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"Automatic detection of passable roads after floods in remote sensed and social media data." Signal Processing: Image Communication (2019).
Automatic Detection of Angiectasia: Evaluation of Deep Learning and Handcrafted Approaches In IEEE Conference on Biomedical and Health Informatics (BHI) 2018., 2018.
Automatic Hyperparameter Optimization in Keras for the MediaEval 2018 Medico Multimedia Task In Working Notes Proceedings of the MediaEval 2018 Workshop. CEUR Workshop Proceedings (CEUR-WS.org), 2018.
rune_mediaeval_final.pdf (1.22 MB)
rune_mediaeval_final.pdf (1.22 MB) "Camera Synchronization for Panoramic Videos." In MediaSync, edited by M. M. e. al.. Springer, 2018.
Challenges and Opportunities within Personal Life Archives In Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, Edited by K. Aizawa, M. Lew and S. Satoh. New York, NY, USA: ACM Press, 2018.
Comprehensible Reasoning and Automated Reporting of Medical Examinations Based on Deep Learning Analysis In Proceedings of the 9th ACM Multimedia Systems Conference. Amsterdam, Netherlands: ACM, 2018.
Deep Learning and Handcrafted Feature Based Approaches for Automatic Detection of Angiectasia In 2018 IEEE Conference on Biomedical and Health Informatics (BHI). IEEE, 2018.
Deep Learning and Hand-crafted Feature Based Approaches for Polyp Detection in Medical Videos In 31st IEEE CBMS International Symposium on Computer-Based Medical Systems. Karlstad, Sweden: IEEE, 2018. cbms_2018_paper_163_preprint.pdf (1.61 MB)
cbms_2018_paper_163_preprint.pdf (1.61 MB) Deep learning approaches for flood classification and flood aftermath detection In Working Notes Proceedings of the MediaEval 2018 Workshop. Vol. 2283. Sophia Antipolis, France: CEUR-WS.org, 2018. mediaeval_2018_satellite.pdf (365.65 KB)
mediaeval_2018_satellite.pdf (365.65 KB) Deep Learning Based Disease Detection Using Domain Specific Transfer Learning In MediaEval 2018. MediaEval, 2018. mediaeval_2018_working_notes_paper.pdf (366.65 KB)
mediaeval_2018_working_notes_paper.pdf (366.65 KB) Depresjon: A Motor Activity Database of Depression Episodes in Unipolar and Bipolar Patients In Proceedings of the 9th ACM Multimedia Systems Conference, Edited by P. Cesar, M. Zink and N. Murray. New York, NY, USA: ACM Press, 2018.
Dissecting Deep Neural Networks for Better Medical Image Classification and Classification Understanding In 31st IEEE CBMS International Symposium on Computer-Based Medical Systems. Karlstad, Sweden: IEEE, 2018.
Efficient Live and on-Demand Tiled HEVC 360 VR Video Streaming In 2018 IEEE International Symposium on Multimedia (ISM). Taichung, Taiwan: IEEE, 2018. paper.pdf (8.99 MB)
paper.pdf (8.99 MB) GameStory Task at MediaEval 2018 In Proceeding of the MediaEval Benchmarking Initiative for Multimedia Evaluation. CEUR Workshop Proceedings, 2018. mediaeval_18_paper_8.pdf (650.09 KB)
mediaeval_18_paper_8.pdf (650.09 KB) HINDSIGHT: An R-Based Framework Towards Long Short Term Memory (LSTM) Optimization In Multimedia Systems Conference (MMSys). ACM, 2018.
The Importance of Medical Multimedia In 2018 ACM Multimedia Conference (MM '18). New York, NY, USA: ACM Press, 2018.
Medico Multimedia Task at MediaEval 2018 In Working Notes Proceedings of the MediaEval 2018 Workshop. CEUR Workshop Proceedings, 2018. mediaeval_18_paper_63.pdf (348.1 KB)
mediaeval_18_paper_63.pdf (348.1 KB) The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning In MediaEval 2018. Nice, France: MediaEval, 2018. mediaeval_team_dv_10.pdf (374.73 KB)
mediaeval_team_dv_10.pdf (374.73 KB) "Mental Health Monitoring with Multimodal Sensing and Machine Learning: A Survey." Pervasive and Mobile Computing 51 (2018): 1-26.
"Methodology to develop machine learning algorithms to improve performance in gastrointestinal endoscopy." World Journal of Gastroenterology 45, no. 24 (2018): 5057-5062. wjg-24-5057.pdf (1.26 MB)
wjg-24-5057.pdf (1.26 MB) Mimir: An Automatic Reporting and Reasoning System for Deep Learning based Analysis in the Medical Domain In Proceedings of the 9th ACM Multimedia Systems Conference. Amsterdam, Netherlands: ACM, 2018.
Motor Activity Based Classification of Depression in Unipolar and Bipolar Patients In 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS), Edited by B. Kane. Karlstad, Sweden: IEEE, 2018.
"Multimodal analysis of user behavior and browsed content under different image search intents." International Journal of Multimedia Information Retrieval 7 (2018): 29-41.
OpenSea - Open Search Based Classification Tool In Proceedings of the 9th ACM Multimedia Systems Conference. Amsterdam, Netherlands: ACM, 2018.
Overview of ImageCLEF 2018: Challenges, datasets and evaluation In ImageCLEF 2018, Edited by P. Bellot. Springer, 2018.
