Pål Halvorsen

Scientific publications

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 (2020). Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. Lecture Notes in Computer Science (LNCS) . Vol. 12260.

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 (2020). ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. Jose, Joemon; Yilmaz, Emina; Castells, Pablo; Magalhães, João P.; Ferro, Nicola; Silva, Mario; Martins, Flavio (Ed.). Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020. Kapittel. p. 533-541. Springer.

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 (2020). PSYKOSE: A motor activity database of patients with schizophrenia. Computer-Based Medical Systems. Vol. 2020:9182896.

Jha, Debesh; Riegler, Michael Alexander; Johansen, Dag; Halvorsen, Pål; Johansen, Håvard D. (2020). DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation. 7 p. IEEE International Symposium on Computer-Based Medical Systems .

Thambawita, Vajira; Jha, Debesh; Hammer, Hugo Lewi; Johansen, Håvard D.; Johansen, Dag; Halvorsen, Pål; Riegler, Michael (2020). An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning Applied to Gastrointestinal Tract Abnormality Classification. 29 p. ACM Transactions on Computing for Healthcare. Vol. 1.

Borgli, Hanna; Thambawita, Vajira; Smedsrud, Pia H; Hicks, Steven Alexander; 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 (2020). HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy. Scientific Data .

Thambawita, Vajira; Hicks, Steven; Borgli, 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, Christine; Biørn-Hansen, Andreas; Dang Nguyen, Duc Tien; Kupka, Tomas; Hammer, Hugo Lewi; Jain, Ramesh; Riegler, Michael; Halvorsen, Pål (2020). PMData: a sports logging dataset. Alay, Özgü; Toni, Laura (Ed.). MMSys '20: Proceedings of the 11th ACM Multimedia Systems Conference. konferanseartikkel. p. 231-236. Association for Computing Machinery (ACM).

Svoren, Henrik; Thambawita, Vajira; Halvorsen, Pål; Jakobsen, Petter; Garcia-Ceja, Enrique; Noori, Farzan Majeed; Hammer, Hugo Lewi; Lux, Mathias; Riegler, Michael; Hicks, Steven Alexander (2020). Toadstool: a dataset for training emotional intelligent machines playing Super Mario Bros. Alay, Özgü; Toni, Laura (Ed.). MMSys '20: Proceedings of the 11th ACM Multimedia Systems Conference. Article. p. 309-314. Association for Computing Machinery (ACM).

Thambawita, Vajira; Hicks, Steven Alexander; Borgli, Hanna; Stensland, Håkon Kvale; Jha, Debesh; Svensen, Martin Kristoffer; Pettersen, Svein-Arne; Johansen, Dag; Johansen, Håvard Dagenborg; Pettersen, Susann Dahl; Nordvang, Simon; Pedersen, Sigurd; Gjerdrum, Anders Tungeland; Grønli, Tor-Morten; Fredriksen, Per Morten; Eg, Ragnhild; Hansen, Kjeld S.; Fagernes, Siri; Claudi, Christine; Biørn-Hansen, Andreas; Nguyen, Duc Tien Dang; Kupka, Tomas; Hammer, Hugo Lewi; Jain, Ramesh; Riegler, Michael; Halvorsen, Pål (2020). PMData: a sports logging dataset. ISBN: 9781450368452. 387 p. ACM Digital Library.

Pettersen, Svein Arne; Johansen, Håvard D.; Baptista, Ivan AM; Halvorsen, Pål; Johansen, Dag (2020). Quantified Soccer Using Positional Data: A Case Study. Sperlich, Billy; Holmberg, Hans-Christer; Aminian, Kamiar (Ed.). WEARABLE SENSOR TECHNOLOGY FOR MONITORING TRAINING LOAD AND HEALTH IN THE ATHLETIC POPULATION. Quantified Soccer Using Positional Data: A Case Study. p. 264-269. Frontiers.
https://www.frontiersin.org/research-topics/5516/w...

Research reports

Thambawita, Vajira; Jha, Debesh; Riegler, Michael; Halvorsen, Pål; Hammer, Hugo Lewi; Johansen, Håvard D.; Johansen, Dag (2018). The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning. 3 p.
https://arxiv.org/abs/1810.13278

Stensland, Håkon Kvale; Halvorsen, Pål; Griwodz, Carsten (2015). Processing Multimedia Workloads on Heterogeneous Multicore Architectures. 300 p.
http://hdl.handle.net/10852/50618

Leister, Wolfgang; Sutinen, Tiia; Boudko, Svetlana; Marsh, Ian; Griwodz, Carsten; Halvorsen, Pål (2010). ADIMUS - Adaptive Internet Multimedia Streaming - Final Project Report. ISBN: 978-82-539-0536-5. 36 p.
http://publications.nr.no/5335/Leister_-_ADIMUS_-_...

Halvorsen, Pål; Griwodz, Carsten; Goebel, Vera Hermine; Plagemann, Thomas Peter (2003). Storage System Support for Multimedia Applications", Research Report No. 307,. ISBN: 82-7368-259-5. 18 p. Universitetet i Oslo.

Dissemination

Borgli, Hanna; Thambawita, Vajira; Smedsrud, Pia H; Hicks, Steven Alexander; 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 Alejandro; Schmidt, Peter Thelin; Hammer, Hugo Lewi; Riegler, Michael Alexander; Halvorsen, Pål; de Lange, Thomas (2020). HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy. Scientific Data .

Jha, Debesh; Pia H, Smedsrud; Riegler, Michael; Halvorsen, Pål; de Lange, Thomas; Johansen, Dag; Johansen, Håvard D. (2020). Kvasir-SEG: A Segmented Polyp Dataset. MMM 2020: International Conference on Multimedia Modeling.

Jha, Debesh; Smedsrud, Pia; Riegler, Michael; Johansen, Dag; de Lange, Thomas; Halvorsen, Pål; Johansen, Håvard D. (2019). ResUNet++: An Advanced Architecture for Medical Image Segmentation. 21st IEEE International Symposium on ​ Multimedia. IEEE.

Piras, Luca; Caputo, Barbara; Dang-Nguyen, Duc-Tien; Riegler, Michael; Halvorsen, Pål (2019). Image retrieval evaluation in specific domains. Ferro, Nicola; Peters, Carol (Ed.). Information retrieval evaluation in a changing World : Lessons learned from 20 years of CLEF. Chapter. Springer.

Riegler, Michael; de Lange, Thomas; Smedsrud, Pia H; Halvorsen, Pål (2019). Maskinlæringssystemer for gastrointestinale endoskopier. Best Practice Nordic: GASTROENTEROLOGI.

Borgli, Rune Johan; Pogorelov, Konstantin; Riegler, Michael; Markussen, Jonas Sæther; Stensland, Håkon Kvale; Halvorsen, Pål; Griwodz, Carsten; Eskeland, Sigrun Losada; de Lange, Thomas (2019). Efficient Processing of Medical Videos in a Multi-auditory Environment Using Gpu Lending. Nvidia GPU Technology Conference 2019.

Smedsrud, Pia H; Riegler, Michael; de Lange, Thomas; Petlund, Andreas; Eskeland, Sigrun Losada; Halvorsen, Pål (2019). Kunstig intelligens for endoskopi - Automatisk deteksjon av lesjoner i sanntid. NGF-nytt. Vol. 26.

Nordskog, Aanund Jupskaas; Halvorsen, Pål; Hicks, Steven; Stensland, Haakon; Hammer, Hugo Lewi; Johansen, Dag; Riegler, Michael (2019). Semantic Analysis of Soccer News for Automatic Game Event Classification. CBMI 2019: International Conference on Content-Based Multimedia Indexing.

Wiik, Theodor; Johansen, Håvard D.; Pettersen, Svein Arne; Baptista, Ivan; Kupka, Tomas; Johansen, Dag; Riegler, Michael; Halvorsen, Pål (2019). 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.

Andreassen, Kim; Johansen, Dag; Johansen, Håvard D.; Baptista, Ivan; Pettersen, Svein Arne; Riegler, Micheal; Halvorsen, Pål (2019). Real-time Analysis of Physical Performance Parameters in Elite Soccer. CBMI 2019: International Conference on Content-Based Multimedia Indexing.