Norwegian version
Pål Halvorsen

Pål Halvorsen

About

For an overview of my publications, students, teaching, etc., see my homepage:
http://home.simula.no/~paalh/

Fields of study

Subject areas

Informatics   Distributed multimedia systems   Communication   Data communication   Distributed multimedia   Communication systems   Operating systems

Research projects

Scientific publications

Alslie, Joakim Aalstad; Ovesen, Aril Bernhard; Nordmo, Tor-Arne Schmidt; Johansen, Håvard D.; Halvorsen, Pål; Riegler, Michael; Johansen, Dag (2022). Áika: A Distributed Edge System for AI Inference. Big Data and Cognitive Computing .

Jha, Debesh; Rauniyar, Ashish; Johansen, Håvard D.; Johansen, Dag; Riegler, Michael Alexander; Halvorsen, Pål; Bagci, Ulas (2022). Video Analytics in Elite Soccer: A Distributed Computing Perspective. Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop .

Midoglu, Cise; Ragan-Kelley, Benjamin; Reinemo, Sven- Arne; Jahren, Jon; Halvorsen, Pål (2022). Smittestopp Backend. Elmokashfi, Ahmed Mustafa Abdalla; Naumova, Valeriya; Lysne, Olav (Ed.). Smittestopp − A Case Study on Digital Contact Tracing. 3. p. 29-62. Springer.

Thambawita, Vajira L B; Hicks, Steven; Ewan, Jaouen; Halvorsen, Pål; Riegler, Michael (2022). Smittestopp analytics: Analysis of position data. Elmokashfi, Ahmed Mustafa Abdalla; Naumova, Valeriya; Lysne, Olav (Ed.). Smittestopp − A Case Study on Digital Contact Tracing. 4. p. 63-79. Springer.

Salehi, Pegah; Hassan, Syed Zohaib; Lammerse, Myrthe; Shafiee Sabet, Saeed; Riiser, Ingvild; Røed, Ragnhild Klingenberg; Sinkerud Johnson, Miriam; Thambawita, Vajira; Hicks, Steven; Powell, Martine; Lamb, Michael E.; Baugerud, Gunn Astrid; Halvorsen, Pål; Riegler, Michael (2022). Synthesizing a Talking Child Avatar to Train Interviewers Working with Maltreated Children. Big Data and Cognitive Computing . Vol. 6.

Hicks, Steven; Strumke, Inga; Thambawita, Vajira L B; Hammou, Malek; Riegler, Michael; Halvorsen, Pål; Parasa, Sravanthi (2022). On evaluation metrics for medical applications of artificial intelligence. Scientific Reports . Vol. 12.

Jha, Debesh; Riegler, Michael; Johansen, Håvard; Johansen, Dag; Rittscher, Jens; Halvorsen, Pål; Ali, Sharib (2022). FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation. IEEE Transactions on Neural Networks and Learning Systems .

Storås, Andrea; Strumke, Inga; Riegler, Michael Alexander; Grauslund, Jakob; Hammer, Hugo Lewi; Yazidi, Anis; Halvorsen, Pål; Gundersen, Kjell Gunnar; Utheim, Tor Paaske; Jackson, Catherine Joan (2021). Artificial intelligence in dry eye disease. The ocular surface . Vol. 23.

Srivastava, Abhishek; Chanda, Sukalpa; Jha, Debesh; Riegler, Michael; Halvorsen, Pål; Johansen, Dag; Pal, Umapada (2021). PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation. IEEE, . (Ed.). 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART) : [Proceedings]. Conference paper. IEEE.

Valand, Joakim; Kadragic, Haris; Hicks, Steven; Thambawita, Vajira L B; Midoglu, Cise; Kupka, Tomas; Johansen, Dag; Riegler, Michael; Halvorsen, Pål (2021). Automated Clipping of Soccer Events using Machine Learning. Bulterman, Dick; Kankanhalli, Mohan S.; Muehlhaeuser, Max; Persia, Fabio; Sheu, Phillip; Tsai, Jeffrey J.P. (Ed.). Conference Proceedings: 2021 IEEE International Symposium on Multimedia (ISM). Session 11: Miscellaneous Applications (II). p. 210-214. IEEE.

Jha, Debesh; Yazidi, Anis; Riegler, Michael Alexander; Johansen, Dag; Johansen, Håvard D.; Halvorsen, Pål (2021). LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification. Zhang, Yong; Xu, Yicheng; Tian, Hui (Ed.). Parallel and Distributed Computing, Applications and Technologies: 21st International Conference, PDCAT 2020, Shenzhen, China, December 28–30, 2020, Proceedings. Springer Nature.

Jha, Debesh; Ali, Sharib; Tomar, Nikhil Kumar; Riegler, Michael Alexander; Johansen, Dag; Johansen, Håvard D.; Halvorsen, Pål (2021). Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy. Dimitrios I., Fotiadis; Pattichis, Constantinos S; Wang, May D. (Ed.). 2021 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI). konferanse-artikkel. IEEE.

Tomar, Nikhil Kumar; Jha, Debesh; Ali, Sharib; Johansen, Håvard D.; Johansen, Dag; Riegler, Michael; Halvorsen, Pål (2021). DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation. Del Bimbo, Alberto; Cucchiara, Rita; Sclaroff, Stan; Farinella, Giovanni Maria; Mei, Tao; Bertini, Marco; Escalante, Hugo Jair; Vezzani, Roberto (Ed.). Pattern Recognition. ICPR International Workshops and Challenges. KAPITTEL. p. 307-314. Springer Nature.

Jha, Debesh; Ali, Sharib; Emanuelsen, Krister; Hicks, Steven; Thambawita, Vajira L B; Garcia-Ceja, Enrique; Riegler, Michael; de Lange, Thomas; Schmidt, Peter T; Johansen, Håvard D.; Johansen, Dag; Halvorsen, Pål (2021). Kvasir-Instrument: Diagnostic and Therapeutic Tool Segmentation Dataset in Gastrointestinal Endoscopy. Lokoč, Jakub; Skopal, Tomas; Schoeffmann, Klaus; Mezaris, Vasileios; Li, Xirong; Vrochidis, Stefanos; Patras, Ioannis (Ed.). MultiMedia Modeling: 27th International Conference, MMM 2021, Prague, Czech Republic, June 22–24, 2021, Proceedings, Part II. Kapittel. p. 218-229. Springer.

Srivastava, Abhishek; Jha, Debesh; Chanda, Sukalpa; Pal, Umapada; Johansen, Håvard D.; Johansen, Dag; Riegler, Michael; Ali, Sharib; Halvorsen, Pål (2021). MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation. IEEE journal of biomedical and health informatics .
https://hdl.handle.net/10037/24072

Thambawita, Vajira L B; Strumke, Inga; Hicks, Steven; Halvorsen, Pål; Parasa, Sravanthi; Riegler, Michael (2021). Impact of image resolution on deep learning performance in endoscopy image classification: An experimental study using a large dataset of endoscopic images. Diagnostics (Basel) . Vol. 11.

Thambawita, Vajira L B; Hicks, Steven; Halvorsen, Pål; Riegler, Michael (2021). DivergentNets: Medical Image Segmentation by Network Ensemble. Ali, Sharib; Ghatwary, Noha; Jha, Debesh; Halvorsen, Pål (Ed.). Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021). artikkel. p. 27-38.
http://ceur-ws.org/Vol-2886/paper3.pdf

Ali, Sharib; Ghatwary, Noha; Jha, Debesh; Halvorsen, Pål (2021). Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021). ISBN: 0000000000000. 110 p.

Boeker, Matthias; Riegler, Michael; Hammer, Hugo Lewi; Halvorsen, Pål; Fasmer, Ole Bernt; Jakobsen, Petter (2021). Diagnosing Schizophrenia from Activity Records using Hidden Markov Model Parameters. Almeida, João Rafael; González, Alejandro Rodríguez; Shen, Linling (Ed.). Proceeding of 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS). Artikkel. IEEE conference proceedings.

Valand, Joakim; Kadragic, Haris; Hicks, Steven; Thambawita, Vajira L B; Midoglu, Cise; Kupka, Tomas; Johansen, Dag; Riegler, Michael; Halvorsen, Pål (2021). AI-Based Video Clipping of Soccer Events. Machine Learning & Knowledge Extraction. Vol. 3.

Rongved, Olav Andre Nergård; Stige, Markus; Hicks, Steven; Thambawita, Vajira L B; Midoglu, Cise; Zouganeli, Evi; Johansen, Dag; Riegler, Michael; Halvorsen, Pål (2021). Automated Event Detection and Classification in Soccer: The Potential of Using Multiple Modalities. Machine Learning & Knowledge Extraction. Vol. 4.

Thambawita, Vajira L B; 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. (2021). DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine. 8 p. Scientific Reports . Vol. 11.
https://hdl.handle.net/10037/24057

Hicks, Steven; Stautland, Andrea; Fasmer, Ole Bernt; Førland, Wenche; Hammer, Hugo Lewi; Halvorsen, Pål; Mjeldheim, Kristin; Ødegaard, Ketil Joachim; Osnes, Berge; Syrstad, Vigdis Elin Giæver; Riegler, Michael; Jakobsen, Petter (2021). HYPERAKTIV: An Activity Dataset from Patients with Attention-Deficit/Hyperactivity Disorder (ADHD). MMSys '21: Proceedings of the 12th ACM Multimedia Systems Conference.

Strumke, Inga; Hicks, Steven; Thambawita, Vajira L B; Jha, Debesh; Parasa, Sravanthi; Riegler, Michael Alexander; Halvorsen, Pål (2021). Artificial Intelligence in Gastroenterology. Niklas, Lidströmer; Hutan, Ashrafian (Ed.). Artificial Intelligence in Medicine. Springer Nature.

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. (2021). Artificial intelligence in the fertility clinic: status, pitfalls and possibilities. Human Reproduction . Vol. 36.
https://hdl.handle.net/10037/23966

Ovesen, Aril Bernhard; Nordmo, Tor-Arne Schmidt; Johansen, Håvard D.; Riegler, Michael Alexander; Halvorsen, Pål; Johansen, Dag (2021). File system support for privacy-preserving analysis and forensics in low-bandwidth edge environments. Information . Vol. 12.
https://hdl.handle.net/10037/23075

Nordmo, Tor-Arne Schmidt; Ovesen, Aril Bernhard; Johansen, Håvard D.; Riegler, Michael Alexander; Halvorsen, Pål; Johansen, Dag (2021). Dutkat: A Multimedia System for Catching Illegal Catchers in a Privacy-Preserving Manner. Dao, Minh-Son; Dang-Nguyen, Duc-Tien; Riegler, Michael (Ed.). ICDAR '21: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval. short paper. p. 57-61. ACM Digital Library.

Jha, Debesh; Ali, Sharib; Tomar, Nikhil Kumar; Johansen, Håvard D.; Johansen, Dag; Rittscher, Jens; Riegler, Michael; Halvorsen, Pål (2021). Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning. IEEE Access . Vol. 9.
https://hdl.handle.net/10037/24522

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 (2021). Multimodal Virtual Avatars for Investigative Interviews with Children. Dao, Minh-Son; Dang-Nguyen, Duc-Tien; Riegler, Michael (Ed.). ICDAR '21: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval. Kapittel. p. 2-8. ACM Digital Library.

Rongved, Olav Andre Nergård; Hicks, Steven; Thambawita, Vajira L B; Stensland, Håkon Kvale; Zouganeli, Evi; Johansen, Dag; Riegler, Michael Alexander; Midoglu, Cise; Halvorsen, Pål (2021). Using 3D Convolutional Neural Networks for Real-time Detection of Soccer Events. International Journal of Semantic Computing (IJSC) .
https://hdl.handle.net/10037/24265





These publications are obtained from Cristin. The list may be incomplete