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"Big data is not always better – prediction of live birth using machine learning on time-lapse videos of human embryos." Human Reproduction (2020).
Kvasir-SEG: A Segmented Polyp Dataset In MMM2020. Daejeon, Korea: MMM 2020 26TH INTERNATIONAL CONFERENCE ON MULTIMEDIA MODELING, 2020.
mmm_2020_kvasir_seg_debesh.pdf (4.04 MB)
mmm_2020_kvasir_seg_debesh.pdf (4.04 MB) PMData: a sports logging dataset In ACM MMSys 2020., 2020. 3339825.3394926.pdf (23.99 MB)
3339825.3394926.pdf (23.99 MB) Toadstool: A Dataset for Training Emotional IntelligentMachines Playing Super Mario Bros In The ACM Multimedia Systems Conference (MMSys). The ACM Multimedia Systems Conference (MMSys): ACM, 2020.
ACM Multimedia BioMedia 2019 Grand Challenge Overview In The ACM International Conference on Multimedia (ACM MM), Edited by M. Larson, G. Gravier, H. Hung, C. Ngo and W. T. Ooi. New York, New York, USA: ACM Press, 2019. p2563-hicks.pdf (12.9 MB)
p2563-hicks.pdf (12.9 MB) "Artificial intelligence as a tool in predicting sperm motility and morphology: P-116." Human Reproduction 34 (2019).
"Artificial intelligence predicts sperm motility from sperm fatty acids: P-120." Human Reproduction 34 (2019).
"Automatic detection of passable roads after floods in remote sensed and social media data." Signal Processing: Image Communication 74 (2019): 110-118.
Automatic Hyperparameter Optimization for Transfer Learning on Medical Image Datasets Using Bayesian Optimization In 13th International Symposium on Medical Information and Communication Technology (ISMICT). IEEE, 2019. runeismict19.pdf (3.73 MB)
runeismict19.pdf (3.73 MB) "Bleeding detection in wireless capsule endoscopy videos—Color versus texture features." Journal of applied clinical medical physics 20, no. 8 (2019): 141-154.
"Challenges for Multimedia Research in E-Sports Using Counter-Strike Global Offensive as an Example." In Savegame, edited by W. Elmenreich, R. R. Schallegger, F. Schniz, S. Gabriel, G. Pölsterl and W. B. Ruge, 197-206. Vol. 4. Wiesbaden: Springer Fachmedien Wiesbaden, 2019.
"Comparing Approaches to Interactive Lifelog Search at the Lifelog Search Challenge (LSC2018)." ITE Transactions on Media Technology and Applications 7 (2019): 46-59.
"Deep Learning for Automatic Generation of Endoscopy Reports." Gastrointestinal Endoscopy 89, no. 6 (2019).
"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 21 (2019): 68-69.
"Efficient Live and On-Demand Tiled HEVC 360 VR Video Streaming." International Journal of Semantic Computing 13, no. 3 (2019): 367-391.
Efficient Processing of Medical Videos in a Multi-auditory Environment Using Gpu Lending. NVIDIA's GPU Technology Conference (GTC), 2019. gtc_poster.pdf (2.49 MB)
gtc_poster.pdf (2.49 MB) Estimating Downlink Throughput from End-User Measurements in Mobile Broadband Networks In IEEE World of Wireless, Mobile and Multimedia Networks (WoWMoM), Edited by K. Kousias. IEEE, 2019.
Extracting temporal features into a spatial domain using autoencoders for sperm video analysis In MediaEval 2019. CEUR Workshop Proceedings, 2019. medico_2019_paper_2_ae_based_method_vajira.pdf (1.6 MB)
medico_2019_paper_2_ae_based_method_vajira.pdf (1.6 MB) "Flexible device compositions and dynamic resource sharing in PCIe interconnected clusters using Device Lending." Cluster Computing 22, no. 86 (2019): 1-24. markussen2019_article_flexibledevicecompositionsandd.pdf (2.7 MB)
markussen2019_article_flexibledevicecompositionsandd.pdf (2.7 MB) Fusion of multiple representations extracted from a single sensor’s data for activity recognition using CNNs In 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 2019.
GameStory Task at MediaEval 2019 In Proceedings of MediaEval 2019. CEUR Workshop Proceedings (CEUR-WS.org), 2019. gamestory_overview_2019.pdf (373.41 KB)
gamestory_overview_2019.pdf (373.41 KB) GANEx: A complete pipeline of training, inference and benchmarking GAN experiments In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019. ganex_a_complete_pipeline_of_training_inference_and_benchmarking_gan_experiments_to_organizers.pdf (440.11 KB)
ganex_a_complete_pipeline_of_training_inference_and_benchmarking_gan_experiments_to_organizers.pdf (440.11 KB) Heart Rate Prediction from Head Movement during Virtual Reality Treatment for Social Anxiety In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019.
"Image Retrieval Evaluation in Specific Domains." In Information Retrieval Evaluation in a Changing World - Lessons Learned from 20 Years of CLEF, edited by N. Ferro and C. Peters, 275-305. Vol. INRE, volume 41. Springer, 2019.
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications In European Conference on Information Retrieval. Springer, 2019.