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Department of Computer Science michael.a.riegler@uit.no Tromsø

Riegler, Michael Alexander



  • Storås, Andrea Marheim; Strumke, Inga; Riegler, Michael Alexander; Grauslund, Jakob; Hammer, Hugo Lewi; Yazidi, Anis; Halvorsen, Pål; Gundersen, Kjell Gunnar; Utheim, Tor Paaske; Jackson, Catherine Joan. Artificial intelligence in dry eye disease. The ocular surface 2022; Volum 23. ISSN 1542-0124.s 74 - 86.s doi: 10.1016/j.jtos.2021.11.004.
  • Jha, Debesh; Smedsrud, Pia; Johansen, Dag; de Lange, Thomas; Johansen, Håvard D.; Halvorsen, Pål; Riegler, Michael Alexander. A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation. IEEE journal of biomedical and health informatics 2021. ISSN 2168-2194.s doi: 10.1109/JBHI.2021.3049304.
  • Thambawita, Vajira; Isaksen, Jonas L.; Hicks, Steven A.; Ghouse, Jonas; Ahlberg, Gustav; Linneberg, Allan; Grarup, Niels; Ellervik, Christina; Olesen, Morten Salling; Hansen, Torben; Graff, Claus; Holstein-Rathlou, Niels-Henrik; Strümke, Inga; Hammer, Hugo L.; Maleckar, Mary M.; Halvorsen, Pål; Riegler, Michael A.; Kanters, Jørgen K.. DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine. Scientific Reports 2021; Volum 11 (1). ISSN 2045-2322.s doi: 10.1038/s41598-021-01295-2.
  • Svennevik, Hanna; Riegler, Michael A.; Hicks, Steven; Storelvmo, Trude; Hammer, Hugo L.. Prediction of cloud fractional cover using machine learning. Big Data and Cognitive Computing 2021; Volum 5 (4). ISSN 2504-2289.s doi: 10.3390/bdcc5040062.
  • Strumke, Inga; Hicks, Steven; Thambawita, Vajira L B; Jha, Debesh; Parasa, Sravanthi; Riegler, Michael Alexander; Halvorsen, Pål. Artificial Intelligence in Gastroenterology. Springer Nature 2021 ISBN 978-3-030-58080-3.s doi: 10.1007/978-3-030-58080-3_163-2.
  • Riegler, Michael Alexander; Stensen, Mette Haug; Witczak, Oliwia; Andersen, Jorunn Marie; Hicks, Steven; Hammer, Hugo Lewi; Delbarre, Erwan; Halvorsen, Pål; Yazidi, Anis; Holst, Nicolai; Haugen, Trine B.. Artificial intelligence in the fertility clinic: status, pitfalls and possibilities. Human Reproduction 2021. ISSN 0268-1161.s doi: 10.1093/humrep/deab168.
  • Ovesen, Aril Bernhard; Nordmo, Tor-Arne Schmidt; Johansen, Håvard D.; Riegler, Michael Alexander; Halvorsen, Pål; Johansen, Dag. File system support for privacy-preserving analysis and forensics in low-bandwidth edge environments. Information 2021; Volum 12 (10). ISSN 2078-2489.s 1 - 19.s doi: 10.3390/info12100430.
  • Kolevatova, Anastasiia; Riegler, Michael; Cherubini, Francesco; Hu, Xiangping; Hammer, Hugo Lewi. Unraveling the impact of land cover changes on climate using machine learning and explainable artificial intelligence. Big Data and Cognitive Computing 2021; Volum 5 (4). ISSN 2504-2289.s 1 - 17.s doi: 10.3390/bdcc5040055.
  • Nordmo, Tor-Arne Schmidt; Ovesen, Aril Bernhard; Johansen, Håvard D.; Riegler, Michael Alexander; Halvorsen, Pål; Johansen, Dag. Dutkat: A Multimedia System for Catching Illegal Catchers in a Privacy-Preserving Manner. 2021 ISBN 978-1-4503-8529-9.s 57 - 61.s doi: 10.1145/3463944.3469102.
  • Baugerud, Gunn Astrid; Johnson, Miriam Sinkerud; Røed, Ragnhild Klingenberg; Lamb, Michael E.; Powell, Martine; Thambawita, Vajira L B; Hicks, Steven; Salehi, Pegah; Hassan, Syed Zohaib; Halvorsen, Pål; Riegler, Michael. Multimodal Virtual Avatars for Investigative Interviews with Children. 2021 ISBN 978-1-4503-8529-9.s 2 - 8.s doi: https://doi.org/10.1145/3463944.3469269.
  • Rongved, Olav Andre Nergård; Hicks, Steven; Thambawita, Vajira L B; Stensland, Håkon Kvale; Zouganeli, Evi; Johansen, Dag; Riegler, Michael Alexander; Halvorsen, Pål. Using 3D Convolutional Neural Networks for Real-time Detection of Soccer Events. International Journal of Semantic Computing (IJSC) 2021. ISSN 1793-351X.s doi: 10.1142/S1793351X2140002X.
  • Jha, Debesh; Ali, Sharib; Tomar, Nikhil Kumar; Johansen, Håvard D.; Johansen, Dag; Rittscher, Jens; Riegler, Michael A.; Halvorsen, Pal. Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning. IEEE Access 2021; Volum 9. ISSN 2169-3536.s 40496 - 40510.s doi: 10.1109/ACCESS.2021.3063716.
  • Rongved, Olav A. Nergård; Hicks, Steven A.; Thambawita, Vajira; Stensland, Håkon K.; Zouganeli, Evi; Johansen, Dag; Midoglu, Cise; Riegler, Michael A.; Halvorsen, Pål. Using 3D Convolutional Neural Networks for Real-time Detection of Soccer Events. International Journal of Semantic Computing (IJSC) 2021; Volum 15 (2). ISSN 1793-351X.s 161 - 187.s doi: 10.1142/S1793351X2140002X.
  • Midoglu, Cise; Kousias, Konstantinos; Alay, Ozgu; Lutu, Andra; Argyriou, Antonios; Riegler, Michael; Griwodz, Carsten. Large scale “speedtest” experimentation in Mobile Broadband Networks. Computer Networks 2021; Volum 184. ISSN 1389-1286.s 1 - 16.s doi: 10.1016/j.comnet.2020.107629.
  • Jha, Debesh; Ali, Sharib; Hicks, Steven; Thambawita, Vajira L B; Borgli, Hanna; Smedsrud, Pia H.; de Lange, Thomas; Pogorelov, Konstantin; Wang, Xiaowei; Harzig, Philipp; Tran, Minh-Triet; Meng, Wenhua; Hoang, Trung-Hieu; Dias, Danielle; Ko, Tobey H.; Agrawal, Taruna; Ostroukhova, Olga; Khan, Zeshan; Tahir, Muhammed Atif; Liu, Yang; Chang, Yuan; Kirkerød, Mathias; Johansen, Dag; Lux, Mathias; Johansen, Håvard D.; Riegler, Michael; Halvorsen, Pål. A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging. Medical Image Analysis 2021; Volum 70. ISSN 1361-8415.s doi: 10.1016/j.media.2021.102007.
  • Smedsrud, Pia; Thambawita, Vajira L B; Hicks, Steven; Gjestang, Henrik; Olsen Nedrejord, Oda; Næss, Espen; Borgli, Hanna; Jha, Debesh; Berstad, Tor Jan; Eskeland, Sigrun Losada; Lux, Mathias; Espeland, Håvard; Petlund, Andreas; Dang Nguyen, Duc Tien; Garcia-Ceja, Enrique; Johansen, Dag; Schmidt, Peter Thelin; Toth, Ervin; Hammer, Hugo Lewi; de Lange, Thomas; Riegler, Michael Alexander; Halvorsen, Pål. Kvasir-Capsule, a video capsule endoscopy dataset. Scientific Data 2021; Volum 8. ISSN 2052-4463.s doi: 10.1038/s41597-021-00920-z.
  • Nedrejord, Oda Olsen; Lasantha Bandara Thambawita, Vajira; Hicks, Steven; Halvorsen, Pål; Riegler, Michael. Vid2Pix - A Framework for Generating High-Quality Synthetic Videos. IEEE 2020 ISBN 978-1-7281-8698-6.s 25 - 26.s doi: 10.1109/ISM.2020.00010.
  • Wu, Cheng-Hao; Hsu, Chih-Fan; Kuo, Ting-Chun; Griwodz, Carsten; Riegler, Michael Alexander; Morin, Géraldine; Hsu, Cheng-Hsin. PCC arena: a benchmark platform for point cloud compression algorithms. Association for Computing Machinery (ACM) 2020 ISBN 9781450379472.s 1 - 6.s doi: 10.1145/3386293.
  • Rongved, Olav Andre Nergård; Hicks, Steven; Lasantha Bandara Thambawita, Vajira; Stensland, Håkon Kvale; Zouganeli, Evi; Johansen, Dag; Riegler, Michael; Halvorsen, Pål. Real-Time Detection of Events in Soccer Videos using 3D Convolutional Neural Networks. IEEE 2020 ISBN 978-1-7281-8698-6.s 135 - 144.s doi: 10.1109/ISM.2020.00030.
  • Hicks, Steven; Lasantha Bandara Thambawita, Vajira; Hammer, Hugo Lewi; Haugen, Trine B.; Andersen, Jorunn Marie; Witczak, Oliwia; Halvorsen, Pål; Riegler, Michael. ACM Multimedia BioMedia 2020 Grand Challenge Overview. Association for Computing Machinery (ACM) 2020 ISBN 978-1-4503-7988-5.s 4655 - 4658.s doi: https://doi.org/10.1145/3394171.3416287.
  • Le, Tu-Khiem; Ninh, Van-Tu; Zhou, Liting; Nguyen-Ngoc, Minh-Huy; Piras, Luca; Riegler, Michael Alexander; Halvorsen, Pål; Lux, Mathias; Tran, Minh-Triet; Healy, Graham; Gurrin, Cathal; Dang Nguyen, Duc Tien. Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data. CEUR Workshop Proceedings 2020. ISSN 1613-0073.
  • Ninh, Van-Tu; Le, Tu-Khiem; Zhou, Liting; Piras, Luca; Riegler, Michael Alexander; Halvorsen, Pål; Lux, Mathias; Tran, Minh-Triet; Gurrin, Cathal; Dang Nguyen, Duc Tien. Overview of ImageCLEF Lifelog 2020: Lifelog Moment Retrieval and Sport Performance Lifelog. (fulltekst) CEUR Workshop Proceedings 2020. ISSN 1613-0073.
  • Ross, Tobias; Reinke, Annika; M. Full, Peter; Wagner, Martin; Kenngott, Hannes; Apitz, Martin; Hempe, Hellena; Mindroc Filimon, Diana; Scholz, Patrick; Tran, Thuy Nuong; Bruno, Pierangela; Arbeláez, Pablo; Bian, Gui-Bin; Bodenstedt, Sebastian; Lindström Bolmgren, Jon; Bravo-Sánchez, Laura; Chen, Hua-Bin; González, Cristina; Guo, Dong; Halvorsen, Pål; Heng, Pheng-Ann; Hosgor, Enes; Hou, Zeng-Guang; Isensee, Fabian; Jha, Debesh; Jiang, Tingting; Jin, Yueming; Kirtac, Kadir; Kletz, Sabrina; Leger, Stefan; Li, Zhixuan; H. Maier-Hein, Klaus; Ni, Zhen-Liang; Riegler, Michael; Schoeffmann, Klaus; Shi, Ruohua; Speidel, Stefanie; Stenzel, Michael; Twick, Isabell; Wang, Gutai; Wang, Jiacheng; Wang, Liansheng; Wang, Lu; Zhang, Yujie; Zhou, Yan-Jie; Zhu, Lei; Wiesenfarth, Manuel; Kopp-Schneider, Annette; P. Müller-Stich, Beat; Maier-Hein, Lena. Comparative validation of multi-instance instrument segmentation in endoscopy: results of the ROBUST-MIS 2019 challenge. Medical Image Analysis 2020; Volum 70. ISSN 1361-8415.s doi: 10.1016/j.media.2020.101920.
  • Johansen, Håvard D.; Johansen, Dag; Kupka, Tomas; Riegler, Michael; Halvorsen, Pål. Scalable Infrastructure for Efficient Real-Time Sports Analytics. Association for Computing Machinery (ACM) 2020 ISBN 978-1-4503-8002-7.s 230 - 234.s doi: https://doi.org/10.1145/3395035.3425300.
  • Ionescu, Bogdan; Müller, Henning; Péteri, Renaud; Abacha, Asma Ben; Datla, Vivek; Hasan, Sadid A.; Demner-Fushman, Dina; Kozlovski, Serge; Liauchuk, Vitali; Cid, Yashin Dicente; Kovalev, Vassili; Pelka, Obioma; Friedrich, Christoph M.; García Seco de Herrera, Alba; Ninh, Van-Tu; Le, Tu-Khiem; Zhou, Liting; Piras, Luca; Riegler, Michael; Halvorsen, Pål; Tran, Minh-Triet; Lux, Mathias; Gurrin, Cathal; Dang Nguyen, Duc Tien; Chamberlain, Jon; Clark, Adrian; Campello, Antonio; Fichou, Dimitri; Berari, Raul; Brie, Paul; Dogariu, Mihai; Ştefan, Liviu Daniel; Constantin, Mihai Gabriel. Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. Lecture Notes in Computer Science (LNCS) 2020; Volum 12260. ISSN 0302-9743.s 311 - 341.s doi: 10.1007/978-3-030-58219-7_22.
  • Ionescu, Bogdan; Müller, Henning; Péteri, Renaud; Dang Nguyen, Duc Tien; Zhou, Liting; Piras, Luca; Riegler, Michael; Halvorsen, Pål; Tran, Minh-Triet; Lux, Mathias; Gurrin, Cathal; Chamberlain, Jon; Clark, Adrian; Campello, Antonio; Herrera, Alba G. Seco de; Abacha, Asma Ben; Datla, Vivak; Hasan, Sadid A.; Liu, Joey; Demner-Fushman, Dina; Pelka, Obioma; Friedrich, Christoph M.; Cid, Yashin Dicente; Kozlovski, Serge; Liauchuk, Vitali; Kovalev, Vassili; Berari, Raul; Brie, Paul; Fichou, Dimitri; Dogariu, Mihai; Stefan, Liviu Daniel; Constantin, Mihai Gabriel. ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. Springer 2020 ISBN 978-3-030-45438-8.s 533 - 541.s doi: 10.1007/978-3-030-45442-5_69.
  • Jakobsen, Petter; Garcia-Ceja, Enrique; Stabell, Lena Antonsen; Ødegaard, Ketil Joachim; Berle, Jan Øystein; Lasantha Bandara Thambawita, Vajira; Hicks, Steven; Halvorsen, Pål; Fasmer, Ole Bernt; Riegler, Michael. PSYKOSE: A motor activity database of patients with schizophrenia. IEEE International Symposium on Computer-Based Medical Systems 2020. ISSN 2372-9198.s 303 - 308.s doi: 10.1109/CBMS49503.2020.00064.
  • Jha, Debesh; Riegler, Michael Alexander; Johansen, Dag; Halvorsen, Pål; Johansen, Håvard D.. DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation. IEEE International Symposium on Computer-Based Medical Systems 2020. ISSN 2372-9198.s doi: 10.1109/CBMS49503.2020.00111.
  • Lasantha Bandara Thambawita, Vajira; Jha, Debesh; Hammer, Hugo Lewi; Johansen, Håvard D.; Johansen, Dag; Halvorsen, Pål; Riegler, Michael. 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 (HEALTH) 2020; Volum 1 (3). ISSN 2691-1957.s doi: 10.1145/3386295.
  • Borgli, Hanna; Lasantha Bandara Thambawita, Vajira; Smedsrud, Pia; Hicks, Steven; Jha, Debesh; Eskeland, Sigrun Losada; Randel, Kristin Ranheim; Pogorelov, Konstantin; Lux, Mathias; Dang Nguyen, Duc Tien; Johansen, Dag; Griwodz, Carsten; Stensland, Håkon Kvale; Garcia-Ceja, Enrique; Schmidt, Peter T; Hammer, Hugo Lewi; Riegler, Michael; Halvorsen, Pål; de Lange, Thomas. HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy. Scientific Data 2020; Volum 7. ISSN 2052-4463.s doi: 10.1038/s41597-020-00622-y.
  • Jakobsen, Petter; Garcia-Ceja, Enrique; Riegler, Michael; Stabell, Lena Antonsen; Nordgreen, Tine; Tørresen, Jim; Fasmer, Ole Bernt; Ødegaard, Ketil Joachim. Applying machine learning in motor activity time series of depressed bipolar and unipolar patients compared to healthy controls. PLOS ONE 2020; Volum 15:e0231995 (8). ISSN 1932-6203.s 1 - 16.s doi: 10.1371/journal.pone.0231995.
  • Lasantha Bandara Thambawita, Vajira; Hicks, Steven; Borglia, Hanna; Stensland, Håkon Kvale; Jha, Debesh; Svensen, Martin Kristoffer; Pettersen, Svein Arne; Johansen, Dag; Johansen, Håvard D.; Pettersen, Susann Dahl; Nordvang, Simon; Pedersen, Sigurd; Gjerdrum, Anders Tungeland; Grønli, Tor-Morten; Fredriksen, Per Morten; Eg, Ragnhild; Hansen, Kjeld S.; Fagernes, Siri; Claudi-Nielsen, Christine; Biørn-Hansen, Andreas; Dang Nguyen, Duc Tien; Kupka, Tomas; Hammer, Hugo Lewi; Jain, Ramesh; Riegler, Michael; Halvorsen, Pål. PMData: a sports logging dataset. Association for Computing Machinery (ACM) 2020 ISBN 978-1-4503-6845-2.s 231 - 236.s doi: 10.1145/3339825.3394926.
  • Svoren, Henrik; Lasantha Bandara Thambawita, Vajira; Halvorsen, Pål; Jakobsen, Petter; Garcia-Ceja, Enrique; Noori, Farzan Majeed; Hammer, Hugo Lewi; Lux, Mathias; Riegler, Michael; Hicks, Steven. Toadstool: a dataset for training emotional intelligent machines playing Super Mario Bros. Association for Computing Machinery (ACM) 2020 ISBN 978-1-4503-6845-2.s 309 - 314.s doi: 10.1145/3339825.3394939.
  • Noori, Farzan; Riegler, Michael; Uddin, Md Zia; Tørresen, Jim. Human Activity Recognition from Multiple Sensors Data Using Multi-Fusion Representations and CNNs. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) 2020; Volum 16 (2). ISSN 1551-6857.s doi: 10.1145/3377882.
  • Jha, Debesh; Smedsrud, Pia; Riegler, Michael; Halvorsen, Pål; de Lange, Thomas; Johansen, Dag; Johansen, Håvard D.. Kvasir-SEG: A segmented polyp dataset. Lecture Notes in Computer Science (LNCS) 2020; Volum 11962 LNCS. ISSN 0302-9743.s 451 - 462.s doi: 10.1007/978-3-030-37734-2_37.
  • Van, Tu-ninh; Le, Tu-Khiem; Zhou, Liting; Piras, Luca; Riegler, Michael; Lux, Mathias; Tran, Minh-Triet; Gurrin, Cathal; Dang Nguyen, Duc Tien. LIFER 2.0: Discovering Personal Lifelog Insights using an Interactive Lifelog Retrieval System. CEUR Workshop Proceedings 2019; Volum 2380. ISSN 1613-0073.
  • Gurrin, Cathal; Schoeffmann, Klaus; Joho, Hideo; Leibetseder, Andreas; Zhou, Liting; Duane, Aaron; Dang Nguyen, Duc Tien; Riegler, Michael; Piras, Luca; Tran, Minh-Triet; Lokoč, Jakub; Hürst, Wolfgang. Comparing approaches to interactive lifelog search at the Lifelog Search challenge (LSC2018). ITE Transactions on Media Technology and Applications 2019; Volum 7 (2). ISSN 2186-7364.s 46 - 59.s doi: 10.3169/mta.7.46.
  • Jha, Debesh; Smedsrud, Pia; Riegler, Michael; Johansen, Dag; de Lange, Thomas; Halvorsen, Pål; Johansen, Håvard D.. ResUNet++: An Advanced Architecture for Medical Image Segmentation. (data) IEEE 2019 ISBN 978-1-7281-5606-4.s 225 - 230.s doi: 10.1109/ISM46123.2019.00049.
  • Hicks, Steven; Riegler, Michael; Smedsrud, Pia; Haugen, Trine B.; Randel, Kristin Ranheim; Pogorelov, Konstantin; Stensland, Håkon Kvale; Dang Nguyen, Duc Tien; Lux, Mathias; Petlund, Andreas; de Lange, Thomas; Schmidt, Peter T; Halvorsen, Pål. ACM Multimedia BioMedia 2019 Grand Challenge Overview. ACM Publications 2019 ISBN 978-1-4503-6889-6.s 2563 - 2567.s doi: 10.1145/3343031.3356058.
  • Pogorelov, Konstantin; Suman, Shipra; Azmadi Hussin, Fawnizu; Saeed Malik, Aamir; Ostroukhova, Olga; Riegler, Michael; Halvorsen, Pål; Hooi Ho, Shiaw; Goh, Khean-Lee. Bleeding detection in wireless capsule endoscopy videos - Color versus texture features. Journal of Applied Clinical Medical Physics 2019; Volum 20 (8). ISSN 1526-9914.s 141 - 154.s doi: 10.1002/acm2.12662.
  • Halvorsen, Pål; Riegler, Michael; Schoeffmann, Klaus. Medical Multimedia Systems and Applications. ACM Publications 2019 ISBN 978-1-4503-6889-6.s doi: 10.1145/3343031.3351319.
  • Hicks, Steven; Smedsrud, Pia H; Riegler, Michael; de Lange, Thomas; Petlund, Andreas; Eskeland, Sigrun Losada; Pogorelov, Konstantin; Schmidt, Peter Thelin; Halvorsen, Pål. Deep Learning for Automatic Geneation of Endoscopy Reports. Gastrointestinal Endoscopy 2019; Volum 89 (6). ISSN 0016-5107.s doi: 10.1016/j.gie.2019.04.053.
  • Lux, Mathias; Halvorsen, Pål; Dang Nguyen, Duc Tien; Stensland, Håkon Kvale; Kesavulu, Manjo; Potthast, Martin; Riegler, Michael. Summarizing E-Sports Matches and Tournaments - The Example of Counter-Strike: Global Offensive. (fulltekst) ACM Publications 2019 ISBN 978-1-4503-6299-3.s 13 - 18.s doi: 10.1145/3304113.3326116.
  • Haugen, Trine B.; Hicks, Steven; Andersen, Jorunn Marie; Witczak, Oliwia; Hammer, Hugo Lewi; Borgli, Rune Johan; Halvorsen, Pål; Riegler, Michael. VISEM: A Multimodal Video Dataset of Human Spermatozoa. ACM Publications 2019 ISBN 978-1-4503-6297-9.s 261 - 266.s doi: 10.1145/3304109.3325814.
  • Kirkerød, Mathias; Borgli, Rune Johan; Thambawita, Vajira; Hicks, Steven; Riegler, Michael; Halvorsen, Pål. Unsupervised Preprocessing to Improve Generalisation for Medical Image Classification. (fulltekst) International Symposium on Medical Information and Communication Technology 2019. ISSN 2326-828X.s doi: 10.1109/ISMICT.2019.8743979.
  • Kashif, Ahmad; Pogorelov, Konstantin; Riegler, Michael; Nicola, Conci; Halvorsen, Pål. Social media and satellites - Disaster event detection, linking and summarization. (fulltekst) Multimedia tools and applications 2019; Volum 78 (3). ISSN 1380-7501.s 2837 - 2875.s doi: 10.1007/s11042-018-5982-9.
  • Lux, Mathias; Riegler, Michael; Halvorsen, Pål; Dang-Nguyen, Duc-Tien; Potthast, Martin. Challenges for Multimedia Research in E-Sports Using Counter-Strike Global Offensive as an Example. Springer 2019 ISBN 978-3-658-27395-8.s doi: 10.1007/978-3-658-27395-8_13.
  • Hammer, Hugo Lewi; Riegler, Michael Alexander; Øvrelid, Lilja; Velldal, Erik. THREAT: A Large Annotated Corpus for Detection of Violent Threats. IEEE conference proceedings 2019 (12) ISBN 978-1-7281-4673-7. ISSN 1949-3991.s 1 - 5.s doi: 10.1109/CBMI.2019.8877435.
  • Borgli, Rune Johan; Stensland, Håkon Kvale; Halvorsen, Pål; Riegler, Michael Alexander. Saga: An Open Source Platform for Training Machine Learning Models and Community-driven Sharing of Techniques. IEEE conference proceedings 2019 (12) ISBN 978-1-7281-4673-7. ISSN 1949-3991.s doi: 10.1109/CBMI.2019.8877455.
  • Markussen, Jonas Sæther; Kristiansen, Lars Bjørlykke; Borgli, Rune Johan; Stensland, Håkon Kvale; Seifert, Friedrich; Riegler, Michael Alexander; Griwodz, Carsten; Halvorsen, Pål. Flexible device compositions and dynamic resource sharing in PCIe interconnected clusters using Device Lending. (fulltekst) Cluster Computing 2019; Volum 22 (86). ISSN 1386-7857.s 1 - 24.s doi: 10.1007/s10586-019-02988-0.
  • Thambawita, Vajira; Hammer, Hugo Lewi; Riegler, Michael Alexander; Halvorsen, Pål. GANEx: A complete pipeline of training, inference and benchmarking GAN experiments. IEEE conference proceedings 2019 (12) ISBN 978-1-7281-4673-7. ISSN 1949-3991.s doi: 10.1109/CBMI.2019.8877387.
  • Frogner, Joakim Ihle; Noori, Farzan Majeed; Halvorsen, Pål; Hicks, Steven; Garcia-Ceja, Enrique; Tørresen, Jim; Riegler, Michael. One-Dimensional Convolutional Neural Networks on Motor Activity Measurements in Detection of Depression. (fulltekst) (sammendrag) Association for Computing Machinery (ACM) 2019 ISBN 978-1-4503-6914-5.s 9 - 15.s doi: 10.1145/3347444.3356238.
  • Noori, Farzan Majeed; Kahlon, Smiti; Lindner, Philip; Nordgreen, Tine; Tørresen, Jim; Riegler, Michael. Heart Rate Prediction from Head Movement during Virtual Reality Treatment for Social Anxiety. IEEE conference proceedings 2019 (12) ISBN 978-1-7281-4673-7. ISSN 1949-3991.s doi: 10.1109/CBMI.2019.8877454.
  • Ionescu, Bogdan; Müller, Henning; Péteri, Renaud; Cid, Yashin Dicente; Liauchuk, Vitali; Kovalev, Vassili; Klimuk, Dzmitri; Tarasau, Aleh; Abacha, Asma Ben; Hasan, Sadid A.; Datla, Vivek; Liu, Joey; Demner-Fushman, Dina; Dang Nguyen, Duc Tien; Piras, Luca; Riegler, Michael; Tran, Minh-Triet; Lux, Mathias; Gurrin, Cathal; Pelka, Obioma; Friedrich, Christoph M.; Garcia Seco de Herrera, Alba; Garcia, Narciso; Kavallieratou, Ergina; del Blanco, Carlos Roberto; Cuevas, Carlos; Vasillopoulos, Nikos; Karampidis, Konstantinos; Chamberlain, Jon; Clark, Adrian; Campello, Antonio. ImageCLEF 2019: Multimedia retrieval in medicine, lifelogging, security and nature. Lecture Notes in Computer Science (LNCS) 2019; Volum 11696 LNCS. ISSN 0302-9743.s 358 - 386.s doi: 10.1007/978-3-030-28577-7_28.
  • Piras, Luca; Caputo, Barbara; Dang Nguyen, Duc Tien; Riegler, Michael Alexander; Halvorsen, Pål. Image Retrieval Evaluation in Specific Domains. The Information Retrieval Series (IR) 2019; Volum 41. ISSN 1387-5264.s 275 - 305.s doi: 10.1007/978-3-030-22948-1_12.
  • Garcia Ceja, Enrique Alejandro; Riegler, Michael Alexander; Kvernberg, Anders Kongsli; Tørresen, Jim. User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation. (fulltekst) User modeling and user-adapted interaction 2019. ISSN 0924-1868.s 1 - 29.s doi: 10.1007/s11257-019-09248-1.
  • Jeppsson, Mattis; Espeland, Håvard; Kupka, Tomas; Langseth, Ragnar; Petlund, Andreas; Peng, Qiaoqiao; Xue, Chuansong; Johansen, Dag; Pogorelov, Konstantin; Stensland, Håkon Kvale; Griwodz, Carsten; Riegler, Michael; Halvorsen, Pål. Efficient live and on-demand tiled HEVC 360 VR video streaming. International Journal of Semantic Computing (IJSC) 2019; Volum 13 (3). ISSN 1793-351X.s 367 - 391.s doi: 10.1142/S1793351X19400166.
  • Hicks, Steven; Andersen, Jorunn Marie; Witczak, Oliwia; Lasantha Bandara Thambawita, Vajira; Halvorsen, Pål; Hammer, Hugo Lewi; Haugen, Trine B.; Riegler, Michael Alexander. Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction. (fulltekst) (omtale) Scientific Reports 2019; Volum 9. ISSN 2045-2322.s doi: 10.1038/s41598-019-53217-y.
  • Noori, Farzan Majeed; Garcia-Ceja, Enrique; Uddin, Md Zia; Riegler, Michael; Tørresen, Jim. Fusion of Multiple Representations Extracted from a Single Sensor’s Data for Activity Recognition Using CNNs. (fulltekst) IEEE 2019 (19028435) ISBN 978-1-7281-1985-4. ISSN 2161-4393.s doi: 10.1109/IJCNN.2019.8851898.
  • Borgli, Rune Johan; Halvorsen, Pål; Riegler, Michael; Stensland, Håkon Kvale. Automatic Hyperparameter Optimization for Transfer Learning on Medical Image Datasets Using Bayesian Optimization. International Symposium on Medical Information and Communication Technology 2019; Volum 2019-May. ISSN 2326-828X.s doi: 10.1109/ISMICT.2019.8743779.
  • Dang Nguyen, Duc Tien; Piras, Luca; Riegler, Michael; Zhou, Liting; Lux, Mathias; Tran, Minh Triet; Le, Tu-Khiem; Ninh, Van-Tu; Gurrin, Cathal. Overview of ImageCLEFlifelog 2019: Solve My Life Puzzle and Lifelog Moment Retrieval.. (fulltekst) CEUR Workshop Proceedings 2019; Volum 2380. ISSN 1613-0073.
  • Henriksen, Fredrik Lund; Jensen, Rune; Stensland, Håkon Kvale; Johansen, Dag; Riegler, Michael; Halvorsen, Pål. Performance of data enhancements and training optimization for neural network: A polyp detection case study. IEEE International Symposium on Computer-Based Medical Systems 2019. ISSN 2372-9198.s doi: 10.1109/CBMS.2019.00067.
  • Nordskog, Aanund Jupskaas; Halvorsen, Pål; Hicks, Steven; Stensland, Haakon; Hammer, Hugo Lewi; Johansen, Dag; Riegler, Michael. Semantic Analysis of Soccer News for Automatic Game Event Classification. (fulltekst) IEEE conference proceedings 2019 (12) ISBN 978-1-7281-4673-7. ISSN 1949-3991.s doi: 10.1109/CBMI.2019.8877417.
  • Wiik, Theodor; Johansen, Håvard D.; Pettersen, Svein Arne; Matias Do Vale Baptista, Ivan Andre; Kupka, Tomas; Johansen, Dag; Riegler, Michael; Halvorsen, Pål. Predicting peek readiness-to-train of soccer players using long short-term memory recurrent neural networks. (fulltekst) IEEE conference proceedings 2019 (12) ISBN 978-1-7281-4673-7. ISSN 1949-3991.s doi: 10.1109/CBMI.2019.8877406.
  • Ahmad, Kashif; Pogorelov, Konstantin; Riegler, Michael; Ostroukhova, Olga; Halvorsen, Pål; Conci, Nicola; Dahyot, Rozenn. Automatic detection of passable roads after floods in remote sensed and social media data. (fulltekst) Signal processing. Image communication 2019; Volum 74. ISSN 0923-5965.s 110 - 118.s doi: 10.1016/j.image.2019.02.002.
  • Ionescu, Bogdan; Müller, Henning; Peteri, Renaud; Dang Nguyen, Duc Tien; Piras, Luca; Riegler, Michael; Tran, Minh Triet; Lux, Mathias; Gurrin, Cathal; Cid, Yashin Dicente; Liauchuk, Vitali; Kovalev, Vassili; Ben Abacha, Asma; Hasan, Sadid A.; Datla, Vivek; Liu, Joey; Demner-Fushman, Dina; Pelka, Obioma; Friedrich, C.; Chamberlain, Jon; Clark, Adrian; de Herrera, Alba Garcia Seco; Garcia, Narciso; Kavallieratou, Ergina; del Blanco, Carlos Roberto; Rodriguez, Carlos Cuevas; Vasillopoulos, Nikos; Karampidis, Konstantinos. ImageCLEF 2019: Multimedia retrieval in lifelogging, medical, nature, and security applications. Lecture Notes in Computer Science (LNCS) 2019; Volum 11438 LNCS. ISSN 0302-9743.s 301 - 308.s doi: 10.1007/978-3-030-15719-7_40.
  • Said, Naina; Pogorelov, Konstantin; Ahmad, Kashif; Riegler, Michael; Ahmad, Nasir; Ostroukhova, Olga; Halvorsen, Pål; Conci, Nicola. Deep learning approaches for flood classification and flood afermath detection. (fulltekst) CEUR Workshop Proceedings 2018; Volum 2283. ISSN 1613-0073.s 1 - 3.
  • Murabito, Francesca; Spampinato, Concetto; Palazzo, Simone; Giordano, Daniela; Pogorelov, Konstantin; Riegler, Michael. Top-down saliency detection driven by visual classification. (fulltekst) Computer Vision and Image Understanding 2018; Volum 172. ISSN 1077-3142.s 67 - 76.s doi: 10.1016/j.cviu.2018.03.005.
  • Lux, Mathias; Riegler, Michael; Dang Nguyen, Duc Tien; Larson, Marcus; Potthast, Martin; Halvorsen, Pål. GameStory task at MediaEval 2018. (data) (fulltekst) CEUR Workshop Proceedings 2018; Volum 2283. ISSN 1613-0073.s 1 - 4.
  • Pogorelov, Konstantin; Riegler, Michael; Halvorsen, Pål; Hicks, Steven; Randel, Kristin Ranheim; Dang Nguyen, Duc Tien; Lux, Mathias; Ostroukhova, Olga; de Lange, Thomas. Medico multimedia task at MediaEval 2018. (data) (fulltekst) CEUR Workshop Proceedings 2018; Volum 2283. ISSN 1613-0073.s 1 - 4.
  • Lux, Mathias; Riegler, Michael; Dang Nguyen, Duc Tien; Larson, Marcus; Potthast, Martin; Halvorsen, Pål. Team ORG @ GameStory task 2018. (data) CEUR Workshop Proceedings 2018; Volum 2283. ISSN 1613-0073.
  • Hicks, Steven; Smedsrud, Pia; Halvorsen, Pål; Riegler, Michael. Deep learning based disease detection using domain specific transfer learning. (data) (fulltekst) CEUR Workshop Proceedings 2018; Volum 2283. ISSN 1613-0073.
  • Vajira, Lasantha Bandara Thambawita; Jha, Debesh; Riegler, Michael; Halvorsen, Pål; Hammer, Hugo Lewi; Johansen, Håvard D.; Johansen, Dag. The Medico-Task 2018: Disease detection in the gastrointestinal tract using global features and deep learning. (data) CEUR Workshop Proceedings 2018; Volum 2283. ISSN 1613-0073.
  • Ostroukhova, Olga; Pogorelov, Konstantin; Riegler, Michael; Dang Nguyen, Duc Tien; Halvorsen, Pål. Transfer learning with prioritized classification and training dataset equalization for medical objects detection. (data) CEUR Workshop Proceedings 2018; Volum 2283. ISSN 1613-0073.
  • Kirkerød, Mathias; Vajira, Lasantha Bandara Thambawita; Riegler, Michael; Halvorsen, Pål. Using preprocessing as a tool in medical image detection. (data) CEUR Workshop Proceedings 2018; Volum 2283. ISSN 1613-0073.
  • Ionescu, Bogdan Emanuel; Müller, Henning; Villegas, Mauricio; García Seco de Herrera, Alba; Eickhoff, Carsten; Andrearczyk, Vincent; Dicente Cid, Yashin; Liauchuk, Vitali; Kovalev, Vassili; Hasan, Sadid A.; Ling, Yuan; Farri, Oladimeji; Liu, Joey; Lungren, Matthew; Dang-Nguyen, Duc-Tien; Piras, Luca; Riegler, Michael; Zhou, Liting; Lux, Mathias; Gurrin, Cathal. Overview of imageCLEF 2018: Challenges, datasets and evaluation. Lecture Notes in Computer Science (LNCS) 2018; Volum 11018 LNCS. ISSN 0302-9743.s 309 - 334.s doi: 10.1007/978-3-319-98932-7_28.
  • Jeppsson, Mattis; Espeland, Håvard; Kupka, Tomas; Langseth, Ragnar; Petlund, Andreas; Qiaoqiao, Peng; Xue, Chuansong; Pogorelov, Konstantin; Riegler, Michael; Johansen, Dag; Griwodz, Carsten; Halvorsen, Pål. Efficient Live and on-Demand Tiled HEVC 360 VR Video Streaming. (fulltekst) IEEE 2018 ISBN 978-1-5386-6857-3.s 81 - 88.s doi: 10.1109/ISM.2018.00022.
  • Garcia-Ceja, Enrique; Riegler, Michael; Jakobsen, Petter; Tørresen, Jim; Nordgreen, Tine; Ødegaard, Ketil Joachim; Fasmer, Ole Bernt. Depresjon: a motor activity database of depression episodes in unipolar and bipolar patients. (fulltekst) Association for Computing Machinery (ACM) 2018 ISBN 978-1-4503-5192-8.s 472 - 477.s doi: 10.1145/3204949.3208125.
  • Pogorelov, Konstantin; Albisser, Zeno; Ostroukhova, Olga; Lux, Mathias; Johansen, Dag; Halvorsen, Pål; Riegler, Michael. Opensea: open search based classification tool. Association for Computing Machinery (ACM) 2018 ISBN 978-1-4503-5192-8.s 363 - 368.s doi: 10.1145/3204949.3208128.
  • Garcia Ceja, Enrique Alejandro; Riegler, Michael; Nordgreen, Tine; Jakobsen, Petter; Ødegaard, Ketil Joachim; Tørresen, Jim. Mental health monitoring with multimodal sensing and machine learning: A survey. Pervasive and Mobile Computing 2018; Volum 51. ISSN 1574-1192.s 1 - 26.s doi: 10.1016/j.pmcj.2018.09.003.
  • Hicks, Steven; Riegler, Michael; Pogorelov, Konstantin; Ånonsen, Kim Vidar; de Lange, Thomas; Johansen, Dag; Jeppsson, Mattis; Randel, Kristin Ranheim; Eskeland, Sigrun Losada; Halvorsen, Pål. Dissecting deep neural networks for better medical image classification and classification understanding. IEEE International Symposium on Computer-Based Medical Systems 2018. ISSN 2372-9198.s 363 - 368.s doi: 10.1109/CBMS.2018.00070.
  • Pogorelov, Konstantin; Ostroukhova, Olga; Jeppsson, Mattis; Espeland, Håvard; Griwodz, Carsten; de Lange, Thomas; Johansen, Dag; Riegler, Michael; Halvorsen, Pål. Deep learning and hand-crafted feature based approaches for polyp detection in medical videos. IEEE International Symposium on Computer-Based Medical Systems 2018. ISSN 2372-9198.s 381 - 386.s doi: 10.1109/CBMS.2018.00073.
  • Gaddam, Vamsidhar Reddy; Langseth, Ragnar; Stensland, Håkon Kvale; Griwodz, Carsten; Riegler, Michael; Kupka, Tomas; Espeland, Håvard; Johansen, Dag; Johansen, Håvard D.; Halvorsen, Pål. Camera Synchronization for Panoramic Videos. Springer 2018 ISBN 978-3-319-65840-7.s 565 - 592.s doi: 10.1007/978-3-319-65840-7_20.
  • Garcia Ceja, Enrique Alejandro; Riegler, Michael; Jakobsen, Petter; Tørresen, Jim; Nordgreen, Tine; Ødegaard, Ketil Joachim; Fasmer, Ole Bernt. Motor activity based classification of depression in unipolar and bipolar patients. IEEE International Symposium on Computer-Based Medical Systems 2018. ISSN 2372-9198.s 316 - 321.s doi: 10.1109/CBMS.2018.00062.
  • Soleymani, Mohammad; Riegler, Michael; Halvorsen, Pål. Multimodal Analysis of Image Search Intent: Intent Recognition in Image Search from User Behavior and Visual Content. ACM Digital Library 2017 ISBN 978-1-4503-4701-3.s 251 - 259.s doi: 10.1145/3078971.3078995.
  • Schoeffmann, Klaus; Münzer, Bernd; Riegler, Michael; Halvorsen, Pål. Medical Multimedia Information Systems (MMIS). ACM Digital Library 2017 ISBN 978-1-4503-4906-2.s 1957 - 1958.s doi: 10.1145/3123266.3130142.
  • Ahmed, Iffat; Riegler, Michael; Petlund, Andreas; Griwodz, Carsten; Halvorsen, Pål. Finding Equilibrium for Gym Ownership Distribution Based on Game Dynamics in Pokémon Go. ACM Digital Library 2017 ISBN 978-1-4503-5006-8.s 1 - 6.s doi: 10.1145/3083207.3083208.
  • Pogorelov, Konstantin; Riegler, Michael; Halvorsen, Pål; Griwodz, Carsten. ClusterTag: Interactive Visualization, Clustering and Tagging Tool for Big Image Collections. ACM Digital Library 2017 ISBN 978-1-4503-4701-3.s 112 - 116.s doi: 10.1145/3078971.3079018.
  • Riegler, Michael; Pogorelov, Konstantin; Halvorsen, Pål; Randel, Kristin Ranheim; Eskeland, Sigrun Losada; Dang-Nguyen, Duc-Tien; Lux, Mathias; Griwodz, Carsten; Spampinato, Concetto; de Lange, Thomas. Multimedia for medicine: The medico task at mediaeval 2017. (data) (fulltekst) CEUR Workshop Proceedings 2017; Volum 1984. ISSN 1613-0073.
  • Pogorelov, Konstantin; Riegler, Michael; Halvorsen, Pål; Griwodz, Carsten; de Lange, Thomas; Randel, Kristin Ranheim; Eskeland, Sigrun Losada; Dang-Nguyen, Duc-Tien; Ostroukhova, Olga; Lux, Mathias; Spampinato, Concetto. A comparison of deep learning with global features for gastrointestinal disease detection. CEUR Workshop Proceedings 2017; Volum 1984. ISSN 1613-0073.
  • Pogorelov, Konstantin; Riegler, Michael; Eskeland, Sigrun Losada; de Lange, Thomas; Johansen, Dag; Griwodz, Carsten; Schmidt, Peter Thelin; Halvorsen, Pål. Efficient disease detection in gastrointestinal videos – global features versus neural networks. Multimedia tools and applications 2017. ISSN 1380-7501.s 1 - 33.s doi: 10.1007/s11042-017-4989-y.
  • Pogorelov, Konstantin; Randel, Kristin Ranheim; de Lange, Thomas; Eskeland, Sigrun Losada; Griwodz, Carsten; Johansen, Dag; Spampinato, Concetto; Taschwer, Mario; Lux, Mathias; Schmidt, Peter Thelin; Riegler, Michael; Halvorsen, Pål. Nerthus: A Bowel Preparation Quality Video Dataset. Association for Computing Machinery (ACM) 2017 ISBN 978-1-4503-5002-0.s 170 - 174.s doi: 10.1145/3083187.3083216.
  • Pogorelov, Konstantin; Eskeland, Sigrun Losada; de Lange, Thomas; Griwodz, Carsten; Randel, Kristin Ranheim; Stensland, Håkon Kvale; Dang-Nguyen, Duc-Tien; Spampinato, Concetto; Johansen, Dag; Riegler, Michael; Halvorsen, Pål. A Holistic Multimedia System for Gastrointestinal Tract Disease Detection. Association for Computing Machinery (ACM) 2017 ISBN 978-1-4503-5002-0.s 112 - 123.s doi: 10.1145/3083187.3083189.
  • Pogorelov, Konstantin; Randel, Kristin Ranheim; Griwodz, Carsten; Eskeland, Sigrun Losada; de Lange, Thomas; Johansen, Dag; Spampinato, Concetto; Dang-Nguyen, Duc-Tien; Lux, Mathias; Schmidt, Peter Thelin; Riegler, Michael; Halvorsen, Pål. KVASIR: A Multi-Class Image Dataset for Computer Aided Gastrointestinal Disease Detection. Association for Computing Machinery (ACM) 2017 ISBN 978-1-4503-5002-0.s 164 - 169.s doi: 10.1145/3083187.3083212.
  • Riegler, Michael; Pogorelov, Konstantin; Eskeland, Sigrun Losada; Schmidt, Peter Thelin; Albisser, Zeno; Johansen, Dag; Griwodz, Carsten; Halvorsen, Pål; de Lange, Thomas. From annotation to computer-aided diagnosis: Detailed evaluation of a medical multimedia system. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) 2017; Volum 13 (3). ISSN 1551-6857.s 1 - 26.s doi: 10.1145/3079765.
  • Boididou, Christina; Middleton, Stuart E.; Papadopoulos, Symeon; Dang-Nguyen, Duc-Tien; Riegler, Michael; Boato, Giulia; Petlund, Andreas; Kompatsiaris, Yiannis. The VMU Participation @ Verifying Multimedia Use 2016. (data) (fulltekst) CEUR Workshop Proceedings 2016; Volum 1739. ISSN 1613-0073.
  • Bjørlykke Kristiansen, Lars; Markussen, Jonas; Stensland, Håkon Kvale; Riegler, Michael; Kohmann, Hugo; Seifert, Friedrich; Nordstrøm, Roy; Griwodz, Carsten; Halvorsen, Pål. Device lending in PCI express networks. ACM Publications 2016 ISBN 978-1-4503-4356-5.s doi: 10.1145/2910642.2910650.
  • Boididou, Christina; Papadopoulos, Symeon; Dang-Nguyen, Duc-Tien; Boato, Giulia; Riegler, Michael; Middleton, Stuart E.; Petlund, Andreas; Kompatsiaris, Yiannis. Verifying Multimedia Use at MediaEval 2016. (data) (fulltekst) CEUR Workshop Proceedings 2016; Volum 1739. ISSN 1613-0073.
  • Skarseth, Kristian; Bjørlo, Henrik; Halvorsen, Pål; Riegler, Michael; Griwodz, Carsten. OpenVQ: A Video Quality Assessment Toolkit. Association for Computing Machinery (ACM) 2016 ISBN 978-1-4503-3603-1.s 1197 - 1200.s doi: 10.1145/2964284.2973800.
  • Riegler, Michael; Dang-Nguyen, Duc-Tien; Winther, Bård Eirik; Griwodz, Carsten; Pogorelov, Konstantin; Halvorsen, Pål. Heimdallr: A Dataset for Sport Analysis. Association for Computing Machinery (ACM) 2016 ISBN 978-1-4503-4297-1.s doi: 10.1145/2910017.2910621.
  • Riegler, Michael; Larson, Martha; SPAMPINATO, CONCETTO; Halvorsen, Pål; Lux, Mathias; Markussen, Jonas; Pogorelov, Konstantin; Griwodz, Carsten; Stensland, Håkon Kvale. Right inflight? A dataset for exploring the automatic prediction of movies suitable for a watching situation. Association for Computing Machinery (ACM) 2016 ISBN 978-1-4503-4297-1.s doi: 10.1145/2910017.2910619.
  • Pogorelov, Konstantin; Riegler, Michael; Markussen, Jonas; Stensland, Håkon Kvale; Halvorsen, Pål; Griwodz, Carsten; Eskeland, Sigrun Losada; de Lange, Thomas. Efficient Processing of Videos in a Multi-Auditory Environment Using Device Lending of GPUs. (fulltekst) Association for Computing Machinery (ACM) 2016 ISBN 978-1-4503-4297-1.s doi: 10.1145/2910017.2910636.
  • Lux, Mathias; Riegler, Michael; Halvorsen, Pål; Pogorelov, Konstantin; Anagnostopoulos, Nektarios. LIRE - Open Source Visual Information Retrieval. Association for Computing Machinery (ACM) 2016 ISBN 978-1-4503-4297-1.s doi: 10.1145/2910017.2910630.
  • Riegler, Michael; Pogorelov, Konstantin; Lux, Mathias; Halvorsen, Pål; Griwodz, Carsten; de Lange, Thomas; Eskeland, Sigrun Losada. Explorative hyperbolic-tree-based clustering tool for unsupervised knowledge discovery. Proceedings - International Workshop on Content-Based Multimedia Indexing 2016; Volum 2016-June. ISSN 1949-3991.s doi: 10.1109/CBMI.2016.7500271.
  • Riegler, Michael; Gaddam, Vamsidhar Reddy; Larson, Martha; Eg, Ragnhild; Halvorsen, Pål; Griwodz, Carsten. Crowdsourcing as self-fulfilling prophecy: Influence of discarding workers in subjective assessment tasks. Proceedings - International Workshop on Content-Based Multimedia Indexing 2016; Volum 2016-June. ISSN 1949-3991.s doi: 10.1109/CBMI.2016.7500256.
  • Riegler, Michael; Pogorelov, Konstantin; Halvorsen, Pål; de Lange, Thomas; Griwodz, Carsten; Schmidt, Peter Thelin; Eskeland, Sigrun Losada; Johansen, Dag. EIR - Efficient computer aided diagnosis framework for gastrointestinal endoscopies. Proceedings - International Workshop on Content-Based Multimedia Indexing 2016; Volum 2016-June. ISSN 1949-3991.s doi: 10.1109/CBMI.2016.7500257.
  • Riegler, Michael; Lux, Mathias; Griwodz, Carsten; SPAMPINATO, CONCETTO; de Lange, Thomas; Eskeland, Sigrun Losada; Pogorelov, Konstantin; Tavanapong, Wallapak; Schmidt, Peter T; Gurrin, Cathal Gerard; Johansen, Dag; Johansen, Håvard D.; Halvorsen, Pål. Multimedia and Medicine: Teammates for Better Disease Detection and Survival. Association for Computing Machinery (ACM) 2016 ISBN 978-1-4503-3603-1.s 968 - 977.s doi: 10.1145/2964284.2976760.
  • Pogorelov, Konstantin; Riegler, Michael; Halvorsen, Pål; Schmidt, Peter Thelin; Griwodz, Carsten; Johansen, Dag; Eskeland, Sigrun Losada; de Lange, Thomas. GPU-accelerated real-time gastrointestinal diseases detection. IEEE International Symposium on Computer-Based Medical Systems 2016; Volum 2016-August. ISSN 2372-9198.s 185 - 190.s doi: 10.1109/CBMS.2016.63.
  • Gaddam, Vamsidhar Reddy; Riegler, Michael; Eg, Ragnhild; Griwodz, Carsten; Halvorsen, Pål. Tiling in interactive panoramic video: Approaches and evaluation. IEEE transactions on multimedia 2016; Volum 18 (9). ISSN 1520-9210.s 1819 - 1831.s doi: 10.1109/TMM.2016.2586304.
  • Riegler, Michael; Pogorelov, Konstantin; Markussen, Jonas; Lux, Mathias; Stensland, Håkon Kvale; de Lange, Thomas; Griwodz, Carsten; Halvorsen, Pål; Johansen, Dag; Schmidt, Peter T; Eskeland, Sigrun Losada. Computer aided disease detection system for gastrointestinal examinations. Association for Computing Machinery (ACM) 2016 ISBN 978-1-4503-4297-1.s doi: 10.1145/2910017.2910629.
  • Moazzam, Waqas; Riegler, Michael; Sen, Sagar; Nygård, Mari. Scientific hangman: Gamifying scientific evidence for general public. CEUR Workshop Proceedings 2015; Volum 1345. ISSN 1613-0073.s 26 - 33.
  • Riegler, Michael; Eg, Ragnhild; Calvet, Lilian; Lux, Mathias; Halvorsen, Pål; Griwodz, Carsten. Playing around the eye tracker: A serious game based dataset. CEUR Workshop Proceedings 2015; Volum 1345. ISSN 1613-0073.s 34 - 40.
  • Winther, Bård Eirik; Riegler, Michael; Calvet, Lilian; Griwodz, Carsten; Halvorsen, Pål. Why Design Matters - Crowdsourcing of Complex Tasks. Association for Computing Machinery (ACM) 2015 ISBN 978-1-4503-3746-5.s 27 - 32.s doi: 10.1145/2810188.2810190.
  • Riegler, Michael; Martha, Larson; Mathias, Lux; Christoph, Kofler. How 'How' Reflects What's What: Content-based Exploitation of How Users Frame Social Images. (fulltekst) Association for Computing Machinery (ACM) 2014 ISBN 978-1-4503-3063-3.s 397 - 406.s doi: 10.1145/2647868.2654894.
  • Riegler, Michael; Lux, Mathias; Zellot, Christian; Knoch, Lukas; Schnattler, Horst; Napetschnig, Sabrina; Kogler, Julian; Degendorfer, Claus; Spot, Norbert; Zoderer, Manuel. Gone: an interactive experience for two people. Association for Computing Machinery (ACM) 2014 ISBN 978-1-4503-3063-3.s 701 - 704.s doi: 10.1145/2647868.2655619.
  • Dao, Minh-Son; Dang-Nguyen, Duc-Tien; Riegler, Michael. ICDAR '21: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval. 2021 ISBN 978-1-4503-8529-9.s 2 - 8.s doi: https://doi.org/10.1145/3463944.3469269.
  • Gurrin, Cathal; Schoeffmann, Klaus; Joho, Hideo; Dang Nguyen, Duc Tien; Riegler, Michael; Piras, Luca. LSC '19: Proceedings of the ACM Workshop on Lifelog Search Challenge. Association for Computing Machinery (ACM) 2019 ISBN 978-1-4503-6781-3.s 37 - 40.s doi: https://doi.org/10.1145/3326460.3329162.
  • Jha, Debesh; Ali, Sharib; Tomar, Nikhil Kumar; Johansen, Håvard D.; Johansen, Dag; Riegler, Michael; Halvorsen, Pål. Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy. 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2021-07-27 - 2021-08-30 2021.
  • Jha, Debesh; Ali, Sharib; Tomar, Nikhil Kumar; Johansen, Håvard D.; Johansen, Dag; Rittscher, Jens; Riegler, Michael; Halvorsen, Pål. Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning. IEEE Access 2021. ISSN 2169-3536.
  • Tjønndal, Anne; Korsvoll, Nils Hallvard; Riegler, Michael. Hvorfor liker folk fotball?. (fulltekst) Morgenbladet 2021. ISSN 0805-3847.
  • Jha, Debesh; Pia H, Smedsrud; Riegler, Michael; Halvorsen, Pål; de Lange, Thomas; Johansen, Dag; Johansen, Håvard D.. Kvasir-SEG: A Segmented Polyp Dataset. MMM 2020: International Conference on Multimedia Modeling 2020-01-05 - 2020-01-08 2020.
  • Johansen, Håvard D.; Johansen, Dag; Kupka, Tomas; Riegler, Michael; Halvorsen, Pål. Scalable Infrastructure for Efficient Real-Time Sports Analytics. 1st Workshop on Action Modelling for Interaction and Analysis in Smart Sports and Physical Education (MAIStroPE) 2020-10-29 - 2020-10-29 2020.
  • Pontes-Filho, Sidney; Olsen, Kristoffer; Yazidi, Anis; Halvorsen, Pål; Riegler, Michael; Nichele, Stefano. Towards the evolution of spiking neural networks for self-supervision with neuroplasticity. From Neuroscience to Artificially Intelligent Systems 2020-11-09 - 2020-11-12 2020.
  • Riegler, Michael; Lison, Pierre; Strümke, Inga; Løland, Anders. For enkelt om kunstig intelligens: – Diskriminerende og fordomsfull AI er ikke alltid lett å løse. (fulltekst) Forskning.no 2020. ISSN 1891-635X.
  • Jakobsen, Petter; Garcia-Ceja, Enrique; Riegler, Michael; Stabell, Lena Antonsen; Nordgreen, Tine; Tørresen, Jim; Fasmer, Ole Bernt; Ødegaard, Ketil Joachim. Applying Machine Learning in Motor Activity Time Series of Depressed Bipolar and Unipolar Patients.. The 22nd Annual Conference of the International Society for Bipolar Disorders 2020-06-18 - 2020-06-21 2020.
  • Jakobsen, Petter; Riegler, Michael; Nordgreen, Tine; Tørresen, Jim; Fasmer, Ole Bernt; Ødegaard, Ketil Joachim. Complexity analysis of motor activity shows differences for patients with bipolar I disorder in manic and euthymic phases.. The 22nd Annual Conference of the International Society for Bipolar Disorders 2020-06-18 - 2020-06-21 2020.
  • Hicks, Steven; Haugen, Trine B.; Iliceto, Mario; Hammer, Hugo Lewi; Andersen, Jorunn Marie; Witczak, Oliwia; Riegler, Michael; Stensen, Mette Haug. Big data is not always better – prediction of live birth using machine learning on time-lapse videos of human embryos. ESHRE virtual 36th Annual Meeting 2020-07-05 - 2020-07-08 2020.
  • Jakobsen, Petter; Fasmer, Ole Bernt; Riegler, Michael; Garcia-Ceja, Enrique; Henriksen, Tone Elise Gjøtterud; Nordgreen, Tine; McInnis, Melvin; Tørresen, Jim; Ødegaard, Ketil Joachim. Detecting and Predicting Mood Transitions in Bipolar Disorder - study protocol. The 21st Annual International Society for Bipolar Disorders Conference 2019-03-20 - 2019-03-23 2019.
  • Jha, Debesh; Smedsrud, Pia; Riegler, Michael; Johansen, Dag; de Lange, Thomas; Halvorsen, Pål; Johansen, Håvard D.. ResUNet++: An Advanced Architecture for Medical Image Segmentation. 21st IEEE International Symposium on ​ Multimedia 2019-12-09 - 2019-12-11 2019.
  • Piras, Luca; Caputo, Barbara; Dang-Nguyen, Duc-Tien; Riegler, Michael; Halvorsen, Pål. Image retrieval evaluation in specific domains. Springer 2019; Volum 41 (.) ISBN 9783030229474. ISSN 1387-5264.s doi: 10.1007/978-3-030-22948-1_12.
  • Riegler, Michael; de Lange, Thomas; Smedsrud, Pia H; Halvorsen, Pål. Maskinlæringssystemer for gastrointestinale endoskopier. Best Practice Nordic: GASTROENTEROLOGI 2019.
  • Borgli, Rune Johan; Pogorelov, Konstantin; Riegler, Michael; Markussen, Jonas Sæther; Stensland, Håkon Kvale; Halvorsen, Pål; Griwodz, Carsten; Eskeland, Sigrun Losada; de Lange, Thomas. Efficient Processing of Medical Videos in a Multi-auditory Environment Using Gpu Lending. Nvidia GPU Technology Conference 2019 2019-04-01 - 2019.
  • Smedsrud, Pia H; Riegler, Michael; de Lange, Thomas; Petlund, Andreas; Eskeland, Sigrun Losada; Halvorsen, Pål. Kunstig intelligens for endoskopi - Automatisk deteksjon av lesjoner i sanntid. NGF-nytt 2019; Volum 26 (1).
  • Witczak, Oliwia; Andersen, Jorunn Marie; Hicks, Steven; Hammer, Hugo Lewi; Riegler, Michael; Haugen, Trine B.. Artificial intelligence predicts sperm motility from sperm fatty acids. ESHRE 35th Annual Meeting 2019-06-23 - 2019-06-26 2019.
  • Nordskog, Aanund Jupskaas; Halvorsen, Pål; Hicks, Steven; Stensland, Haakon; Hammer, Hugo Lewi; Johansen, Dag; Riegler, Michael. Semantic Analysis of Soccer News for Automatic Game Event Classification. CBMI 2019: International Conference on Content-Based Multimedia Indexing 2019-09-04 - 2019-09-06 2019.
  • Wiik, Theodor; Johansen, Håvard D.; Pettersen, Svein Arne; Baptista, Ivan; Kupka, Tomas; Johansen, Dag; Riegler, Michael; Halvorsen, Pål. Predicting Peek Readiness-to-Train of Soccer Players Using Long Short-Term Memory Recurrent Neural Networks. CBMI 2019: International Conference on Content-Based Multimedia Indexing 2019-09-04 - 2019-09-06 2019.
  • Riegler, Michael; Andersen, Jorunn Marie; Hammer, Hugo Lewi; Hicks, Steven; Witczak, Oliwia; Haugen, Trine B.. Artificial intelligence as a tool in predicting sperm motility and morphology. ESHRE 35th Annual Meeting 2019-06-23 - 2019-06-26 2019.
  • Hicks, Steven Alexander; Riegler, Michael; Pogorelov, Konstantin; Ånonsen, Kim Vidar; de Lange, Thomas; Johansen, Dag; Jeppsson, Mattis; Randel, Kristin Ranheim; Eskeland, Sigrun Losada; Halvorsen, Pål. Dissecting Deep Neural Networksfor Better Medical Image Classification andClassification Understanding. 31st IEEE CBMS International Symposium on Computer-Based Medical Systems 2018-06-18 - 2018-06-21 2018.
  • Dang Nguyen, Duc Tien; Riegler, Michael. GameStory Task at MediaEval 2018. 2018.
  • de Lange, Thomas; Halvorsen, Pål; Riegler, Michael. Methodology to develop machine learning algorithms to improve performance in gastrointestinal endoscopy. (fulltekst) World Journal of Gastroenterology (WJG) 2018; Volum 24 (45). ISSN 1007-9327.s 5057 - 5062.s doi: 10.3748/wjg.v24.i45.5057.
  • Thambawita, Vajira; Jha, Debesh; Riegler, Michael; Halvorsen, Pål; Hammer, Hugo Lewi; Johansen, Håvard D.; Johansen, Dag. The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning. (data) 2018.
  • Pogorelov, Konstantin; Albisser, Zeno; Ostroukhova, Olga; Lux, Mathias; Johansen, Dag; Halvorsen, Pål; Riegler, Michael. Opensea: Open Search Based Classification Tool. 9th ACM Multimedia Systems Conference 2018-06-12 - 2018-06-15 2018.
  • Jha, Debesh; Thambawita, Vajira; Pogorelov, Konstantin; Riegler, Michael; Halvorsen, Pål; Johansen, Håvard D.; Johansen, Dag. Automatic Disease Detection in Videos Recorded in the Gastrointestinal Tract. SATIS 2018: The 1st ACM SIGOPS Summer School on Advanced Topics in Systems 2018-08-14 - 2018-08-17 2018.
  • Pogorelov, Konstantin; Ostroukhova, Olga; Petlund, Andreas; Halvorsen, Pål; de Lange, Thomas; Espeland, Håvard; Kupka, Tomas; Griwodz, Carsten; Riegler, Michael. Deep Learning and Handcrafted Feature Based Approaches for Automatic Detection of Angiectasia. International Conference on Biomedical & Health Informatics (BHI), 2018 IEEE EMBS 2018-03-04 - 2018-03-07 2018.
  • Hicks, Steven Alexander; Eskeland, Sigrun Losada; Lux, Mathias; de Lange, Thomas; Randel, Kristin Ranheim; Jeppsson, Mattis; Pogorelov, Konstantin; Halvorsen, Pål; Riegler, Michael. Mimir: an automatic reporting and reasoning system for deep learning based analysis in the medical domain. 9th ACM Multimedia Systems Conference 2018-06-12 - 2018-06-15 2018.
  • Pogorelov, Konstantin; Ostroukhova, Olga; Jeppsson, Mattis; Espeland, Håvard; Griwodz, Carsten; de Lange, Thomas; Johansen, Dag; Riegler, Michael; Halvorsen, Pål. Deep Learning and Hand-Crafted Feature Based Approaches for Polyp Detection in Medical Videos. 31st IEEE CBMS International Symposium on Computer-Based Medical Systems 2018-06-18 - 2018-06-21 2018.
  • Eskeland, Sigrun Losada; Aabakken, Lars; Riegler, Michael; Schmidt, Peter Thelin; Johansen, Dag; Halvorsen, Pål; de Lange, Thomas. EIR: Changing the scene of automatic detection software for gastrointestinal endoscopy. ENDO 2017 World Congress of GI Endoscopy 2017-02-16 - 2017-02-19 2017.
  • Pogorelov, Konstantin; Randel, Kristin Ranheim; de Lange, Thomas; Eskeland, Sigrun Losada; Griwodz, Carsten; Johansen, Dag; Spampinato, Concetto; Taschwer, Mario; Lux, Mathias; Schmidt, Peter Thelin; Riegler, Michael; Halvorsen, Pål. Nerthus: A Bowel Preparation Quality Video Dataset. ACM Multimedia Systems 2017 - MMSYS2017 2017-06-20 - 2017-06-23 2017.
  • Pogorelov, Konstantin; Eskeland, Sigrun Losada; de Lange, Thomas; Griwodz, Carsten; Randel, Kristin Ranheim; Stensland, Håkon Kvale; Dang-Nguyen, Duc-Tien; Spampinato, Concetto; Johansen, Dag; Riegler, Michael; Halvorsen, Pål. A Holistic Multimedia System for Gastrointestinal Tract Disease Detection. ACM Multimedia Systems 2017 - MMSYS2017 2017-06-20 - 2017-06-23 2017.
  • Pogorelov, Konstantin; Randel, Kristin Ranheim; Griwodz, Carsten; Eskeland, Sigrun Losada; de Lange, Thomas; Johansen, Dag; Spampinato, Concetto; Dang-Nguyen, Duc-Tien; Lux, Mathias; Schmidt, Peter Thelin; Riegler, Michael; Halvorsen, Pål. KVASIR: A Multi-Class Image Dataset for Computer Aided Gastrointestinal Disease Detection. ACM Multimedia Systems 2017 - MMSYS2017 2017-06-20 - 2017-06-23 2017.
  • Winther, Bård; Riegler, Michael; Calvet, Lilian; Griwodz, Carsten; Halvorsen, Pål. Why Design Matters - Crowdsourcing of Complex Tasks. ACM International Workshop on Crowdsourcing for Multimedia (CrowdMM) 2016-10-30 - 2016.
  • Pogorelov, Konstantin; Riegler, Michael; Halvorsen, Pål; Griwodz, Carsten. Simula @ MediaEval 2016 context of experience task. (data) (fulltekst) CEUR Workshop Proceedings 2016; Volum 1739. ISSN 1613-0073.
  • Riegler, Michael; Spampinato, Concetto; Larson, Martha; Halvorsen, Pål; Griwodz, Carsten. The MediaEval 2016 context of experience task: Recommending videos suiting a watching situation. (data) (fulltekst) CEUR Workshop Proceedings 2016; Volum 1739. ISSN 1613-0073.
  • Escalante, Hugo Jair; Ponce-Lopez, Victor; Wan, Jun; Riegler, Michael; Chen, Baiyu; Clapes, Albert; Escalera, Sergio; Guyon, Isabelle; Baro, Xavier; Halvorsen, Pål; Müller, Henning; Larson, Martha. ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview. 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION 2016-12-04 - 2016.
  • Pogorelov, Konstantin; Riegler, Michael; Halvorsen, Pål; Griwodz, Carsten. Simula @ MediaEval 2016 Context of Experience Task. MediaEval 2016 2016-10-20 - 2016-10-21 2016.
  • Riegler, Michael; SPAMPINATO, CONCETTO; Larson, Martha; Griwodz, Carsten; Halvorsen, Pål. The MediaEval 2016 Context of Experience Task: Recommending Videos Suiting a Watching Situation. MediaEval 2016 2016-10-20 - 2016-10-21 2016.
  • Riegler, Michael; Lux, Mathias; Griwodz, Carsten; SPAMPINATO, CONCETTO; de Lange, Thomas; Eskeland, Sigrun Losada; Pogorelov, Konstantin; Tavanapong, Wallapak; Schmidt, Peter T; Gurrin, Cathal Gerard; Johansen, Dag; Johansen, Håvard D.; Halvorsen, Pål. Multimedia and Medicine: Teammates for Better Disease Detection and Survival. ACM Multimedia Conference - MM16 2016-10-15 - 2016-10-19 2016.
  • Albisser, Zeno; Riegler, Michael; Halvorsen, Pål; Zhou, Jiang; Griwodz, Carsten; Balasingham, Ilangko; Gurrin, Cathal. Expert Driven Semi-Supervised Elucidation Tool for Medical Endoscopic Videos. ACM Multimedia Systems Conference (MMSys) 2015-03-18 - 2015-03-20 2015.
  • Riegler, Michael; Eg, Ragnhild; Calvet, Lilian; Halvorsen, Pål; Griwodz, Carsten. Playing Around the Eye Tracker - A Serious Game Based Dataset. International Workshop on Gamification for Information Retrieval (GamifIR) - CEUR Workshop Proceedings 2015-03-29 - 2015.
  • Riegler, Michael; Calvet, Lilian; Calvet, Amandine; Halvorsen, Pål; Griwodz, Carsten. Exploitation of Producer Intent in Relation to Bandwidth and QoE for Online Video Streaming Services. ACM Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV) 2015-03-20 - 2015.
  • Riegler, Michael; Larson, Martha; SPAMPINATO, CONCETTO; Markussen, Jonas; Halvorsen, Pål; Griwodz, Carsten. Introduction to a Task on Context of Experience: Recommending Videos Suiting a Watching Situation. MediaEval Benchmarking Initiative for Multimedia Evaluation 2015-09-01 - 2015.
  • Loni, Babak; Hare, Jonathon; Georgescu, Mihai; Riegler, Michael; Zhu, Xiaofei; Morchid, Mohamed; Dufour, Richard; Larson, Martha. Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling. CrowdMM 2014-11-07 - 2014-11-07 2014.
  • Conotter, Valentina; Dang-Nguyen, Duc-Tien; Riegler, Michael; Boato, Giulia; Larson, Martha. A Crowdsourced Data Set of Edited Images Online. CrowdMM 2014-11-07 - 2014-11-07 2014.
  • Guggenberger, Mario; Riegler, Michael; Lux, Mathias; Halvorsen, Pål. Event Understanding in Endoscopic Surgery Videos. HuEvent 2014-11-07 - 2014-11-07 2014.
  • Riegler, Michael; Olsen, Preben Nenseth; Halvorsen, Pål. Work Like a Bee-Taking Advantage of Diligent Crowdsourcing Workers. MediaEval 2014-10-16 - 2014-10-17 2014.
  • Zaharieva, Maia; Riegler, Michael; Del Fabro, Manfred. Multimodal Synchronization of Image Galleries. MediaEval 2014-10-16 - 2014-10-17 2014.
  • Riegler, Michael; Eg, Ragnhild; Lux, Mathias; Schicho, Markus. Mobile Picture Guess: A Crowdsourced Serious Game for Simulating Human Perception. SoHuman 2014-11-10 - 2014-11-10 2014.
  • Riegler, Michael; Lux, Mathias. Gone: an interactive experience for two people - Exhibition at the ACM MM. Multimedia 2014-11-04 - 2014-11-07 2014.
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