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Filters: 1 is biblio_type:Proceedings, refereed and 2 is biblio_type:Manuals and 3 is biblio_type:Poster and 4 is biblio_year:1988 and 5 is field_publication_state:18 and 6 is 6942 and 7 is biblio_year:2016 and Author is Dag Johansen [Reset Search]
Filters: 1 is biblio_type:Proceedings, refereed and 2 is biblio_type:Manuals and 3 is biblio_type:Poster and 4 is biblio_year:1988 and 5 is field_publication_state:18 and 6 is 6942 and 7 is biblio_year:2016 and Author is Dag Johansen [Reset Search]
"A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging." Medical Image Analysis (2021).
2.pdf (3.22 MB)
2.pdf (3.22 MB) "A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation." IEEE Journal of Biomedical and Health Informatics (2021). 09314114.pdf (6.16 MB)
09314114.pdf (6.16 MB) DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation In 25th International Conference on Pattern Recognition . Springer, 2021. endotect_segmentation_debesh.pdf (4.12 MB)
endotect_segmentation_debesh.pdf (4.12 MB) Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy In 27th International Conference on Multimedia Modeling. MMM 2021, 2021. mmm.pdf (648.64 KB)
mmm.pdf (648.64 KB) "Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning." IEEE Access (2021). 09369308.pdf (2.6 MB)
09369308.pdf (2.6 MB) DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation In CBMS 2020: International Symposium on Computer-Based Medical Systems. IEEE, 2020. 09183321_1.pdf (1.15 MB)
09183321_1.pdf (1.15 MB) "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 1 (2020): 1-29. 3386295.pdf (8.11 MB)
3386295.pdf (8.11 MB) Kvasir-SEG: A Segmented Polyp Dataset In International Conference on Multimedia Modeling. Daejeon, Korea: Springer, 2020. mmm_2020_kvasir_seg_debesh.pdf (4.04 MB)
mmm_2020_kvasir_seg_debesh.pdf (4.04 MB) LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification In The Joint International Conference PDCAT-PAAP 2020. Springer, 2020. pdcat_paap_springer_debesh.pdf (288.65 KB)
pdcat_paap_springer_debesh.pdf (288.65 KB) Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation In Medico MediaEval 2020. CEUR, 2020. 2020_automatic_polyp_segmentation_challenge_debesh.pdf (1.49 MB)
2020_automatic_polyp_segmentation_challenge_debesh.pdf (1.49 MB) PMData: a sports logging dataset In Proceedings of the 11th ACM Multimedia Systems Conference. ACM, 2020. 3339825.3394926.pdf (23.99 MB)
3339825.3394926.pdf (23.99 MB) Real-Time Detection of Events in Soccer Videos using 3D Convolutional Neural Networks In 2020 IEEE International Symposium on Multimedia (ISM). IEEE, 2020.
"Efficient Live and On-Demand Tiled HEVC 360 VR Video Streaming." International Journal of Semantic Computing 13, no. 3 (2019): 367-391.
Performance of Data Enhancements and Training Optimization for Neural Network – A Polyp Detection Case Study In IEEE CBMS International Symposium on Computer-Based Medical Systems (CBMS). IEEE, 2019. cbms2019.pdf (5.12 MB)
cbms2019.pdf (5.12 MB) Predicting Peek Readiness-to-Train of Soccer Players Using Long Short-Term Memory Recurrent Neural Networks In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019. cbmi2019-pmsys.pdf (1.88 MB)
cbmi2019-pmsys.pdf (1.88 MB) Real-time Analysis of Physical Performance Parameters in Elite Soccer In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019. cbmi2019-metrix.pdf (489.5 KB)
cbmi2019-metrix.pdf (489.5 KB) ResUNet++: An Advanced Architecture for Medical Image Segmentation In 2019 IEEE International Symposium on Multimedia (ISM). San Diego, California, USA: IEEE, 2019. resunet_accepted_debesh.pdf (1.01 MB)
resunet_accepted_debesh.pdf (1.01 MB) Semantic Analysis of Soccer News for Automatic Game Event Classification In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019. cbmi_2019_aanund_football_news.pdf (734.15 KB)
cbmi_2019_aanund_football_news.pdf (734.15 KB) "Camera Synchronization for Panoramic Videos." In MediaSync, edited by M. Montagud, P. Cesar, F. Boronat and J. Jansen, 565-592. Springer, 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) 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) 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) OpenSea - Open Search Based Classification Tool In Proceedings of the 9th ACM Multimedia Systems Conference. Amsterdam, Netherlands: ACM, 2018.
"Efficient disease detection in gastrointestinal videos – global features versus neural networks." Multimedia Tools and Applications 76, no. 21 (2017): 22493-22525. pogorelov_et_al-2017-multimedia_tools_and_applications.pdf (7.69 MB)
pogorelov_et_al-2017-multimedia_tools_and_applications.pdf (7.69 MB) EIR: changing the scene of automatic detection software for gastrointestinal endoscopy In World Congress of GI Endoscopy, Edited by T. de Lange. Hyderabad, India: World Endoscopic Organisation, 2017.