Håkon Kvale Stensland
Senior Research Scientist
- Department
- High Performance Computing
- Organisation
- Simula Research Laboratory
- Research Interests
- Heterogeneous Architectures Interconnection Networks Multimedia Systems Machine Learning Embedded Systems High Performance Computing
![Håkon Kvale Stensland](/_next/image?url=%2Fimages%2Fperson-placeholder.png&w=384&q=75)
- haakonks@simula.no
Publications
2023
Proceedings, refereed
O. Mirmotahari, R. N. Islam, Y. Berg, C. Foss and H. K. Stensland
Spillifisering for økt engasjement, fleksibilitet og alternativt læringsløp
Norwegian Conference for Education and Didactics in IT subjects (UDIT)
2021
Journal Articles
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. Elmokashfi, J. Sundnes, A. Kvalbein, V. Naumova, S. Reinemo, P. M. Florvaag, H. K. Stensland and O. Lysne
Nationwide rollout reveals efficacy of epidemic control through digital contact tracing
Nature Communications
J. Markussen, L. B. Kristiansen, P. Halvorsen, H. Kielland-Gyrud, H. K. Stensland and C. Griwodz
SmartIO: Zero-overhead Device Sharing through PCIe Networking
ACM Transactions on Computer Systems
2020
Journal Articles
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
Proceedings, refereed
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)
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
2019
Journal Articles
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. 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
Proceedings, refereed
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)
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
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)
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)
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)
Posters
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
Talks, invited
H. K. Stensland
Dynamic Sharing of GPUs and IO in a PCIe Network
GPU Technology Conference, San Jose, CA, USA
2018
Proceedings, refereed
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)
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
J. Markussen, L. B. Kristiansen, H. K. Stensland, F. Seifert, C. Griwodz and P. Halvorsen
Flexible Device Sharing in PCIe Clusters using Device Lending
International Conference on Parallel Processing Companion (ICPP'18 Comp)
F. J. Velazquez-Garcia, P. Halvorsen, H. K. Stensland and F. Eliassen
Dynamic Adaptation of Multimedia Presentations for Videoconferencing in Application Mobility
IEEE International Conference on Multimedia and Expo (ICME)
F. J. Velazquez-Garcia, P. Halvorsen, H. K. Stensland and F. Eliassen
Autonomic Adaptation of Multimedia Content Adhering to Application Mobility
Distributed Applications and Interoperable Systems (DAIS 2018)
Book Chapters
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
Talks, contributed
H. K. Stensland
SmartIO: Dynamic Sharing of GPUs and IO in a PCIe Cluster
GPU Technology Conference, San Jose, CA, USA
2017
Proceedings, refereed
K. R. Stokke, H. K. Stensland, C. Griwodz and P. Halvorsen
Load Balancing of Multimedia Workloads for Energy Efficiency on the Tegra K1 Multicore Architecture
8th annual ACM conference on Multimedia Systems (MMSys)
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)
2016
Proceedings, refereed
K. R. Stokke, H. K. Stensland, P. Halvorsen and C. Griwodz
High-Precision Power Modelling of the Tegra K1 Variable SMP Processor Architecture
10th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)
K. R. Stokke, H. K. Stensland, C. Griwodz and P. Halvorsen
A High-Precision, Hybrid GPU, CPU and RAM Power Model for Generic Multimedia Workloads
7th annual ACM conference on Multimedia Systems (MMSys)
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, . , 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)
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)
Posters
K. R. Stokke, H. K. Stensland and P. Halvorsen
A High Precision Power Model for the Tegra K1 CPU, GPU and RAM
GPU Technology Conference 2016
2015
Journal Articles
H. K. Stensland, M. A. Wilhelmsen, V. R. Gaddam, A. Mortensen, R. Langseth, C. Griwodz and P. Halvorsen
Using a Commodity Hardware Video Encoder for Interactive Applications
International Journal of Multimedia Data Engineering and Management (IJMDEM)
R. Langseth, V. R. Gaddam, H. K. Stensland, C. Griwodz, P. Halvorsen and D. Johansen
An Experimental Evaluation of Debayering Algorithms on GPUs for Recording Panoramic Video in Real-time
International Journal of Multimedia Data Engineering and Management (IJMDEM)
Proceedings, refereed
K. R. Stokke, H. K. Stensland, P. Halvorsen and C. Griwodz
Why Race-to-Finish is Energy-Inefficient for Continuous Multimedia Workloads
Proceedings of the 9th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)
K. R. Stokke, H. K. Stensland, C. Griwodz and P. Halvorsen
Energy Efficient Video Encoding Using the Tegra K1 Mobile Processor [Demo Paper]
Proceedings of the 6th ACM Multimedia Systems Conference (MMSys)
K. R. Stokke, H. K. Stensland, C. Griwodz and P. Halvorsen
Energy Efficient Continuous Multimedia Processing Using the Tegra K1 Mobile SoC
Proceedings of the 7th ACM International Workshop on Mobile Video (MoVid)
V. R. Gaddam, R. Langseth, H. K. Stensland, C. Griwodz, D. Johansen and P. Halvorsen
Scaling Virtual Camera Services to a Large Number of Users
Proceedings of the 6th annual ACM conference on Multimedia Systems (MMSYS)
PhD Thesis
H. K. Stensland
Processing Multimedia Workloads on Heterogeneous Multicore Architectures
University of Oslo
Posters
K. R. Stokke, H. K. Stensland and P. Halvorsen
Energy and Performance Optimization of a Simple Video Encoder on the Jetson-TK1
GPU Technology Conference 2015
2014
Journal Articles
H. K. Stensland, V. R. Gaddam, M. Tennøe, E. O. Helgedagsrud, M. Næss, H. K. Alstad, A. Mortensen, R. Langseth, S. Ljødal, Ø. Landsverk, C. Griwodz, P. Halvorsen, M. Stenhaug and D. Johansen
Bagadus: an Integrated Real-Time System for Soccer Analytics
ACM Transactions on Multimedia Computing, Communications, and Applications
H. K. Stensland, V. R. Gaddam, M. Tennøe, E. O. Helgedagsrud, M. Næss, H. K. Alstad, C. Griwodz, P. Halvorsen and D. Johansen
Processing Panorama Video in Real-Time
International Journal of Semantic Computing
2013
Proceedings, refereed
P. Halvorsen, S. Sægrov, A. Mortensen, D. K. C. Kristensen, A. Eichhorn, M. Stenhaug, S. Dahl, H. K. Stensland, V. R. Gaddam, C. Griwodz and D. Johansen
Bagadus: an Integrated System for Arena Sports Analytics - a Soccer Case Study -
Proceedings of the 4th annual ACM conference on Multimedia Systems (MMSYS)
Posters
M. Tennøe, E. O. Helgedagsrud, M. Næss, H. K. Alstad, H. K. Stensland, P. Halvorsen and C. Griwodz
Real-time Panorama Video Processing Using NVIDIA GPUs
GPU Tecnology Conference 2013
2012
Journal Articles
H. Espeland, H. K. Stensland, D. H. Finstad and P. Halvorsen
Reducing Processing Demands for Multi-Rate Video Encoding: Implementation and Evaluation
International Journal of Multimedia Data Engineering and Management
Proceedings, refereed
K. Raaen, H. Espeland, H. K. Stensland, A. Petlund, P. Halvorsen and C. Griwodz
LEARS: a Lockless, Relaxed-Atomicity State Model for Parallel Execution of a Game Server Partition
The 41st International Conference on Parallel Processing Workshops
2011
Posters
P. Beskow, H. Espeland, H. K. Stensland, P. N. Olsen, S. B. Kristoffersen, E. A. Kristiansen, C. Griwodz and P. Halvorsen
Distributed Real-Time Processing of Multimedia Data With the P2G Framework
2010
Talks, contributed
H. K. Stensland, H. Espeland, C. Griwodz and P. Halvorsen
Temming Av Multikjerneprosessorer - Fordeler Og Utfordringer
The Gathering World & Pegasus