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
-
Professionals interviewing maltreated children supported via artificial avatars
The project proposes to develop a new digital interview-training program drawing on expertise in developmental psychology and artificial intelligence
Publications and research
Scientific publications
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
Salehi, Pegah; Hassan, Syed Zohaib;
Baugerud, Gunn Astrid
; Powell, Martine; Cano, Cayetana López;
Johnson, Miriam S.
; Røed, Ragnhild Klingenberg; Johansen, Dag; Sabet, Saeed Shafiee;
Riegler, Michael
;
Halvorsen, Pål
(2024).
Immersive Virtual Reality in Child Skills Interview Training: A Comparison of 2D And 3D environment.
Rossi, Silvia; Muchaluat-Saade, Débora Christina; Röggla, Thomas (Ed.).
MMVE’ 2024 Proceedings of the 2024
16th International Workshop on Immersive Mixed
and Virtual Environment Systems.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3652212.3652219
Monakhov, Vladimir; Thambawita, Vajira L B;
Halvorsen, Pål
;
Riegler, Michael
(2023).
GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in Videos.
Sensors.
Vol. 23:2087.
https://doi.org/10.3390/s23042087
Ali, Sharib; Jha, Debesh; Ghatwary, Noha; Realdon, Stefano; Cannizzaro, Renato; Salem, Osama E.; Lamarque, Dominique; Daul, Christian;
Riegler, Michael Alexander
; Ånonsen, Kim Vidar; Petlund, Andreas;
Halvorsen, Pål
; Rittscher, Jens; de Lange, Thomas; East, James E
(2023).
A multi-centre polyp detection and segmentation dataset for generalisability assessment.
17 p.
Scientific Data.
Vol. 10.
https://doi.org/10.1038/s41597-023-01981-y
Dang Nguyen, Duc Tien; Khan, Sohail Ahmed; Midoglu, Cise; Riegler, Michael ; Halvorsen, Pål ; Dao, Minh-Son (2023). Grand Challenge On Detecting Cheapfakes. ISBN: 979-8-3503-1315-4. 5 p. IEEE conference proceedings.
Riegler, Michael Alexander
; Thambawita, Vajira; Chatterjee, Ayan; Nguyen, Thu; Hicks, Steven;
Telle-Hansen, Vibeke
; Pettersen, Svein Arne; Johansen, Dag; Jain, Ramesh;
Halvorsen, Pål
(2023).
ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset.
Dang-Nguyen, Duc-Tien (Ed.).
MultiMedia Modeling : 29th International conference, MMM 2023, Bergen, Norway, January 9-12, 2023, Proceedings, Part II.
Springer.
https://doi.org/10.1007/978-3-031-27077-2_39
Storås, Andrea; Andersen, Ole Emil; Lockhart, Sam; Thielemann, Roman; Gnesin, Filip; Thambawita, Vajira L B; Hicks, Steven; Kanters, Jørgen K.; Strumke, Inga;
Halvorsen, Pål
;
Riegler, Michael
(2023).
Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis.
11 p.
Diagnostics (Basel).
Vol. 13.
https://doi.org/10.3390/diagnostics13142345
Nordmo, Tor-Arne Schmidt; Ovesen, Aril Bernhard; Dagenborg, Håvard;
Halvorsen, Pål
;
Riegler, Michael Alexander
; Johansen, Dag
(2023).
Fishing Trawler Event Detection: An Important Step Towards Digitization of Sustainable Fishing.
Nichele, Stefano; Aamodt, Jonas Moræus; Misra, Sanjay; Mölder, Anicka (Ed.).
2023 3rd International Conference on Applied Artificial Intelligence (ICAPAI).
IEEE conference proceedings.
https://doi.org/10.1109/ICAPAI58366.2023.10194202
Riegler, Michael Alexander
; Thambawita, Vajira; Nguyen, Thu; Hicks, Steven Alexander;
Telle-Hansen, Vibeke
; Pettersen, Svein Arne; Johansen, Dag; Jain, Ramesh;
Halvorsen, Pål
(2023).
ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset.
Lecture Notes in Computer Science (LNCS).
Vol. 13833.
https://doi.org/10.1007/978-3-031-27077-2_39
Nguyen, Thu; Thien Ly, Hoang;
Riegler, Michael Alexander
;
Halvorsen, Pål
;
Hammer, Hugo Lewi
(2023).
Principal Components Analysis Based Frameworks for Efficient Missing Data Imputation Algorithms.
Nguyen, Ngoc-Thanh; Boonsang, Siridech; Fujita, Hamido; Hnatkowska, Bogumila; Hong, Tzung Pei; Pasupa, Kitsuchart (Ed.).
Recent Challenges in Intelligent Information and Database Systems.
Springer.
https://doi.org/10.1007/978-3-031-42430-4_21