Pål Halvorsen

Scientific publications

Dang Nguyen, Duc Tien; Khan, Sohail Ahmed; Riegler, Michael ; Halvorsen, Pål ; Tran, Anh-Duy; Dao, Minh-Son; Tran, Minh-Triet (2024). Overview of the Grand Challenge on Detecting Cheapfakes at ACM ICMR 2024. Gurrin, Cathal; Kongkachandra, Rachada; Schoeffmann, Klaus (Ed.). ICMR '24: Proceedings of the 2024 International Conference on Multimedia Retrieval. p. 1275-1281. ACM Digital Library.
https://doi.org/10.1145/3652583.3657587

Baugerud, Gunn Astrid ; Johnson, Miriam S. ; Dianiska, Rachel; Røed, Ragnhild Klingenberg; Powell, Martine B.; Lamb, Michael E.; Hassan, Syed Zohaib; Sabet, Saeed; Hicks, Steven Alexander; Salehi, Pegah; Riegler, Michael Alexander; Halvorsen, Pål ; Quas, Jodi (2024). Using an AI-based avatar for interviewer training at Children’s Advocacy Centers: Proof of Concept. Child Maltreatment (CM).
https://doi.org/10.1177/10775595241263017

Voo, Tuan; Huu Do, Quan; Nguyen, Thu; Halvorsen, Pål ; Riegler, Michael Alexander ; Nguyen, Binh (2024). The Effects of Data Imputation on Covariance and Inverse Covariance Matrix Estimation. IEEE Access.
https://doi.org/10.1109/ACCESS.2024.3427404

Dorcheh, Sayed Mohammad Majidi; Houshmand Sarkhoosh, Mehdi; Midoglu, Cise; Sabet, Saeed Shafiee; Kupka, Tomas; Riegler, Michael Alexander ; Johansen, Dag; Halvorsen, Pål (2024). AI-Based Cropping of Sport Videos Using SmartCrop. International Journal of Semantic Computing (IJSC).
https://doi.org/10.1142/S1793351X24450028

Hicks, Steven; Storås, Andrea; Riegler, Michael ; Midoglu, Cise; Hammou, Malek; Lange, Thomas de; Parasa, Sravanthi; Halvorsen, Pål ; Strumke, Inga (2024). Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations. PLOS ONE. Vol. 19.
https://doi.org/10.1371/journal.pone.0304069

Midoglu, Cise; Winther, Andreas Kjæreng; Boeker, Matthias; Pettersen, Susann Dahl; Pettersen, Sigurd; Ragab, Nourhan; Kupka, Tomas; Hicks, Steven; Bredsgaard Randers Thomsen, Morten; Jain, Ramesh; Dagenborg, Håvard Johansen; Pettersen, Svein Arne; Johansen, Dag; Riegler, Michael Alexander ; Halvorsen, Pål (2024). A large-scale multivariate soccer athlete health, performance, and position monitoring dataset. Scientific Data. Vol. 11.
https://doi.org/10.1038/s41597-024-03386-x

Torpmann-Hagen, Birk Sebastian Frostelid; Riegler, Michael ; Halvorsen, Pål ; Johansen, Dag (2024). A Robust Framework for Distributional Shift Detection Under Sample-Bias. 13 p. IEEE Access. Vol. 12.
https://doi.org/10.1109/ACCESS.2024.3393296

Ali, Sharib; Ghatwary, Noha; Jha, Debesh; Isik-Polat, Ece; Polat, Gorkem; Yang, Cheng; Li, Wuyang; Galdran, Adrian; Ballester, Miguel Angel Gonzalez; Thambawita, Vajira L B; Hicks, Steven; Poudel, Sahadev; Lee, Sang-Woong; Jin, Ziyi; Gan, Tianyuan; Yu, Chenghui; Yan, JiangPeng; Yeo, Doyeob; Lee, Hyunseok Lee; Tomar, Nikhil Kumar; Haitham, Mahmood; Ahmed, Amr; Riegler, Michael Alexander ; Daul, Christian; Halvorsen, Pål ; Rittscher, Jens; Salem, Osama E.; Lamarque, Dominique; Cannizzaro, Renato; Realdon, Stefano; de Lange, Thomas; East, James E (2024). Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. Scientific Reports. Vol. 14.
https://doi.org/10.1038/s41598-024-52063-x

Papachrysos, Nikolaos; Smedsrud, Pia Helen; Ånonsen, Kim Vidar; Berstad, Tor Jan; Espeland, Håvard; Petlund, Andreas; Hedenström, Per; Halvorsen, Pål ; Varkey, Jonas; Hammer, Hugo Lewi ; Riegler, Michael ; de Lange, Thomas (2024). A comparative study benchmarking colon polyp detection with CADe software. Endoscopy. Vol. S02.
https://doi.org/10.1055/s-0044-1782889

Houshmand Sarkhoosh, Mehdi; Dorcheh, Sayed Mohammad Majidi; Midoglu, Cise; Shafiee Sabet, Saeed; Kupka, Tomas; Johansen, Dag; Riegler, Michael ; Halvorsen, Pål (2024). AI-Based Cropping of Ice Hockey Videos for Different Social Media Representations. 22 p. IEEE Access. Vol. 12.
https://doi.org/10.1109/ACCESS.2024.3449152

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. MediaEval 2018, arXiv:1810.13278, Cornell University.

Stensland, Håkon Kvale; Halvorsen, Pål ; Griwodz, Carsten (2015). Processing Multimedia Workloads on Heterogeneous Multicore Architectures. 300 p. Akademika Publishing.
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

Thambawita, Vajira; Hicks, Steven A.; Storås, Andrea; Andersen, Jorunn Marie ; Witczak, Oliwia ; Nguyen, Thu; Haugen, Trine B. ; Hammer, Hugo Lewi ; Riegler, Michael ; Halvorsen, Pål (2023). Medico multimedia task at MedialEval: transparent tracking of spermatozoa. 22nd European Testis Workshop. European Testis Workshops/EMBO.

Thambawita, Vajira L B; Hicks, Steven; Storås, Andrea; Andersen, Jorunn Marie ; Witczak, Oliwia ; Haugen, Trine B. ; Hammer, Hugo Lewi ; Nguyen, Thu; Halvorsen, Pål ; Riegler, Michael Alexander (2023). Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa. CEUR Workshop Proceedings.
https://2022.multimediaeval.com/paper5501.pdf

Storås, Andrea; Fineide, Fredrik; Hammer, Hugo Lewi ; Khan, Ayyad Ahmad Zartasht; Magnø, Morten Schjerven; Chen, Xiangjun; Halvorsen, Pål ; Utheim, Tor Paaske ; Riegler, Michael Alexander (2023). Using explainable artificial intelligence (XAI) to explore factors affecting meibomian gland (MG) dropout. Investigative Ophthalmology and Visual Science.

Røed, Ragnhild Klingenberg; Baugerud, Gunn Astrid ; Sabet, Saeed; Riegler, Michael A; Halvorsen, Pål ; Johnson, Miriam Sinkerud; Lamb, Michael E.; Powell, Martine B.; Quas, Jodi; Hassan, Syed Zohaib; Salehi, Pegah; Olimb, Ingvild (2023). Training Interviewing Skills with a Talking AI-Driven Child Avatar. The 38th Annual San Diego International Conference on Child and Family Maltreatment. Chadwick Center.

Fineide, Fredrik; Storås, Andrea; Magnø, Morten Schjerven; Hammer, Hugo Lewi ; Chen, Xiangjun; Khan, Ayyad Ahmad Zartasht; Halvorsen, Pål ; Utheim, Tor Paaske ; Riegler, Michael Alexander (2023). Predicting the degree of meibomian gland dropout with artificial intelligence. Investigative Ophthalmology and Visual Science.

Johansen, Håvard D.; Johansen, Dag; Juliussen, Bjørn Aslak; Nordmo, Tor-Arne Schmidt; Ovesen, Aril Bernhard; Halvorsen, Pål ; Riegler, Michael Alexander ; Rui, Jon Petter (2022). Sustainable commercial fishing: Digital inspectors to the rescue. Arctic Frontiers. Arctic Frontiers.

Riegler, Michael Alexander ; Johansen, Dag; Juliussen, Bjørn Aslak; Nordmo, Tor-Arne Schmidt; Ovesen, Aril Bernhard; Halvorsen, Pål ; Johansen, Håvard D.; Rui, Jon Petter (2022). Njord: An out-in-the-wild real world fish vessel catch analysis dataset. Arctic Frontiers. Arctic Frontiers.

Johansen, Dag; Juliussen, Bjørn Aslak; Nordmo, Tor-Arne Schmidt; Ovesen, Aril Bernhard; Halvorsen, Pål ; Johansen, Håvard D.; Riegler, Michael Alexander ; Rui, Jon Petter (2022). Sustainable commercial fishing: Digital inspectors to the rescue. Arctic Frontiers : Abstracts.

Storås, Andrea; Riegler, Michael Alexander ; Halvorsen, Pål ; Åsberg, Anders; Strumke, Inga (2022). Predicting drug exposure in kidney transplanted patients using machine learning. NORA Annual Conference 2022. Norwegian Artificial Intelligence Research Consortium (NORA).

Storås, Andrea; Strumke, Inga; Riegler, Michael Alexander ; Halvorsen, Pål (2022). Explainable Artificial Intelligence in Medicine. Nordic AI young researcher symposium (Nordic AI Meet) 2022. Norwegian Artificial Intelligence Research Consortium (NORA).