen, M. Riegler and V. Thambawita

Mask-conditioned latent diffusion for generating gastrointestinal polyp images

ICDAR '23: Intelligent Cross-Data Analysis and Retrieval

T. Nguyen, R. Khadka, N. Phan, A. Yazidi, P. Halvorsen and M. Riegler

Combining datasets to improve model fitting

International Joint Conference on Neural Networks

T. Nguyen, H. T. Ly, M. Riegler, P. Halvorsen and H. L. Hammer

Principal Components Analysis based frameworks for efficient missing data imputation algorithms

Asian Conference on Intelligent Information and Database Systems

N. Pham, K. Vo, M. A. Vu, T. Nguyen, M. Riegler, P. Halvorsen and B. T. Nguyen

Correlation visualization under missing values: a comparison between imputation and direct parameter estimation methods

International Conference on Multimedia Modeling

V. Thambawita, S. Hicks, E. Jaouen, P. Halvorsen and M. Riegler

Smittestopp analytics: Analysis of position data

Smittestopp − A Case Study on Digital Contact Tracing

S. Z. Hassan, K. Ahmad, S. Hicks, P. Halvorsen, A. Al-Fuqaha, N. Conci and M. Riegler

Visual Sentiment Analysis from Disaster Images in Social Media

Sensors

P. Jakobsen, A. Stautland, M. Riegler, U. Côté-Allard, Z. Sepasdar, T. Nordgreen, J. Torresen, O. B. Fasmer and K. J. Oedegaard

Complexity and Variability Analyses of Motor Activity Distinguish Mood States in Bipolar Disorder

PLOS ONE

M. Boeker, M. Riegler, H. L. Hammer, P. Jakobsen and P. Halvorsen

Prediction of Schizophrenia from Activity Data using Hidden Markov Model Parameters

Neural Computing and Applications

V. Thambawita, S. Hicks, A. Storås, O. Witczak, J. M. Andersen, H. L. Hammer, P. Halvorsen, M. Riegler and H. B. Trine

Real-time deep learning based multi object tracking of spermatozoa in fresh samples

Human Reproduction

S. Hicks, V. Thambawita, A. Storås, T. B. Haugen, H. L. Hammer, P. Halvorsen, M. Riegler and M. H. Stensen

Automatic Tracking of the ICSI procedure using Deep Learning

Human Reproduction

S. Kulakou, N. Ragab, C. Midoglu, M. Boeker, D. Johansen, M. Riegler and P. Halvorsen

Exploration of Different Time Series Models for Soccer Athlete Performance Prediction

MDPI Engineering Proceedings

J. A. Alslie, A. B. Ovesen, T. S. Nordmo, H. D. Johansen, P. Halvorsen, M. Riegler and D. Johansen

Áika: A Distributed Edge System for AI Inference

Big Data and Cognitive Computing

S. Pontes-Filho, K. Olsen, A. Yazidi, M. Riegler, P. Halvorsen and S. Nichele

Towards the Neuroevolution of Low-level artificial general intelligence

Frontiers in Robotics and AI

A. Storås, I. Strümke, M. Riegler, J. Grauslund, H. L. Hammer, A. Yazidi, P. Halvorsen, K. G. Gundersen, T. P. Utheim and C. J. Jackson

Artificial intelligence in dry eye disease

The Ocular Surface

P. Salehi, S. Z. Hassan, M. Lammerse, S. S. Sabet, I. Riiser, R. K. Røed, M. S. Johnson, V. Thambawita, S. Hicks, M. Powell, M. E. Lamb, G. A. Baugerud, P. Halvorsen and M. Riegler

Synthesizing a Talking Child Avatar to Train Interviewers Working with Maltreated Children

Big Data and Cognitive Computing

A. Chatterjee, N. Pahari, A. Prinz and M. Riegler

Machine learning and ontology in eCoaching for personalized activity level monitoring and recommendation generation

Scientific Reports

A. Sharma, R. Kakulavarapu, V. Thambawita, M. Siddiqui, E. Delbarre, M. Riegler, H. L. Hammer and M. Stensen

Automating tracking of cell division for human embryo development in time lapse videos

Human Reproduction

F. Fineide, A. Storås, X. Chen, M. S. Magnø, A. Yazidi, M. Riegler and T. P. Utheim

Predicting an unstable tear film through artificial intelligence

Scientific Reports

W. Tavanapong, J. Oh, M. Riegler, M. I. Khaleel, B. Mitta and P. C. De Groen

Artificial Intelligence for Colonoscopy: Past, Present, and Future

IEEE Journal of Biomedical and Health Informatics

A. Srivastava, D. Jha, S. Chanda, U. Pal, H. Johansen, D. Johansen, M. Riegler, S. Ali and P. Halvorsen

MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation

IEEE Journal of Biomedical and Health Informatics

R. Khadka, D. Jha, S. Hicks, V. Thambawita, M. Riegler, S. Ali and P. Halvorsen

Meta-learning with implicit gradients in a few-shot setting for medical image segmentation

Computers in Biology and Medicine

N. K. Tomar, D. Jha, M. Riegler, H. D. Johansen, D. Johansen, J. Rittscher, P. Halvorsen and S. Ali

FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation

IEEE Transactions on Neural Networks and Learning Systems

S. S. Eide, M. Riegler, H. L. Hammer and J. B. Bremnes

Deep Tower Networks for Efficient Temperature Forecasting from Multiple Data Sources

Sensors

K. Radhika, D. Erwan, S. Mette, H. B. Trine and M. Riegler

Cell exclusion during human embryo development result in altered morphokinetic patterns up to morula formation

Human Reproduction

S. Hicks, I. Strümke, V. Thambawita, M. Hammou, M. Riegler, P. Halvorsen and S. Parasa

On evaluation metrics for medical applications of artificial intelligence

Scientific Reports

H. L. Hammer, A. Yazidi, M. Riegler and H. Rue

Efficient quantile tracking using an oracle

Applied Intelligence

V. Thambawita, P. Salehi, S. A. Sheshkal, S. Hicks, H. L. Hammer, S. Parasa, T. de Lange, P. Halvorsen and M. Riegler

SinGAN-Seg: Synthetic training data generation for medical image segmentation

PLOS ONE

T. S. Nordmo, O. Kvalsvik, S. O. Kvalsund, B. Hansen and M. Riegler

Fish AI: Sustainable Commercial Fishing

Nordic Machine Intelligence

A. Reinke, M. D. Tizabi, C. H. Sudre, M. Eisenmann, T. Rädsch, M. Baumgartner, L. Acion, M. Antonelli, T. Arbel, S. Bakas, P. Bankhead, A. Benis, J. Cardoso, V. Cheplygina, B. Cimini, G. S. Collins, K. Farahani, B. Glocker, P. Godau, F. Hamprecht, D. A. Hashimoto, D. Heckmann-Nötzel, M. M. Hoffmann, M. Huisman, F. Isensee, P. Jannin, C. E. Kahn, A. Karargyris, A. Karthikesalingam, B. Kainz, E. Kavur, H. Kenngott, J. Kleesiek, T. Kooi, M. Kozubek, A. Kreshuk, T. Kurc, B. A. Landman, G. Litjens, A. Madani, K. Maier-Hein, A. L. Martel, P. Mattson, E. Meijering, B. Menze, D. Moher, K. G. M. Moons, H. Müller, F. Nickel, J. Petersen, G. Polat, N. Rajpoot, M. Reyes, N. Rieke, M. Riegler, H. Rivaz, J. Saez-Rodriguez, C. S. Gutierrez, J. Schroeter, A. Saha, S. Shetty, B. Stieltjes, R. M. Summers, A. A. Taha, S. A. Tsaftaris, B. van Ginneken, G. Varoquaux, M. Wiesenfarth, Z. R. Yaniv, A. Kopp-Schneider, P. Jäger and L. Maier-Hein

Common Limitations of Image Processing Metrics: A Picture Story

S. Aneja, C. Midoglu, D. Dang-Nguyen, S. Khan, M. Riegler, P. Halvorsen, C. Bregler and B. Adsumilli

ACM Multimedia Grand Challenge on Detecting Cheapfakes

S. Hicks, A. Storås, M. Riegler, C. Midoglu, M. Hammou, T. de Lange, S. Parasa, P. Halvorsen and I. Strümke

Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations

A. Storås, M. Riegler, P. Halvorsen, A. Åsberg and I. Strümke

Predicting drug exposure in kidney transplanted patients using machine learning

G. A. Baugerud, M. Powell, M. Riegler, P. Halvorsen, M. E. Lamb, S. S. Sabet, S. Z. Hassan, P. Salehi, R. K. Røed and M. S. Johnson

Investigative Interviews using a Multimodal Virtual Avatar

American Psychology-Law Society Conference 2022

A. Husa, C. Midoglu, M. Hammou, P. Halvorsen and M. Riegler

HOST-ATS: Automatic Thumbnail Selection with Dashboard-Controlled ML Pipeline and Dynamic User Survey

Proceedings of the 13th ACM Multimedia Systems Conference (MMSys '22)

C. Midoglu, A. Storås, S. S. Sabet, M. Hammou, S. Hicks, I. Strümke, M. Riegler, C. Griwodz and P. Halvorsen

Experiences and Lessons Learned from a Crowdsourced-Remote Hybrid User Survey Framework

2022 IEEE International Symposium on Multimedia (ISM)

J. A. Fageren, V. Thambawita, A. Storås, S. Parasa, T. de Lange, P. Halvorsen and M. Riegler

PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps

IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS)

F. Jacobsen, S. Hicks, P. Halvorsen and M. Riegler

Estimating Predictive Uncertainty in Gastrointestinal Polyp Segmentation

2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS)

A. Chatterjee, N. Pahari, M. Riegler and A. Prinz

LSTM Step Prediction and Ontology-Based Recommendation Generation in Activity eCoaching

2022 18th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)

T. Nguyen, T. N. Phan, V. N. Nguyen, T. B. Nguyen, P. Halvorsen and M. Riegler

Parallel feature selection based on the trace ratio criterion

International Joint Conference on Neural Networks (IJCNN)

T. S. Nordmo, A. B. Ovesen, B. A. Juliussen, S. Hicks, V. Thambawita, H. D. Johansen, P. Halvorsen, M. Riegler and D. Johansen

Njord: a fishing trawler dataset

Proceedings of the 13th ACM Multimedia Systems Conference (MMSYS)

A. Sharma, R. Kakulavarapu, V. Thambawita, M. Siddiqui, E. Delbarre, M. Riegler, H. L. Hammer and M. Stensen

Automating tracking of cell division for human embryo development in time lapse videos

Human Reproduction

B. Torpmann-Hagen, V. Thambawita, K. Glette, P. Halvorsen and M. Riegler

Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation

2022 IEEE International Symposium on Multimedia (ISM)

S. Z. Hassan, S. S. Sabet, P. Salehi, H. Ko, I. Riiser, M. S. Johnson, G. A. Baugerud, M. Riegler and P. Halvorsen

A Comparative Study of Interactive Environments for Investigative Interview of A Virtual Child Avatar

IEEE international symposium on multimedia (ISM)

M. Hammou, C. Midoglu, S. Hicks, A. Storås, S. S. Sabet, I. Strümke, M. Riegler and P. Halvorsen

Huldra: A Framework for Collecting Crowdsourced Feedback on Multimedia Assets

Proceedings of the 13th ACM Multimedia Systems Conference (MMSys '22)

A. Husa, C. Midoglu, M. Hammou, S. Hicks, D. Johansen, T. Kupka, M. Riegler and P. Halvorsen

Automatic Thumbnail Selection for Soccer Videos using Machine Learning

Proceedings of the 13th ACM Multimedia Systems Conference (MMSys '22)

A. Storås, I. Strümke, M. Riegler and P. Halvorsen

Explainability methods for machine learning systems for multimodal medical datasets: research proposal

ACM Multimedia Systems (MMSys) Conference

A. H. M. Ahmed, M. Riegler, S. Hicks and A. Elmokashfi

RCAD:Real-time Collaborative Anomaly Detection System for Mobile Broadband Networks

ACM SIGKDD Conference on Knowledge Discovery and Data Mining

A. Reinke, E. Christodoulou, B. Glocker, P. Scholz, F. Isensee, J. Kleesiek, M. Kozubek, M. Reyes, M. Riegler and M. M. Consortium

Metrics Reloaded - A new recommendation framework for biomedical image analysis validation

Medical Imaging with Deep Learning

A. Chatterjee, A. Prinz and M. Riegler

Prediction Modeling in Activity eCoaching for Tailored Recommendation Generation: A Conceptualization

International Symposium on Medical Measurements and Applications (MeMeA)

A. Storås, M. Riegler, T. B. Haugen, V. Thambawita, S. Hicks, H. L. Hammer, R. Kakulavarapu, P. Halvorsen and M. Stensen

Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure

NAIS: Symposium of the Norwegian AI Society

A. Storås, A. Åsberg, P. Halvorsen, M. Riegler and I. Strümke

Predicting Tacrolimus Exposure in Kidney Transplanted Patients Using Machine Learning

35th IEEE CBMS International Symposium on Computer-Based Medical Systems

M. Dao, M. Riegler, D. Dang-Nguyen, C. Gurrin, Y. Nakashima and M. Dong

ICDAR’22: Intelligent Cross-Data Analysis and Retrieval

2022 International Conference on Multimedia Retrieval

S. Z. Hassan, P. Salehi, R. K. Røed, P. Halvorsen, G. A. Baugerud, M. S. Johnson, P. Lison, M. Riegler, M. E. Lamb, C. Griwodz and S. S. Sabet

Towards an AI-driven talking avatar in virtual reality for investigative interviews of children

GameSys '22: Proceedings of the 2nd Workshop on Games Systems

D. Jha, A. Rauniyar, H. D. Johansen, D. Johansen, M. Riegler, P. Halvorsen and U. Bagci

Video Analytics in Elite Soccer: A Distributed Computing Perspective

IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM)

P. Salehi, S. Z. Hassan, S. S. Sabet, G. A. Baugerud, M. S. Johnson, P. Halvorsen and M. Riegler

Is More Realistic Better? A Comparison of Game Engine and GAN-based Avatars for Investigative Interviews of Children

ICDAR '22: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval

S. S. Sabet, C. Midoglu, S. Z. Hassan, P. Salehi, M. Riegler, C. Griwodz and P. Halvorsen

Comparison of Crowdsourced and Remote Subjective User Studies: A Case Study of Investigative Child Interviews

The 14th International Conference on Quality of Multimedia Experience

S. Z. Hassan, P. Salehi, M. Riegler, M. S. Johnson, G. A. Baugerud, P. Halvorsen and S. S. Sabet

Virtual Reality Talking Avatar for Investigative Interviews of Maltreat Children

19th International Conference on Content-based Multimedia Indexing

M. Lammerse, S. Z. Hassan, S. S. Sabet, M. Riegler and P. Halvorsen

Human vs. GPT-3: The challenges of extracting emotions from child responses

The 14th International Conference on Quality of Multimedia Experience

S. S. Sabet, R. Eg, K. Raaen, M. Qasim, M. Riegler and P. Halvorsen

When Every Millisecond Counts: The Impact of Delay in VR Gaming

The 14th International Conference on Quality of Multimedia Experience

V. Thambawita, S. Hicks, A. Storås, J. M. Andersen, O. Witczak, T. B. Haugen, H. L. Hammer, T. Nguyen, P. Halvorsen and M. Riegler

Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa

MediaEval 2022

O. Lysne, I. Strümke and M. Riegler

Data samlet fra åpne kilder er ikke ufarlig

A. Storås, I. Strümke, M. Riegler and P. Halvorsen

Explainable Artificial Intelligence in Medicine

Nordic AI Meet 2022

M. Boeker, M. Riegler, H. L. Hammer, P. Halvorsen, O. B. Fasmer and P. Jakobsen

Diagnosing Schizophrenia from Activity Records using Hidden Markov Model Parameters

2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS)2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS)

I. Strümke, S. Hicks, V. Thambawita, D. Jha, S. Parasa, M. Riegler and P. Halvorsen

Artificial Intelligence in Gastroenterology

Artificial Intelligence in Medicine

J. K. Kanters, S. Hicks, J. L. Isaksen, N. Grarup, N. H. Rathlou, J. Ghouse, G. Ahlberg, M. S. Olesen, A. Linneberg, C. Ellervik, P. Halvorsen and M. Riegler

Deep learning neural network can measure ECG intervals and amplitudes accurately

Journal of Electrocardiology

J. O. Valand, H. Kadragic, S. Hicks, V. Thambawita, C. Midoglu, T. Kupka, D. Johansen, M. Riegler and P. Halvorsen

AI-Based Video Clipping of Soccer Events

Machine Learning and Knowledge Extraction

O. A. N. Rongved, M. Stige, S. Hicks, V. Thambawita, C. Midoglu, E. Zouganeli, D. Johansen, M. Riegler and P. Halvorsen

Automated Event Detection and Classification in Soccer: The Potential of Using Multiple Modalities

Machine Learning and Knowledge Extraction

A. H. M. Ahmed

Predicting High Delays in Mobile Broadband Networks

IEEE Access

C. Midoglu, K. Kousias, Ö. Alay, A. Lutu, A. Argyriou, M. Riegler and C. Griwodz

Large scale “speedtest” experimentation in Mobile Broadband Networks

Computer Networks

D. Jha, S. Ali, N. K. Tomar, H. D. Johansen, D. Johansen, J. Rittscher, M. Riegler and P. Halvorsen

Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning

IEEE Access

D. Jha, S. Ali, S. Hicks, V. Thambawita, H. Borgli, P. H. Smedsrud, T. de Lange, K. Pogorelov, X. Wang, P. Harzig, M. Tran, W. Meng, T. Hoang, D. Dias, T. H. Ko, T. Agrawal, O. Ostroukhova, Z. Khan, M. A. Tahir, Y. Liu, Y. Chang, M. Kirkerød, D. Johansen, M. Lux, H. D. Johansen, M. Riegler and P. Halvorsen

A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging

Medical Image Analysis

S. Hicks, J. L. Isaksen, V. Thambawita, J. Ghouse, G. Ahlberg, A. Linneberg, N. Grarup, I. Strümke, C. Ellervik, M. S. Olesen, T. Hansen, C. Graff, N. Holstein-Rathlou, P. Halvorsen, M. Maleckar, M. Riegler and J. K. Kanters

Explaining deep neural networks for knowledge discovery in electrocardiogram analysis

Scientific Reports

P. H. Smedsrud, V. Thambawita, S. Hicks, H. Gjestang, O. O. Nedrejord, E. Næss, H. Borgli, D. Jha, T. J. D. Berstad, S. L. Eskeland, M. Lux, H. Espeland, A. Petlund, D. T. D. Nguyen, E. Garcia-Ceja, D. Johansen, P. T. Schmidt, E. Toth, H. L. Hammer, T. de Lange, M. Riegler and P. Halvorsen

Kvasir-Capsule, a video capsule endoscopy dataset

Scientific Data

O. A. N. Rongved, S. Hicks, V. Thambawita, H. K. Stensland, E. Zouganeli, D. Johansen, C. Midoglu, M. Riegler and P. Halvorsen

Using 3D Convolutional Neural Networks for Real-time Detection of Soccer Events

International Journal of Semantic Computing

A. Kolevatova, M. Riegler, F. Cherubini, X. Hu and H. L. Hammer

Unraveling the Impact of Land Cover Changes on Climate using Machine Learning and Explainable Artificial Intelligence

Big Data and Cognitive Computing

A. B. Ovesen, T. S. Nordmo, H. D. Johansen, M. Riegler, P. Halvorsen and D. Johansen

File System Support for Privacy-Preserving Analysis and Forensics in Low-Bandwidth Edge Environments

Information

V. Thambawita, J. L. Isaksen, S. Hicks, J. Ghouse, G. Ahlberg, A. Linneberg, N. Grarup, C. Ellervik, M. S. Olesen, T. Hansen, C. Graff, N. Holstein-Rathlou, I. Strümke, H. L. Hammer, M. Maleckar, P. Halvorsen, M. Riegler and J. K. Kanters

DeepFake electrocardiograms: the key for open science for artificial intelligence in medicine

Scientific Reports

M. Riegler, M. H. Stensen, O. Witczak, J. M. Andersen, S. Hicks, H. L. Hammer, E. Delbarre, P. Halvorsen, A. Yazidi, N. Holst and T. B. Haugen

Artificial intelligence in the fertility clinic: status, pitfalls and possibilities

Human Reproduction

V. Thambawita, J. L. Isaksen, S. Hicks, J. Ghouse, G. Ahlberg, A. Linneberg, N. Grarup, C. Ellervik, M. S. Olesen, T. Hansen, C. Graff, N. Holstein-Rathlou, I. Strümke, H. L. Hammer, M. Maleckar, P. Halvorsen, M. Riegler and J. K. Kanters

DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine

Nature Scientific Reports

V. Thambawita, I. Strümke, S. Hicks, P. Halvorsen, S. Parasa and M. Riegler

Impact of Image Resolution on Deep Learning Performance in Endoscopy Image Classification: An Experimental Study Using a Large Dataset of Endoscopic Images

Diagnostics

H. Svennevik, M. Riegler, S. Hicks, T. Storelvmo and H. L. Hammer

Prediction of Cloud Fractional Cover Using Machine Learning

Big Data and Cognitive Computing

S. Hicks, D. Jha, V. Thambawita, P. Halvorsen, B. Singstad, S. Gaur, K. Pettersen, M. Goodwin, S. Parasa, T. de Lange and M. Riegler

MedAI: Transparency in Medical Image Segmentation

Nordic Machine Intelligence

A. Sharma, T. Haugen, H. L. Hammer, M. Riegler and M. Stensen

Towards better explainable deep learning models for embryo selection in ART

Human Reproduction

D. Jha, P. H. Smedsrud, D. Johansen, T. de Lange, H. D. Johansen, P. Halvorsen and M. Riegler

A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation

IEEE Journal of Biomedical and Health Informatics

S. Aneja, C. Midoglu, D. Dang-Nguyen, M. Riegler, P. Halvorsen, M. Niessner, B. Adsumilli and C. Bregler

MMSys'21 Grand Challenge on Detecting Cheapfakes

A. S. K. Bekkelund, H. Lovett, T. Tennøe, D. Nassehi, H. M. Brøgger, M. Riegler, E. Fosse and S. Madsen

KUNSTIG INTELLIGENS I KLINIKKEN - Seks trender for fremtidens helsetjeneste

T. B. Haugen, S. Hicks, O. Witczak, J. M. Andersen, L. Bjørndal, M. Riegler and M. H. Stensen

Assessment of sperm motility according to WHO classification using convolutional neural networks

V. Thambawita, T. B. Haugen, M. Stensen, O. Witczak, H. L. Hammer, P. Halvorsen and M. Riegler

Identification of spermatozoa by unsupervised learning from video data

37th Virtual Annual Meeting of the European Society of Human Reproduction and Embryology (ESHRE)

V. Thambawita, I. Strümke, S. Hicks, M. Riegler, P. Halvorsen and S. Parasa

Data Augmentation Using Generative Adversarial Networks For Creating Realistic Artificial Colon Polyp Images

DDW 2021

V. Thambawita, S. Hicks, I. Strümke, M. Riegler, P. Halvorsen and S. Parasa

Impact of Image Resolution on Convolutional Neural Networks Performance in Gastrointestinal Endoscopy

DDW 2021

V. Thambawita, S. Hicks, P. Halvorsen and M. Riegler

DivergentNets: Medical Image Segmentation by Network Ensemble

EndoCV

V. Thambawita, S. Hicks, J. Isaksen, M. H. Stensen, T. B. Haugen, J. Kanters, S. Parasa, T. de Lange, H. D. Johansen, D. Johansen, H. L. Hammer, P. Halvorsen and M. Riegler

DeepSynthBody: the beginning of the end for data deficiency in medicine

The International Conference on Applied Artificial Intelligence (ICAPAI)

D. Jha, N. K. Tomar, S. Ali, M. Riegler, H. D. Johansen, D. Johansen, T. de Lange and P. Halvorsen

NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy

34th IEEE CBMS International Symposium on Computer-Based Medical Systems

G. A. Baugerud, M. S. Johnson, R. K. Røed, M. E. Lamb, M. Powell, V. Thambawita, S. Hicks, P. Salehi, S. Z. Hassan, P. Halvorsen and M. Riegler

Multimodal Virtual Avatars for Investigative Interviews with Children

Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR '21)

D. Jha, S. Ali, N. K. Tomar, M. Riegler, D. Johansen, H. D. Johansen and P. Halvorsen

Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy

2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

T. S. Nordmo, A. B. Ovesen, H. D. Johansen, M. Riegler, P. Halvorsen and D. Johansen

Dutkat: A Multimedia System for Catching Illegal Catchers in a Privacy-Preserving Manner

Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR'21)

S. Hicks, A. Stautland, O. B. Fasmer, W. Frøland, H. L. Hammer, P. Halvorsen, K. Mjeldheim, K. J. Oedegaard, B. Osnes, V. E. G. Syrstad, M. Riegler and P. Jakobsen

HYPERAKTIV: An Activity Dataset from Patients with Attention-Deficit/Hyperactivity Disorder (ADHD)

Proceedings of the 12th ACM Multimedia Systems Conference (MMSys '21)

S. S. Eide, M. Riegler, H. L. Hammer and J. B. Bremnes

Temperature Forecasting using Tower Networks

Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval

M. Riegler, D. Johansen, B. A. Juliussen, T. S. Nordmo, A. B. Ovesen, P. Halvorsen, H. D. Johansen and J. P. Rui

Njord: An out-in-the-wild real world fish vessel catch analysis dataset

Arctic Frontiers

D. Johansen, B. A. Juliussen, T. S. Nordmo, A. B. Ovesen, P. Halvorsen, H. D. Johansen, M. Riegler and J. P. Rui

Sustainable Commercial Fishing: Digital Inspectors to the Rescue

Arctic Frontiers

J. Valand, H. Kadragic, S. Hicks, V. Thambawita, C. Midoglu, T. Kupka, D. Johansen, M. Riegler and P. Halvorsen

Automated Clipping of Soccer Events using Machine Learning

IEEE International Symphosium of Multimedia (ISM)

D. Jha, S. Ali, K. Emanuelsen, S. Hicks, V. Thambawita, E. Garcia-Ceja, M. Riegler, T. de Lange, P. T. Schmidt, H. D. Johansen, D. Johansen and P. Halvorsen

Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy

27th International Conference on Multimedia Modeling

N. K. Tomar, D. Jha, S. Ali, H. D. Johansen, D. Johansen, M. Riegler and P. Halvorsen

DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation

25th International Conference on Pattern Recognition

E. Garcia-Ceja, V. Thambawita, S. Hicks, D. Jha, P. Jakobsen, H. L. Hammer, P. Halvorsen and M. Riegler

HTAD: A Home-Tasks Activities Dataset with Wrist-accelerometer and Audio Features

27th International Conference on Multimedia Modeling

A. Srivastava, S. Chanda, D. Jha, M. Riegler, P. Halvorsen, D. Johansen and U. Pal

PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation

Proc. of 2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART)

S. Hicks, D. Jha, V. Thambawita, H. L. Hammer, T. de Lange, S. Parasa, M. Riegler and P. Halvorsen

Medico Multimedia Task at MediaEval 2021: Transparency in Medical Image Segmentation

Mediaeval Medico 2021

S. Z. Hassan, K. Ahmad, M. Riegler, S. Hicks, N. Conci, P. Halvorsen and A. Al-Fuqaha

Visual Sentiment Analysis: A Natural Disaster Use-case Task at MediaEval 2021

MediaEval 2021

N. P. P. TzavaraTzavara and B. Singstad

Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy Images

Nordic Machine Intelligence

K. Kousias, A. Pappas, Ö. Alay, A. Argyriou and M. Riegler

Long short term memory networks for bandwidth forecasting in mobile broadband networks under mobility

arXiv preprint arXiv:2011.10563

V. Thambawita, D. Jha, H. L. Hammer, H. D. Johansen, D. Johansen, P. Halvorsen and M. Riegler

An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning applied to Gastrointestinal Tract Abnormality Classification

ACM Transactions on Computing for Healthcare

H. Borgli, V. Thambawita, P. H. Smedsrud, S. Hicks, D. Jha, S. L. Eskeland, K. R. Randel, K. Pogorelov, M. Lux, D. T. D. Nguyen, D. Johansen, C. Griwodz, H. K. Stensland, E. Garcia-Ceja, P. T. Schmidt, H. L. Hammer, M. Riegler, P. Halvorsen and T. de Lange

HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy

Scientific Data

F. M. Noori, M. Riegler, M. Z. Uddin and J. Torresen

Human Activity Recognition from Multiple Sensors Data Using Multi-fusion Representations and CNNs

ACM Transactions on Multimedia Computing, Communications, and Applications

P. Jakobsen, E. Garcia-Ceja, M. Riegler, L. A. Stabell, T. Nordgreen, J. Torresen, O. B. Fasmer and K. J. Oedegaard

Applying machine learning in motor activity time series of depressed bipolar and unipolar patients compared to healthy controls

PLOS ONE

E. Garcia-Ceja, B. Morin, A. Aguilar-Rivera and M. Riegler

A Genetic Attack Against Machine Learning Classifiers to Steal Biometric Actigraphy Profiles from Health Related Sensor Data

Journal of Medical Systems

T. Roß, A. Reinke, P. M. Full, M. Wagner, H. Kenngott, M. Apitz, H. Hempe, D. M. Filimon, P. Scholz, T. N. Tran, P. Bruno, P. A. ́. aez, G. Bin Bian, S. Bodenstedt, J. L. Bolmgren, L. B. ́. anchez, H. Bin Chen, C. G. ́. alez, D. Guo, P. Halvorsen, P. Heng, E. Hosgor, Z. Hou, F. Isensee, D. Jha, T. Jiang, Y. Jin, K. Kirtac, S. Kletz, S. Leger, Z. Li, K. H. Maier-Hein, Z. Ni, M. Riegler, K. Schoeffmann, R. Shi, S. Speidel, M. Stenzel, I. Twick, G. Wang, i. Wang, L. Wang, L. Wang, Y. Zhang, Y. Zhou, L. Zhu, M. Wiesenfarth, A. Kopp-Schneider, B. P. M. ̈. uller-Stich and L. Maier-Hein

Comparative validation of multi-instance instrument segmentation in endoscopy: results of the ROBUST-MIS 2019 challenge

Medical Image Analysis

S. Hicks, T. B. Haugen, M. Iliceto, H. L. Hammer, J. M. Andersen, O. Witczak, M. Riegler and M. Stensen

Big data is not always better – prediction of live birth using machine learning on time-lapse videos of human embryos

D. Jha, M. Riegler, D. Johansen, P. Halvorsen and H. D. Johansen

DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation

CBMS 2020: International Symposium on Computer-Based Medical Systems

H. Svoren, V. Thambawita, P. Halvorsen, P. Jakobsen, E. Garcia-Ceja, F. M. Noori, H. L. Hammer, M. Lux, M. Riegler and S. Hicks

Toadstool: A Dataset for Training Emotional IntelligentMachines Playing Super Mario Bros

The ACM Multimedia Systems Conference (MMSys)

V. Thambawita, S. Hicks, H. Borgli, H. K. Stensland, D. Jha, M. K. Svensen, S. Pettersen, D. Johansen, H. D. Johansen, S. D. Pettersen, S. Nordvang, S. Pedersen, A. Gjerdrum, T. Grønli, P. M. Fredriksen, R. Eg, K. Hansen, S. Fagernes, C. Claudi, A. Biørn-Hansen, D. T. D. Nguyen, T. Kupka, H. L. Hammer, R. Jain, M. Riegler and P. Halvorsen

PMData: a sports logging dataset

Proceedings of the 11th ACM Multimedia Systems Conference

D. Jha, P. H. Smedsrud, M. Riegler, P. Halvorsen, H. D. Johansen, T. de Lange and D. Johansen

Kvasir-SEG: A Segmented Polyp Dataset

International Conference on Multimedia Modeling

B. Ionescu, H. Müller, R. Péteri, D. Dang-Nguyen, L. Zhou, L. Piras, M. Riegler, P. Halvorsen, M. Tran, M. Lux, C. Gurrin, J. Chamberlain, A. Clark, A. Campello, A. G. S. de Herrera, A. Ben Abacha, V. Datla, S. A. Hasan, J. Liu, D. Demner-Fushman, O. Pelka, C. M. Friedrich, Y. D. Cid, S. Kozlovski, V. Liauchuk, V. Kovalev, R. Berari, P. Brie, D. Fichou, M. Dogariu, L. D. Stefan and M. G. Constantin

ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications

European Conference on Information Retrieval

S. Hicks, V. Thambawita, H. L. Hammer, T. B. Haugen, J. M. Andersen, O. Witczak, P. Halvorsen and M. Riegler

ACM Multimedia BioMedia 2020 Grand Challenge Overview

Proceedings of the 28th ACM International Conference on Multimedia

O. A. N. Rongved, S. Hicks, V. Thambawita, H. K. Stensland, E. Zouganeli, D. Johansen, M. Riegler and P. Halvorsen

Real-Time Detection of Events in Soccer Videos using 3D Convolutional Neural Networks

2020 IEEE International Symposium on Multimedia (ISM)

S. Hicks, D. Jha, V. Thambawita, P. Halvorsen, H. L. Hammer and M. Riegler

The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy

25th International Conference on Pattern Recognition (ICPR)

V. Thambawita, S. Hicks, P. Halvorsen and M. Riegler

Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus

MediaEval 2020

O. O. Nedrejord, V. Thambawita, S. Hicks, P. Halvorsen and M. Riegler

Vid2Pix - A Framework for Generating High-Quality Synthetic Videos

2020 IEEE International Symposium on Multimedia (ISM)

C. Wu, C. Hsu, T. Kuo, C. Griwodz, M. Riegler, G. Morin and C. Hsu

PCC arena: a benchmark platform for point cloud compression algorithms

MMSys '20: 11th ACM Multimedia Systems ConferenceProceedings of the 12th ACM International Workshop on Immersive Mixed and Virtual Environment Systems

P. Jakobsen, E. Garcia-Ceja, L. A. Stabell, K. J. Oedegaard, J. O. Berle, V. Thambawita, S. Hicks, P. Halvorsen, O. B. Fasmer and M. Riegler

PSYKOSE: A Motor Activity Database of Patients with Schizophrenia

2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS)

C. W. Chen, R. Cucchiara, X. Hua, G. Qi, E. Ricci, Z. Zhang, R. Zimmermann, F. Yu, D. Wang, H. Wang, T. Ren, J. Tang, G. Wu, J. Chen and M. Riegler

Reproducibility Companion Paper: Instance of Interest Detection

Proceedings of the 28th ACM International Conference on Multimedia

C. W. Chen, R. Cucchiara, X. Hua, G. Qi, E. Ricci, Z. Zhang, R. Zimmermann, T. Hoang, T. Do, N. Cheung, M. Riegler and J. Zahálka

Reproducibility Companion Paper: Selective Deep Convolutional Features for Image Retrieval

Proceedings of the 28th ACM International Conference on Multimedia

V. Ninh, T. Le, L. Zhou, L. Piras, M. Riegler, P. Halvorsen, M. Tran, M. Lux, C. Gurrin and D. Dang-Nguyen

Overview of ImageCLEF lifelog 2020: lifelog moment retrieval and sport performance lifelog

CLEF2020

T. Le, V. Ninh, L. Zhou, M. Nguyen-Ngoc, H. Trinh, N. Tran, L. Piras, M. Riegler, P. Halvorsen and M. Lux

Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data

CLEF2020

H. D. Johansen, D. Johansen, T. Kupka, M. Riegler and P. Halvorsen

Scalable Infrastructure for Efficient Real-Time Sports Analytics

Companion Publication of the 2020 International Conference on Multimodal Interaction

D. Jha, S. Hicks, K. Emanuelsen, H. D. Johansen, D. Johansen, T. de Lange, M. Riegler and P. Halvorsen

Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation

Medico MediaEval 2020

D. Jha, A. Yazidi, M. Riegler, D. Johansen, H. D. Johansen and P. Halvorsen

LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification

The Joint International Conference PDCAT-PAAP 2020

B. Ionescu, H. Müller, R. Péteri, A. Ben Abacha, V. Datla, S. A. Hasan, D. Demner-Fushman, S. Kozlovski, V. Liauchuk, Y. D. Cid, V. Kovalev, O. Pelka, C. M. Friedrich, A. G. S. de Herrera, V. Ninh, T. Le, L. Zhou, L. Piras, M. Riegler, P. Halvorsen, M. Tran, M. Lux, C. Gurrin, D. Dang-Nguyen, J. Chamberlain, A. Clark, A. Campello, D. Fichou, R. Berari, P. Brie, M. Dogariu, L. D. Stefan and M. G. Constantin

Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications

CLEF 2020

D. Jha, S. Ali, K. Emanuelsen, S. Hicks, V. Thambawita, E. Garcia-Ceja, M. Riegler, T. de Lange, P. T. Schmidt, H. D. Johansen, D. Johansen and P. Halvorsen

Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy

International Conference on Multimedia Modeling

L. Piras, B. Caputo, D. Dang-Nguyen, M. Riegler and P. Halvorsen

Image Retrieval Evaluation in Specific Domains

Information Retrieval Evaluation in a Changing World - Lessons Learned from 20 Years of CLEF

M. Lux, M. Riegler, P. Halvorsen, D. Dang-Nguyen and M. Potthast

Challenges for Multimedia Research in E-Sports Using Counter-Strike Global Offensive as an Example

Savegame

K. Ahmad, K. Pogorelov, M. Riegler, O. Ostroukhova, P. Halvorsen, N. Conci and R. Dahyot

Automatic detection of passable roads after floods in remote sensed and social media data

Signal Processing: Image Communication

S. Hicks, J. M. Andersen, O. Witczak, V. Thambawita, P. Halvorsen, H. L. Hammer, T. B. Haugen and M. Riegler

Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction

Nature Scientific Reports

E. Garcia-Ceja, M. Riegler, A. K. Kvernberg and J. Torresen

User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation

User Modeling and User-Adapted Interaction

N. Said, K. Ahmad, M. Riegler, K. Pogorelov, L. Hassan, N. Ahmad and N. Conci

Natural disasters detection in social media and satellite imagery: a survey

Multimedia Tools and Applications

M. Riegler, J. Andersen, M. Andersen, H. L. Hammer, S. Hicks, A. Hicks, W. Oliwia and T. Haugen

Artificial intelligence as a tool in predicting sperm motility and morphology: P-116

Human Reproduction

O. Witczak, J. Andersen, S. Hicks, H. L. Hammer, M. Riegler and T. Haugen

Artificial intelligence predicts sperm motility from sperm fatty acids: P-120

Human Reproduction

S. Hicks, P. H. Smedsrud, M. Riegler, T. de Lange, A. Petlund, S. L. Eskeland, K. Pogorelov, P. T. Schmidt and P. Halvorsen

Deep Learning for Automatic Generation of Endoscopy Reports

Gastrointestinal Endoscopy

C. Gurrin, T. Minh-Triet, J. Lokoč, W. Hürst, K. Schoeffmann, H. Joho, A. Leibetseder, L. Zhou, A. Duane, D. Duc-Tien and M. Riegler

映像情報メディア学会英語論文誌

映像情報メディア学会英語論文誌

P. Jakobsen, O. Fasmer, M. Riegler, E. Garcia-Ceja, T. Henriksen, T. McInnis and J. Oedegaard

The detecting and predicting mood transitions in bipolar disorder study protocol (a sub-study of the Introducing Mental Health through Adaptive Technology (INTROMAT) project)

Bipolar Disorders

K. Ahmad, K. Pogorelov, M. Riegler, N. Conci and P. Halvorsen

Social media and satellites: Disaster event detection, linking and summarization

Multimedia Tools and Applications

C. Gurrin, K. Schoeffmann, H. Joho, A. Leibetseder, L. Zhou, A. Duane, D. Dang-Nguyen, M. Riegler, L. Piras, o. null and M. Tran

Comparing Approaches to Interactive Lifelog Search at the Lifelog Search Challenge (LSC2018)

ITE Transactions on Media Technology and Applications

K. Pogorelov, S. Suman, F. A. Hussin, A. S. Malik, O. Ostroukhova, M. Riegler, P. Halvorsen, S. H. Ho and K. Goh

Bleeding detection in wireless capsule endoscopy videos—Color versus texture features

Journal of applied clinical medical physics

M. Jeppsson, H. Espeland, T. Kupka, R. Langseth, A. Petlund, P. Qiaoqiao, C. Xue, D. Johansen, K. Pogorelov, H. K. Stensland, C. Griwodz, M. Riegler and P. Halvorsen

Efficient Live and On-Demand Tiled HEVC 360 VR Video Streaming

International Journal of Semantic Computing

J. Markussen, L. B. Kristiansen, R. Borgli, H. Borgli, H. K. Stensland, F. Seifert, M. Riegler, C. Griwodz and P. Halvorsen

Flexible device compositions and dynamic resource sharing in PCIe interconnected clusters using Device Lending

Cluster Computing

M. Riegler, P. H. Smedsrud, T. de Lange and P. Halvorsen

Maskinlæringssystemer for gastrointestinale endoskopier

Best Practice Nordic - Gastroenterologi

P. H. Smedsrud, M. Riegler, T. de Lange, A. Petlund, S. L. Eskeland and P. Halvorsen

Kunstig intelligens for endoskopi – Automatisk deteksjon av lesjoner i sanntid

R. Borgli, H. Borgli, K. Pogorelov, M. Riegler, J. Markussen, H. K. Stensland, P. Halvorsen, C. Griwodz, S. L. Eskeland and T. de Lange

Efficient Processing of Medical Videos in a Multi-auditory Environment Using Gpu Lending

K. Kousias, Ö. Alay, A. Argyriou, A. Lutu and M. Riegler

Estimating Downlink Throughput from End-User Measurements in Mobile Broadband Networks

IEEE World of Wireless, Mobile and Multimedia Networks (WoWMoM)

M. Kirkerød, R. Borgli, H. Borgli, V. Thambawita, S. Hicks, M. Riegler and P. Halvorsen

Unsupervised Preprocessing to Improve Generalisation for Medical Image Classification

IEEE 13th International Symposium on Medical Information and Communication Technology (ISMICT)

M. Lux, P. Halvorsen, D. Dang-Nguyen, H. K. Stensland, M. Kesavulu, M. Potthast and M. Riegler

Summarizing E-Sports Matches and Tournaments: The Example of Counter-Strike: Global Offensive

International Workshop on Immersive Mixed and Virtual Environment Systems (MMVE)

R. Borgli, H. Borgli, H. K. Stensland, M. Riegler and P. Halvorsen

Automatic Hyperparameter Optimization for Transfer Learning on Medical Image Datasets Using Bayesian Optimization

13th International Symposium on Medical Information and Communication Technology (ISMICT)

F. L. Henriksen, R. Jensen, H. K. Stensland, D. Johansen, M. Riegler and P. Halvorsen

Performance of Data Enhancements and Training Optimization for Neural Network – A Polyp Detection Case Study

IEEE CBMS International Symposium on Computer-Based Medical Systems (CBMS)

B. Ionescu, H. Müller, R. Péteri, D. Dang-Nguyen, L. Piras, M. Riegler, M. Tran, M. Lux, C. Gurrin and Y. D. Cid

ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications

European Conference on Information Retrieval

K. Andreassen, D. Johansen, H. Johansen, I. Baptista, S. A. Pettersen, M. Riegler and P. Halvorsen

Real-time Analysis of Physical Performance Parameters in Elite Soccer

2019 International Conference on Content-Based Multimedia Indexing (CBMI)

T. Wiik, H. D. Johansen, S. A. Pettersen, I. Baptista, T. Kupka, D. Johansen, M. Riegler and P. Halvorsen

Predicting Peek Readiness-to-Train of Soccer Players Using Long Short-Term Memory Recurrent Neural Networks

2019 International Conference on Content-Based Multimedia Indexing (CBMI)

M. Lux, M. Riegler, D. Dang-Nguyen, J. Pirker, M. Potthast and P. Halvorsen

GameStory Task at MediaEval 2019

Proceedings of MediaEval 2019

K. Ahmad, K. Pogorelov, M. Ullah, M. Riegler, N. Conci, J. Langguth and A. Al-Fuqaha

Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satellite Sequences

Multimediaeval Benchmark 2019

V. Thambawita, H. L. Hammer, M. Riegler and P. Halvorsen

GANEx: A complete pipeline of training, inference and benchmarking GAN experiments

2019 International Conference on Content-Based Multimedia Indexing (CBMI)

A. Nordskog, P. Halvorsen, S. Hicks, H. K. Stensland, H. L. Hammer, D. Johansen and M. Riegler

Semantic Analysis of Soccer News for Automatic Game Event Classification

2019 International Conference on Content-Based Multimedia Indexing (CBMI)

D. Jha, P. H. Smedsrud, M. Riegler, D. Johansen, T. de Lange, P. Halvorsen and H. D. Johansen

ResUNet++: An Advanced Architecture for Medical Image Segmentation

2019 IEEE International Symposium on Multimedia (ISM)

H. Borgli, H. K. Stensland, P. Halvorsen and M. Riegler

Saga: An Open Source Platform for Training Machine Learning Models and Community-driven Sharing of Techniques

International Conference on Content-Based Multimedia Indexing (CBMI 2019)

S. Hicks, A. Petlund, T. de Lange, P. T. Schmidt, P. Halvorsen, M. Riegler, P. H. Smedsrud, T. B. Haugen, K. R. Randel, K. Pogorelov, H. K. Stensland, D. Dang-Nguyen and M. Lux

ACM Multimedia BioMedia 2019 Grand Challenge Overview

The ACM International Conference on Multimedia (ACM MM)

P. Halvorsen, M. Riegler and K. Schoeffmann

Medical Multimedia Systems and Applications

Proceedings of the 27th ACM International Conference on Multimedia - MM '19

J. I. Frogner, F. M. Noori, P. Halvorsen, S. Hicks, E. Garcia-Ceja, J. Torresen and M. Riegler

One-Dimensional Convolutional Neural Networks on Motor Activity Measurements in Detection of Depression

Proceedings of the 4th International Workshop on Multimedia for Personal Health & Health Care - HealthMedia '19

V. Thambawita, P. Halvorsen, H. L. Hammer, M. Riegler and T. B. Haugen

Stacked dense optical flows and dropout layers to predict sperm motility and morphology

MediaEval 2019, 27-29 October 2019, Sophia Antipolis, France

V. Thambawita, P. Halvorsen, H. L. Hammer, M. Riegler and T. B. Haugen

Extracting temporal features into a spatial domain using autoencoders for sperm video analysis

MediaEval 2019

E. R. Eriksen, S. Hicks, M. Riegler, P. Halvorsen and V. Carapella

A Web-Based Software for Training and Quality Assessment in the Image Analysis Workflow for Cardiac T1 Mapping MRI

2019 IEEE International Symposium on Multimedia (ISM)

J. Rosenblad, S. Hicks, H. K. Stensland, T. B. Haugen, P. Halvorsen and M. Riegler

Using 2D and 3D Convolutional Neural Networks to Predict Semen Quality

MediaEval

S. Hicks, P. Halvorsen, T. B. Haugen, J. M. Andersen, O. Witczak, K. Pogorelov, H. L. Hammer, D. Dang-Nguyen, M. Lux and M. Riegler

Predicting Sperm Motility and Morphology using Deep Learning and Handcrafted Features

MediaEval

S. Hicks, T. B. Haugen, P. Halvorsen and M. Riegler

Using Deep Learning to Predict Motility and Morphology of Human Sperm

MediaEval 2019

S. Hicks, P. Halvorsen, T. B. Haugen, J. M. Andersen, O. Witczak, K. Pogorelov, H. L. Hammer, D. Dang-Nguyen, M. Lux and M. Riegler

Medico Multimedia Task at MediaEval 2019

MediaEval

T. B. Haugen, S. Hicks, J. M. Andersen, O. Witczak, H. L. Hammer, R. Borgli, P. Halvorsen and M. Riegler

VISEM: a multimodal video dataset of human spermatozoa

Proceedings of the 10th ACM Multimedia Systems Conference

H. L. Hammer, M. Riegler, L. Øvrelid and E. Velldal

THREAT: A Large Annotated Corpus for Detection of Violent Threats

2019 International Conference on Content-Based Multimedia Indexing (CBMI)

D. Dang-Nguyen, L. Piras, M. Riegler, M. Tran, L. Zhou, M. Lux, T. Le, V. Ninh and C. Gurrin

Overview of ImageCLEFlifelog 2019: solve my life puzzle and lifelog moment retrieval

CLEF2019 Working Notes

B. Ionescu, H. Müller, R. Péteri, Y. D. Cid, V. Liauchuk, V. Kovalev, D. Klimuk, A. Tarasau, A. Ben Abacha, S. A. Hasan and M. Riegler

ImageCLEF 2019: Multimedia retrieval in medicine, lifelogging, security and nature

International Conference of the Cross-Language Evaluation Forum for European Languages

V. Ninh, T. Le, L. Zhou, L. Piras, M. Riegler, M. Lux, M. Tran, C. Gurrin and D. Dang-Nguyen

LIFER 2.0: Discovering Personal Lifelog Insights using an Interactive Lifelog Retrieval System

CLEF2019 Working Notes

K. Bahirat, Y. Chung, T. Annaswamy, G. Raval, K. Desai, B. Prabhakaran and M. Riegler

Using Mr. MAPP for Lower Limb Phantom Pain Management

Proceedings of the 27th ACM International Conference on Multimedia

F. M. Noori, S. Kahlon, P. Lindner, T. Nordgreen, J. Torresen and M. Riegler

Heart Rate Prediction from Head Movement during Virtual Reality Treatment for Social Anxiety

2019 International Conference on Content-Based Multimedia Indexing (CBMI)

F. M. Noori, E. Garcia-Ceja, M. Z. Uddin, M. Riegler and J. Tørresen

Fusion of multiple representations extracted from a single sensor’s data for activity recognition using CNNs

2019 International Joint Conference on Neural Networks (IJCNN)

A. Smeaton, H. Zhang, M. Riegler, J. Jia and L. Nie

Report from the SIGMM Emerging Leaders Symposium 2018

ACM SIGMultimedia Records

G. Morin and M. Riegler

An interview with Géraldine Morin

ACM SIGMultimedia Records

V. R. Gaddam, R. Langseth, H. K. Stensland, C. Griwodz, M. Riegler, T. Kupka, H. Espeland, D. Johansen, H. Johansen and P. Halvorsen

Camera Synchronization for Panoramic Videos

MediaSync

F. Murabito, C. Spampinato, S. Palazzo, D. Giordano, K. Pogorelov and M. Riegler

Top-Down Saliency Detection Driven by Visual Classification

Computer Vision and Image Understanding

M. Soleymani, M. Riegler and P. Halvorsen

Multimodal analysis of user behavior and browsed content under different image search intents

International Journal of Multimedia Information Retrieval

E. Garcia-Ceja, M. Riegler, T. Nordgreen, P. Jakobsen, K. J. Oedegaard and J. Tørresen

Mental Health Monitoring with Multimodal Sensing and Machine Learning: A Survey

Pervasive and Mobile Computing

B. Thomee, M. Riegler, F. de Simone and G. Simon

Sharing and reproducibility in ACM SIGMM

ACM SIGMultimedia Records

M. Riegler and M. Redi

An interview with Miriam Redi

ACM SIGMultimedia Records

A. Smeaton and M. Riegler

An interview with Prof. Alan Smeaton

ACM SIGMultimedia Records

T. de Lange, P. Halvorsen and M. Riegler

Methodology to develop machine learning algorithms to improve performance in gastrointestinal endoscopy

World Journal of Gastroenterology

K. Ahmad, K. Pogorelov, M. Riegler, N. Conci and P. Halvorsen

Social Media and Satellites. Disaster event detection, linking and summarization

Multimedia Tools and Applications

H. Lovett, D. Nassehi, E. Fosse, S. B. Hatlen, S. Madsen, H. O. Melberg and M. Riegler

Kunstig Intelligens - Muligheter, Utfordringer og en Plan for Norge

K. Pogorelov, O. Ostroukhova, A. Petlund, P. Halvorsen, T. de Lange, H. Espeland, T. Kupka, C. Griwodz and M. Riegler

Deep Learning and Handcrafted Feature Based Approaches for Automatic Detection of Angiectasia

2018 IEEE Conference on Biomedical and Health Informatics (BHI)

S. Hicks, K. Pogorelov, M. Lux, M. Jeppsson, K. R. Randel, T. de Lange, S. L. Eskeland, P. Halvorsen and M. Riegler

Comprehensible Reasoning and Automated Reporting of Medical Examinations Based on Deep Learning Analysis

Proceedings of the 9th ACM Multimedia Systems Conference

K. Pogorelov, Z. Albisser, O. Ostroukhova, M. Lux, D. Johansen, P. Halvorsen and M. Riegler

OpenSea - Open Search Based Classification Tool

Proceedings of the 9th ACM Multimedia Systems Conference

S. Hicks, M. Lux, T. de Lange, K. R. Randel, M. Jeppsson, K. Pogorelov, P. Halvorsen and M. Riegler

Mimir: An Automatic Reporting and Reasoning System for Deep Learning based Analysis in the Medical Domain

Proceedings of the 9th ACM Multimedia Systems Conference

K. Pogorelov, O. Ostroukhova, M. Jeppsson, H. Espeland, C. Griwodz, T. de Lange, D. Johansen, M. Riegler and P. Halvorsen

Deep Learning and Hand-crafted Feature Based Approaches for Polyp Detection in Medical Videos

31st IEEE CBMS International Symposium on Computer-Based Medical Systems

S. Hicks, M. Riegler, K. Pogorelov, T. de Lange, K. R. Randel, K. V. Ånonsen, M. Jeppsson, P. Halvorsen and S. L. Eskeland

Dissecting Deep Neural Networks for Better Medical Image Classification and Classification Understanding

31st IEEE CBMS International Symposium on Computer-Based Medical Systems

K. Kousias, M. Riegler, Ö. Alay and A. Argyriou

HINDSIGHT: An R-Based Framework Towards Long Short Term Memory (LSTM) Optimization

Multimedia Systems Conference (MMSys)

B. Ionescu, H. Müller, M. Villegas, A. G. S. de Herrera, C. Eickhoff, V. Andrearczyk, Y. D. Cid, V. Liauchuk, V. Kovalev, S. A. Hasan, Y. Ling, O. Farri, J. Liu, M. Lungren, D. Dang-Nguyen, L. Prias, M. Riegler, L. Zhou, M. Lux and C. Gurrin

Overview of ImageCLEF 2018: Challenges, datasets and evaluation

ImageCLEF 2018

E. Garcia-Ceja, M. Riegler, P. Jakobsen, J. Torresen, T. Nordgreen, K. J. Oedegaard and O. B. Fasmer

Motor Activity Based Classification of Depression in Unipolar and Bipolar Patients

2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS)

E. Garcia-Ceja, M. Riegler, P. Jakobsen, J. Tørresen, T. Nordgreen, K. J. Oedegaard and O. B. Fasmer

Depresjon: A Motor Activity Database of Depression Episodes in Unipolar and Bipolar Patients

Proceedings of the 9th ACM Multimedia Systems Conference

D. Dang-Nguyen, M. Riegler, L. Zhou and C. Gurrin

Challenges and Opportunities within Personal Life Archives

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval

D. Dang-Nguyen, L. Piras, M. Riegler, L. Zhou, M. Lux and C. Gurrin

Overview of ImageCLEFlifelog 2018: daily living understanding and lifelog moment retrieval

Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum

V. Thambawita and D. Jha

The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning

MediaEval 2018

S. Hicks and P. H. Smedsrud

Deep Learning Based Disease Detection Using Domain Specific Transfer Learning

MediaEval 2018

T. J. D. Berstad, M. Riegler, H. Espeland, T. de Lange, P. H. Smedsrud, K. Pogorelov, H. K. Stensland and P. Halvorsen

Tradeoffs using Binary and Multiclass Neural Network Classification for Medical Multidisease Detection

2018 IEEE International Symposium on Multimedia (ISM)

M. Jeppsson, H. Espeland, T. Kupka, R. Langseth, A. Petlund, P. Qiaoqiao, C. Xue, K. Pogorelov, M. Riegler, D. Johansen, C. Griwodz and P. Halvorsen

Efficient Live and on-Demand Tiled HEVC 360 VR Video Streaming

2018 IEEE International Symposium on Multimedia (ISM)

M. Riegler, P. Halvorsen, B. Münzer and K. Schoeffmann

The Importance of Medical Multimedia

2018 ACM Multimedia Conference (MM '18)

M. Kirkerød, V. Thambawita, M. Riegler and P. Halvorsen

Using preprocessing as a tool in medical image detection

MediaEval 2018

R. Borgli, H. Borgli, P. Halvorsen, M. Riegler and H. K. Stensland

Automatic Hyperparameter Optimization in Keras for the MediaEval 2018 Medico Multimedia Task

Working Notes Proceedings of the MediaEval 2018 Workshop

K. Pogorelov, M. Riegler, P. Halvorsen, S. Hicks, K. R. Randel, D. Dang-Nguyen, M. Lux, O. Ostroukhova and T. de Lange

Medico Multimedia Task at MediaEval 2018

Working Notes Proceedings of the MediaEval 2018 Workshop

O. Ostroukhova, K. Pogorelov, M. Riegler, D. Dang-Nguyen and P. Halvorsen

Transfer learning with prioritized classification and training dataset equalization for medical objects detection

Working Notes Proceedings of the MediaEval 2018 Workshop

N. Said, K. Pogorelov, K. Ahmad, M. Riegler, N. Ahmad, O. Ostroukhova, P. Halvorsen and N. Conci

Deep learning approaches for flood classification and flood aftermath detection

Working Notes Proceedings of the MediaEval 2018 Workshop

M. Lux, M. Riegler, D. Dang-Nguyen, M. Larson, M. Potthast and P. Halvorsen

GameStory Task at MediaEval 2018

Proceeding of the MediaEval Benchmarking Initiative for Multimedia Evaluation

M. Lux, M. Riegler, D. Dang-Nguyen, M. Larson, M. Potthast and P. Halvorsen

Team ORG @ GameStory Task 2018

Proceeding of the MediaEval Benchmarking Initiative for Multimedia Evaluation

K. Pogorelov, O. Ostroukhova, A. Petlund, P. Halvorsen, H. Espeland, T. Kupka, T. de Lange, C. Griwodz and M. Riegler

Automatic Detection of Angiectasia: Evaluation of Deep Learning and Handcrafted Approaches

IEEE Conference on Biomedical and Health Informatics (BHI) 2018

M. Riegler, K. Pogorelov, S. L. Eskeland, P. T. Schmidt, Z. Albisser, D. Johansen, C. Griwodz, P. Halvorsen and T. de Lange

From Annotation to Computer-Aided Diagnosis: Detailed Evaluation of a Medical Multimedia System

ACM Transactions on Multimedia Computing, Communications, and Applications

K. Pogorelov, M. Riegler, S. L. Eskeland, T. de Lange, D. Johansen, C. Griwodz, P. T. Schmidt and P. Halvorsen

Efficient disease detection in gastrointestinal videos – global features versus neural networks

Multimedia Tools and Applications

B. Ionescu, M. Villegas, H. Arenas, G. Boato, D. Dang-Nguyen, D. Cid, C. Eickhoff, G. S. de Herrera, C. Gurrin and M. Riegler

Overview of ImageCLEF 2017: Information extraction from images

Experimental IR Meets Multilinguality, Multimodality, and Interaction.

R. Jain and M. Riegler

An interview with Prof. Ramesh Jain

ACM SIGMultimedia Records

D. Dang-Nguyen, M. Dao, M. Riegler and C. Gurrin

Smart Lifelogging: Recognizing Human Activities using PHASOR

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods

M. Lux, M. Riegler, P. Halvorsen and G. MacStravic

LireSolr - A Visual Information Retrieval Server

ACM International Conference on Multimedia Retrieval

K. Pogorelov, M. Riegler, P. Halvorsen and C. Griwodz

ClusterTag: Interactive Visualization, Clustering and Tagging Tool for Big Image Collections

ACM International Conference on Multimedia Retrieval

K. Ahmad, M. Riegler, A. Riaz, N. Conci, D. Dang-Nguyen and P. Halvorsen

The JORD System - Linking sky and social multimedia data to Natural and Technological Disasters

ACM International Conference on Multimedia Retrieval

S. Suman, F. A. B. Hussin, A. S. Malik, K. Pogorelov, M. Riegler, S. H. Ho, I. Hilmi and K. L. Goh

Detection and Classification of Bleeding Region in WCE Images Using Color Feature

Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing

K. Ahmad, M. Riegler, K. Pogorelov, n. null, P. Halvorsen and F. De Natale

JORD: A System for Collecting Information and Monitoring Natural Disasters by Linking Social Media with Satellite Imagery

Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing - CBMI '17

K. Pogorelov, K. Ranheim, C. Griwodz, T. de Lange, S. L. Eskeland, D. Johansen, P. T. Schmidt, C. Spampinato, D. Dang-Nguyen, M. Lux, M. Riegler and P. Halvorsen

Kvasir: A Multi-Class Image-Dataset for Computer Aided Gastrointestinal Disease Detection

ACM Multimedia Systems

K. Pogorelov, K. Ranheim, T. de Lange, S. L. Eskeland, D. Johansen, C. Griwodz, C. Spampinato, M. Taschwer, M. Lux, P. T. Schmidt, M. Riegler and P. Halvorsen

Nerthus: A Bowel Preparation Quality Video Dataset

ACM Multimedia Systems

M. Soleymani, M. Riegler and P. Halvorsen

Multimodal Analysis of Image Search Intent - Intent Recognition in Image Search from User Behavior and Visual Content

ACM International Conference on Multimedia Retrieval

I. Ahmed, M. Riegler, A. Petlund, C. Griwodz and P. Halvorsen

Finding equilibrium for gym ownership distribution based on game dynamics in Pokémon GO game

ACM International Workshop on Massively Multiuser Virtual Environments

S. L. Eskeland, L. Aabakken, M. Riegler, K. Pogorelov, P. T. Schmidt, D. Johansen and P. Halvorsen

EIR: changing the scene of automatic detection software for gastrointestinal endoscopy

World Congress of GI Endoscopy

K. Pogorelov, S. L. Eskeland, T. de Lange, C. Griwodz, K. R. Randel, H. K. Stensland, D. Dang-Nguyen, C. Spampinato, D. Johansen, M. Riegler and P. Halvorsen

A Holistic Multimedia System for Gastrointestinal Tract Disease Detection

8th annual ACM conference on Multimedia Systems (MMSys)

n. null, M. Riegler, G. Boato, L. Zhou and C. Gurrin

Overview of ImageCLEFlifelog 2017: Lifelog Retrieval and Summarization

CLEF 2017

D. Nguyen, D. Tien, L. Zhou, R. Gupta, M. Riegler and C. Gurrin

Building a disclosed lifelog dataset: challenges, principles and processes

Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing (CBMI 2017)

L. Zhou, L. Piras, M. Riegler, G. Boato, D. Dang-Nguyen and C. Gurrin

Organizer Team at ImageCLEFlifelog 2017: Baseline Approaches for Lifelog Retrieval and Summarization

CLEF 2017

K. Kousias, C. Midoglu, Ö. Alay, A. Lutu, A. Argyriou and M. Riegler

The Same, Only Different: Contrasting Mobile Operator Behavior from CrowdSourced Dataset

IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2017)

M. Riegler, K. Pogorelov, P. Halvorsen, C. Griwodz, T. de Lange, K. R. Randel, S. L. Eskeland, D. Dang-Nguyen, M. Lux and C. Spampinato

Multimedia for medicine: the medico Task at mediaEval 2017

MediaEval Benchmark 2017

K. Pogorelov, M. Riegler, P. Halvorsen, C. Griwodz, T. de Lange, K. R. Randel, S. L. Eskeland, D. Dang-Nguyen, O. Olga, M. Lux and C. Spampinato

A comparison of deep learning with global features for gastrointestinal disease detection

MediaEval Benchmark 2017

K. Ahmad, K. Pogorelov, M. Riegler, N. Conci and P. Halvorsen

CNN and GAN Based Satellite and Social Media Data Fusion for Disaster Detection

MediaEval Benchmark 2017

K. Schoeffmann, B. Münzer, M. Riegler and P. Halvorsen

Medical Multimedia Information Systems (MMIS)

ACM Multimedia

K. Schoeffmann, B. Münzer, M. Riegler and P. Halvorsen

Medical Multimedia Information Systems (MMIS)

the 2017 ACMProceedings of the 2017 ACM on Multimedia Conference - MM '17

H. J. Escalante, J. Wan, S. Escalera, I. Guyon, M. Riegler, X. Baró, H. Müller and M. Larson

IAPR Newsletter

M. Riegler, H. Engelbrecht and M. Lux

Interview column: introduction

M. Riegler

An interview with David Ayman Shamma

M. Riegler

EIR - A Medical Multimedia System for Efficient Computer Aided Diagnosis

University of Oslo

V. R. Gaddam, M. Riegler, R. Eg, C. Griwodz and P. Halvorsen

Tiling in Interactive Panoramic Video: Approaches and Evaluation

IEEE Transactions on Multimedia

M. Riegler, K. Pogorelov, J. Markussen, M. Lux, H. K. Stensland, T. de Lange, C. Griwodz, P. Halvorsen, D. Johansen, P. T. Schmidt and S. L. Eskeland

Computer Aided Disease Detection System for Gastrointestinal Examinations

Multimedia Systems Conference 2016

M. Riegler, n. null, C. Spampinato, P. Halvorsen, M. Lux, J. Markussen, K. Pogorelov, C. Griwodz and H. K. Stensland

Right inflight? A dataset for exploring the automatic prediction of movies suitable for a watching situation

Multimedia Systems Conference 2016

K. Pogorelov, M. Riegler, J. Markussen, H. K. Stensland, P. Halvorsen, C. Griwodz, S. L. Eskeland and T. de Lange

Efficient Processing of Videos in a Multi Auditory Environment Using Device Lending of GPUs

The 7th International Conference on Multimedia Systems (MMSys)

M. Lux, M. Riegler, K. Pogorelov, P. Halvorsen and N. Anagnostopoulos

LIRE - Open Source Visual Information Retrieval

Multimedia System Conference 2016

J. Markussen, H. K. Stensland, M. Riegler, H. Kohmann, R. Nordstrøm, C. Griwodz and P. Halvorsen

Device Lending in PCI Express Networks

Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV)

K. Pogorelov, M. Riegler, P. Halvorsen, T. de Lange, P. T. Schmidt, S. L. Eskeland, C. Griwodz and D. Johansen

GPU-accelerated Real-time Gastrointestinal Diseases Detection

CBMS 2016 : The 29th International Symposium on Computer-Based Medical Systems

M. Riegler, V. R. Gaddam, n. null, P. Halvorsen and C. Griwodz

Crowdsourcing as Self Fulfilling Prophecy: Influence of Discarding Workers in Subjective Assessment Tasks

International Workshop on Content-based Multimedia Indexing

M. Riegler, K. Pogorelov, M. Lux, P. Halvorsen, C. Griwodz, S. L. Eskeland and T. de Lange

Explorative Hyperbolic-Tree-Based Clustering Tool for Unsupervised Knowledge Discovery

International Workshop on Content-based Multimedia Indexing

M. Riegler, K. Pogorelov, P. Halvorsen, T. de Lange, C. Griwodz, D. Johansen, P. T. Schmidt and S. L. Eskeland

EIR - Efficient Computer Aided Diagnosis Framework for Gastrointestinal Endoscopies

International Workshop on Content-based Multimedia Indexing

M. Riegler, D. Dang-Nguyen, B. Winther, C. Griwodz, K. Pogorelov and P. Halvorsen

Heimdallr: a dataset for sport analysis

ACM Multimedia System

M. Riegler, C. Griwodz, C. Spampinato, T. de Lange, S. L. Eskeland, K. Pogorelov, W. Tavanapong, P. T. Schmidt, C. Gurrin, D. Johansen, H. Johansen and P. Halvorsen

Multimedia and Medicine: Teammates for Better Disease Detection and Survival

ACM Multimedia

K. Skarseth, H. Bjørlo, P. Halvorsen, M. Riegler and C. Griwodz

OpenVQ - A Video Quality Assessment Toolkit

ACM Multimedia

C. Boididou, S. Papadopoulos, D. Dang-Nguyen, G. Boato, M. Riegler, A. Petlund and Y. Kompatsiaris

Verifying Multimedia Use at MediaEval 2016

MediaEval 2016 Workshop

C. Boididou, S. Papadopoulos, S. E. Middleton, D. T. D. Nguyen, M. Riegler, A. Petlund and Y. Kompatsiaris

The VMU Participation @ Verifying Multimedia Use 2016

MediaEval 2016 Workshop

M. Riegler, C. Spampinato, n. null, C. Griwodz and P. Halvorsen

The MediaEval 2016 Context of Experience Task: Recommending Videos Suiting a Watching Situation

MediaEval 2016 Workshop

K. Pogorelov, M. Riegler, P. Halvorsen and C. Griwodz

Simula @ MediaEval 2016 Context of Experience Task

MediaEval 2016 Workshop

n. null, V. P. López, J. Wan, M. Riegler, B. Chen, A. Clapés, S. Escalera, I. Guyon, X. Baró, P. Halvorsen, H. Müller and n. null

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An Overview

International Conference on Pattern Recognition

D. Dang-Nguyen, L. Piras, M. Riegler, C. Gurrin, G. Boato and P. Halvorsen

ImageCLEF 2017 LifeLog task

Challenges in Machine Learning: Gaming and Education (CiML - NIPS 2016 workshop)

G. Gravier, C. Demarty, H. Bredin, B. Ionescu, C. Boididou, E. Dellandrea, J. Choi, M. Riegler, R. Sutcliffe, I. Szoke, G. J. Jones and M. Larson

Proceedings of the MediaEval 2016 Multimedia Benchmark Workshop

Multimedia Benchmark Workshop 2016

M. Riegler

An interview with Klara Nahrstedt

Interview in SIGMM records

M. Riegler

An interview with Wallapak Tavanapong

Interview in SIGMM records

J. Redi and M. Riegler

An interview with Judith Redi

Z. Albisser, M. Riegler, P. Halvorsen, J. Zhou, C. Griwodz, I. Balasingham and C. Gurrin

Expert Driven Semi-Supervised Elucidation Tool for Medical Endoscopic Videos

Proceedings of the 6th ACM Multimedia Systems Conference

B. Winther, M. Riegler, C. Griwodz and P. Halvorsen

Why Design Matters - Crowdsourcing of Complex Tasks

ACM CrowdMM

M. Zaharieva and M. Riegler

Media Synchronization and Sub-Event Detection in Multi-User Image Collections

ACM HuEvent

C. Boididou, K. Andreadou, S. Papadopoulos, D. Dang-Nguyen, G. Boato, M. Riegler, n. null and Y. Kompatsiaris

Verifying Multimedia Use at MediaEval 2015

MediaEval Benchmarking Initiative for Multimedia Evaluation

M. Riegler, n. null, C. Spampinato, J. Markussen, P. Halvorsen and C. Griwodz

Introduction to a Task on Context of Experience: Recommending Videos Suiting a Watching Situation

MediaEval Benchmarking Initiative for Multimedia Evaluation

M. Larson, B. Ionescu, M. Sjöberg, X. Anguera, J. Poignant, M. Riegler, M. Eskevich, C. Hauff, R. Sutcliffe, G. J. Jones, Y. Yang, M. Soleymani and S. Papadopoulos

Proceedings of the MediaEval 2015 Multimedia Benchmark Workshop

Multimedia Benchmark Workshop, 2015

M. Riegler, L. Calvet, A. Calvet, P. Halvorsen and C. Griwodz

Exploitation of Producer Intent in Relation to Bandwidth and QoE for Online Video Streaming Services

NOSSDAV at Multimedia Systems Conference

W. Moazzam, M. Riegler and S. Sen

Scientific Hangman: Gamifying Scientific Evidence for General Public

Second International Workshop on Gamification for Information Retrieval (GamifIR’15). Vienna, Austria, March 29 - April 2

M. Machnik, M. Riegler and S. Sen

Crowdpinion: Motivating people to share their momentary opinion

Second International Workshop on Gamification for Information Retrieval (GamifIR’15). Vienna, Austria, March 29 - April 2

M. Riegler, R. Eg, L. Calvet, P. Halvorsen and C. Griwodz

Playing Around the Eye Tracker - A Serious Game Based Dataset

Second International Workshop on Gamification for Information Retrieval (GamifIR’15)

M. Guggenberger, M. Riegler, M. Lux and P. Halvorsen

Event Understanding in Endoscopic Surgery Videos

HuEvent '14: Proceedings of the 1st ACM International Workshop on Human Centered Event Understanding from Multimedia

B. Loni, J. Hare, M. Georgescu, M. Riegler, X. Zhu, M. Morchid, R. Dufour and n. null

Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling

CrowdMM '14: Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia

V. Conotter, D. Dang-Nguyen, M. Riegler, G. Boato and n. null

A Crowdsourced Data Set of Edited Images Online

CrowdMM '14: Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia

M. Riegler, M. Lux, C. Zellot, L. Knoch, H. Schnattler, S. Napetschnig, J. Kogler, C. Degendorfer, N. Spot and M. Zoderer

Gone: An Interactive Experience for Two People

MM '14: Proceedings of the ACM International Conference on Multimedia

M. Riegler, n. null, M. Lux and C. Kofler

How 'How' Reflects What's What: Content-based Exploitation of How Users Frame Social Images

MM '14: Proceedings of the ACM International Conference on Multimedia

M. Lux, M. Guggenberger and M. Riegler

PictureSort: Gamification of Image Ranking

GamifIR '14: Proceedings of the First International Workshop on Gamification for Information Retrieval

M. Riegler, M. Lux, V. Charvillat, A. Carlier, R. Vliegendhart and n. null

VideoJot: A Multifunctional Video Annotation Tool

ICMR '14: Proceedings of International Conference on Multimedia Retrieval

B. Loni, L. Y. Cheung, M. Riegler, A. Bozzon, L. Gottlieb and n. null

Fashion 10000: An Enriched Social Image Dataset for Fashion and Clothing

MMSys '14: Proceedings of the 5th ACM Multimedia Systems Conference

M. Riegler, R. Eg, M. Lux and M. Schicho

Mobile Picture Guess: A Crowdsourced Serious Game for Simulating Human Perception

Proceedings of the International Workshop on Social Media for Crowdsourcing and Human Computation

M. Riegler, P. N. Olsen and P. Halvorsen

Work Like a Bee -Taking Advantage of Diligent Crowdsourcing Workers

MediaEval 2014 Workshop, Barcelona, Catalunya, Spain

M. Zaharieva, M. Riegler and M. Del Fabro

Multimodal Synchronization of Image Galleries

MediaEval 2014 Workshop, Barcelona, Catalunya, Spain

M. Lux and M. Riegler

Annotation of endoscopic videos on mobile devices: a bottom-up approach

MMSys '13: Proceedings of the 4th ACM Multimedia Systems Conference

M. Riegler, M. Lux and C. Kofler

Frame the Crowd: Global Visual Features Labeling boosted with Crowdsourcing Information

MediaEval 2013 Workshop, Barcelona, Spain

X. Li, M. Riegler, n. null and A. Hanjalic

Exploration of Feature Combination in Geo-visual Ranking for Visual Content-based Location Prediction.

MediaEval 2013 Workshop, Barcelona, Spain