Kvasir-seg: A segmented polyp dataset D Jha, PH Smedsrud, MA Riegler, P Halvorsen, T De Lange, D Johansen, ... MultiMedia Modeling: 26th International Conference, MMM 2020, Daejeon, South …, 2020 | 1028 | 2020 |
Resunet++: An advanced architecture for medical image segmentation D Jha, PH Smedsrud, MA Riegler, D Johansen, T De Lange, P Halvorsen, ... 2019 IEEE international symposium on multimedia (ISM), 225-2255, 2019 | 919 | 2019 |
Doubleu-net: A deep convolutional neural network for medical image segmentation D Jha, MA Riegler, D Johansen, P Halvorsen, HD Johansen 2020 IEEE 33rd International symposium on computer-based medical systems …, 2020 | 648 | 2020 |
Kvasir: A multi-class image dataset for computer aided gastrointestinal disease detection K Pogorelov, KR Randel, C Griwodz, SL Eskeland, T de Lange, ... Proceedings of the 8th ACM on Multimedia Systems Conference, 164-169, 2017 | 567 | 2017 |
HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy H Borgli, V Thambawita, PH Smedsrud, S Hicks, D Jha, SL Eskeland, ... Scientific data 7 (1), 283, 2020 | 321 | 2020 |
On evaluation metrics for medical applications of artificial intelligence SA Hicks, I Strümke, V Thambawita, M Hammou, MA Riegler, P Halvorsen, ... Scientific reports 12 (1), 5979, 2022 | 320 | 2022 |
Mental health monitoring with multimodal sensing and machine learning: A survey E Garcia-Ceja, M Riegler, T Nordgreen, P Jakobsen, KJ Oedegaard, ... Pervasive and Mobile Computing 51, 1-26, 2018 | 295 | 2018 |
Real-time polyp detection, localization and segmentation in colonoscopy using deep learning D Jha, S Ali, NK Tomar, HD Johansen, D Johansen, J Rittscher, ... Ieee Access 9, 40496-40510, 2021 | 243 | 2021 |
Verifying multimedia use at mediaeval 2015 C Boididou, K Andreadou, S Papadopoulos, DT Dang Nguyen, G Boato, ... MediaEval 2015 1436, 2015 | 221 | 2015 |
A comprehensive study on colorectal polyp segmentation with ResUNet++, conditional random field and test-time augmentation D Jha, PH Smedsrud, D Johansen, T De Lange, HD Johansen, ... IEEE journal of biomedical and health informatics 25 (6), 2029-2040, 2021 | 214 | 2021 |
MSRF-Net: a multi-scale residual fusion network for biomedical image segmentation A Srivastava, D Jha, S Chanda, U Pal, HD Johansen, D Johansen, ... IEEE Journal of Biomedical and Health Informatics 26 (5), 2252-2263, 2021 | 192 | 2021 |
Tiling in interactive panoramic video: Approaches and evaluation VR Gaddam, M Riegler, R Eg, C Griwodz, P Halvorsen IEEE Transactions on Multimedia 18 (9), 1819-1831, 2016 | 174 | 2016 |
Fanet: A feedback attention network for improved biomedical image segmentation NK Tomar, D Jha, MA Riegler, HD Johansen, D Johansen, J Rittscher, ... IEEE Transactions on Neural Networks and Learning Systems, 2022 | 160 | 2022 |
Common limitations of image processing metrics: A picture story arXiv preprint arXiv:2104.05642, 2021 | 155 | 2021 |
Kvasir-Capsule, a video capsule endoscopy dataset PH Smedsrud, V Thambawita, SA Hicks, H Gjestang, OO Nedrejord, ... Scientific Data 8 (1), 142, 2021 | 136 | 2021 |
Natural disasters detection in social media and satellite imagery: a survey N Said, K Ahmad, M Riegler, K Pogorelov, L Hassan, N Ahmad, N Conci Multimedia Tools and Applications 78, 31267-31302, 2019 | 136 | 2019 |
DDANet: Dual decoder attention network for automatic polyp segmentation NK Tomar, D Jha, S Ali, HD Johansen, D Johansen, MA Riegler, ... Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021 | 115 | 2021 |
Chalearn joint contest on multimedia challenges beyond visual analysis: An overview HJ Escalante, V Ponce-López, J Wan, MA Riegler, B Chen, A Clapés, ... 2016 23rd international conference on pattern recognition (ICPR), 67-73, 2016 | 108 | 2016 |
Metrics reloaded: Pitfalls and recommendations for image analysis validation L Maier-Hein, B Menze arXiv. org, 2022 | 103 | 2022 |
Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy D Jha, S Ali, K Emanuelsen, SA Hicks, V Thambawita, E Garcia-Ceja, ... MultiMedia Modeling: 27th International Conference, MMM 2021, Prague, Czech …, 2021 | 97 | 2021 |