Pål Halvorsen

Vitenskapelige publikasjoner

Lien, Le; Nguyen, Thu; Riegler, Michael Alexander ; Halvorsen, Pål ; Nguyen, Binh (2025). Multimodal missing data in healthcare: A comprehensive review and future directions. Computer Science Review. Vol. 56.
https://doi.org/10.1016/j.cosrev.2024.100720

Sarkhoosh, Mehdi Houshmand; Midoglu, Cise; Sabet, Saeed Shafiei; Kupka, Tomas; Halvorsen, Pål (2025). SmartCrop-R: Adaptive Real-Time Video Cropping for Sports. Timmerer, Christian; Grois, Dan; Boyce, Jill; Reznik, Yuriy (Red.). Proceedings of the 2025 Mile-High Video Conference (MHV). Association for Computing Machinery (ACM).
https://doi.org/10.1145/3715675.3715794

Storås, Andrea Marheim; Dreyer, Maximilian; Pahde, Frederik; Lapuschkin, Sebastian; Samek, Wojciech; Halvorsen, Pål ; Lange, Thomas de; Mori, Yuichi; Hann, Alexander; Berzin, Tyler M.; Parasa, Sravanthi; Riegler, Michael A (2025). Exploring the clinical value of concept-based AI explanations in gastrointestinal disease detection. Scientific Reports. Vol. 15.
https://doi.org/10.1038/s41598-025-14408-y

Borgli, Hanna; Stensland, Håkon Kvale; Halvorsen, Pål (2025). Automatic Prompt Generation Using Class Activation Maps for Foundational Models: A Polyp Segmentation Case Study. Machine Learning and Knowledge Extraction. Vol. 7.
https://doi.org/10.3390/make7010022

Sarkhoosh, Mehdi Houshmand; Gautam, Sushant; Midoglu, Cise; Sabet, Saeed Shafiee; Kupka, Tomas; Halvorsen, Pål (2025). HockeyRink: A Dataset for Precise Ice Hockey Rink Keypoint Mapping and Analytics. Engelbrecht, Herman; Rossi, Silvia; Gunkel, Simon N. B. (Red.). MMSys '25: Proceedings of the 16th ACM Multimedia Systems Conference. Association for Computing Machinery (ACM).
https://doi.org/10.1145/3712676.3718338

Sarkhoosh, Mehdi Houshmand; Gautam, Sushant; Midoglu, Cise; Sabet, Saeed Shafiee; Kupka, Tomas; Halvorsen, Pål (2025). HockeyAI: A Multi-Class Ice Hockey Dataset for Object Detection. Engelbrecht, Herman; Rossi, Silvia; Gunkel, Simon N. B. (Red.). MMSys '25: Proceedings of the 16th ACM Multimedia Systems Conference. Association for Computing Machinery (ACM).
https://doi.org/10.1145/3712676.3718335

Sarkhoosh, Mehdi Houshmand; Gautam, Sushant; Midoglu, Cise; Sabet, Saeed Shafiee; Kupka, Tomas; Halvorsen, Pål (2025). HockeyOrient: A Dataset for Ice Hockey Player Orientation Classification. Engelbrecht, Herman; Rossi, Silvia; Gunkel, Simon N. B. (Red.). MMSys '25: Proceedings of the 16th ACM Multimedia Systems Conference. Association for Computing Machinery (ACM).
https://doi.org/10.1145/3712676.3718342

Chatterjee, Ayan; Riegler, Michael ; Halvorsen, Pål (2025). Designing an ethical and explainable automatic coaching (eCoach) system for community based, persuasive recommendations. Multimedia Tools and Applications.
https://doi.org/10.1007/s11042-025-21116-2

Salehi, Pegah; Sheshkal, Sajad Amouei; Thambawita, Vajira L B; Gautam, Sushant; Sabet, Saeed Shafiee; Johansen, Dag; Riegler, Michael Alexander ; Halvorsen, Pål (2025). Comparative Analysis of Audio Feature Extraction for Real-Time Talking Portrait Synthesis. Big Data and Cognitive Computing. Vol. 9.
https://doi.org/10.3390/bdcc9030059

Torpmann-Hagen, Birk Sebastian Frostelid; Riegler, Michael Alexander ; Halvorsen, Pål ; Johansen, Dag (2025). Runtime Verification for Visual Deep Learning Systems With Loss Prediction. IEEE Access. Vol. 13.
https://doi.org/10.1109/ACCESS.2025.3552157

Forskningsrapporter

Schroeder, Daniel Thilo; Langguth, Johannes; Griwodz, Carsten; Halvorsen, Pål ; Kao, Odej (2022). Explaining News Spreading Phenomena in Social Networks : From Data Acquisition and Processing to Network Analysis and Modelling. ACM Digital Library.

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 s. MediaEval 2018, arXiv:1810.13278, Cornell University.

Stensland, Håkon Kvale; Halvorsen, Pål ; Griwodz, Carsten (2015). Processing Multimedia Workloads on Heterogeneous Multicore Architectures. 300 s. Akademika Publishing.
https://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: 9788253905365. 36 s. Norsk Regnesentral.
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: 9788273682598. 18 s. Universitetet i Oslo.

Formidling

Engstad, Martin Kvalvik ; Skjåvik, Victoria; Gjølstad, Lauren Rose; Thambawita, Vajira L B; Halvorsen, Pål ; Myhrstad, Mari Charlotte Wik ; Telle-Hansen, Vibeke (2025). Continuous monitoring of lifestyle variables in healthy individuals – a four-month digital cohort. Precision Nutrition Forum and PREDIMED Omics Symposium 2025. Harvard University: Frank B. Hu, Rikard Landberg et al..

Strand, Aleksander Theo; Gautam, Sushant; Midoglu, Cise; Halvorsen, Pål (2024). SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries. CBMI 2024.
https://doi.org/10.1109/CBMI62980.2024.10859209

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 ; Lange, Thomas de (2024). A comparative study benchmarking colon polyp detection with CADe software. Endoscopy. Vol. S02.
https://doi.org/10.1055/s-0044-1782889

Thambawita, Vajira L B; Storås, Andrea; Huynh, Tuan-Luc; Nguyen, Hai-Dang; Tran, Minh-Triet; Le, Trung-Nghia; Halvorsen, Pål ; Riegler, Michael ; Hicks, Steven; Tran, Thien-Phuc (2023). Medico Multimedia Task at MediaEval 2023: Transparent Tracking of Spermatozoa. MediaEval 2023 Multimedia Benchmark Workshop 2023.

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.

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

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.

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.

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.