2024

1. Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

   Sharib Ali, Noha Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel-Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, JiangPeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithami, Amr Ahmed, Michael A Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E East

2. Advancing sleep detection by modelling weak label sets: A novel weakly supervised learning approach

   Matthias Boeker, Vajira Thambawita, Michael Riegler, Pål Halvorsen, Hugo L Hammer

3. MediaEval 2023: Multimedia Benchmark Workshop 2023, Working Notes Proceedings of the MediaEval 2023 Workshop Amsterdam, The Netherlands and Online, 1-2 February 2024

   S Hicks, A Lommatzsch, A Hürriyetoglu, R Vuillemot, MG Constantin, V Thambawita, MA Larson

4. Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024

   Bogdan Ionescu, Henning Müller, Ana Maria Drăgulinescu, Ahmad Idrissi-Yaghir, Ahmedkhan Radzhabov, Alba Garcia Seco de Herrera, Alexandra Andrei, Alexandru Stan, Andrea M Storås, Asma Ben Abacha, Benjamin Lecouteux, Benno Stein, Cécile Macaire, Christoph M Friedrich, Cynthia Sabrina Schmidt, Didier Schwab, Emmanuelle Esperança-Rodier, George Ioannidis, Griffin Adams, Henning Schäfer, Hugo Manguinhas, Ioan Coman, Johanna Schöler, Johannes Kiesel, Johannes Rückert, Louise Bloch, Martin Potthast, Maximilian Heinrich, Meliha Yetisgen, Michael A Riegler, Neal Snider, Pål Halvorsen, Raphael Brüngel, Steven A Hicks, Vajira Thambawita, Vassili Kovalev, Yuri Prokopchuk, Wen-Wai Yim

5. SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset

   Sushant Gautam, Mehdi Houshmand Sarkhoosh, Jan Held, Cise Midoglu, Anthony Cioppa, Silvio Giancola, Vajira Thambawita, Michael A Riegler, Pål Halvorsen, Mubarak Shah

2023

1. ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset

   Michael A Riegler, Vajira Thambawita, Ayan Chatterjee, Thu Nguyen, Steven A Hicks, Vibeke Telle-Hansen, Svein Arne Pettersen, Dag Johansen, Ramesh Jain, Pål Halvorsen

2021

1. Kvasir-instrument - Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy

   Debesh Jha, Sharib Ali, Krister Emanuelsen, Steven A Hicks, Vajira Thambawita, Enrique Garcia-Ceja, Michael A Riegler, Thomas de Lange, Peter T Schmidt, Håvard D Johansen, Dag Johansen, Pål Halvorsen

2020

1. PSYKOSE- A Motor Activity Database of Patients with Schizophrenia

   Petter Jakobsen, Enrique Garcia Ceja, Lena Antonsen Stabell, Ketil Joachim Oedegaard, Jan Oystein Berle, Vajira Thambawita, Steven Hicks, Pål Halvorsen, Michael Riegler, Ole Bernt Fasmer

2. Toadstool; a dataset for training emotional intelligent machines playing Super Mario Bros

   Henrik Svoren, Vajira Thambawita, Pål Halvorsen, Petter Jakobsen, Enrique Garcia-Ceja, Farzan Majeed Noori, Hugo L Hammer, Mathias Lux, Michael Alexander Riegler, Steven Alexander Hicks

3. PMData - a sports logging dataset

   Vajira Thambawita, Steven Alexander Hicks, Hanna Borgli, Håkon Kvale Stensland, Debesh Jha, Martin Kristoffer Svensen, Svein-Arne Pettersen, Dag Johansen, Håvard Dagenborg Johansen, Susann Dahl Pettersen, Simon Nordvang, Sigurd Pedersen, Anders Gjerdrum, Tor-Morten Grønli, Per Morten Fredriksen, Ragnhild Eg, Kjeld Hansen, Siri Fagernes, Christine Claudi, Andreas Biørn-Hansen, Duc Tien Dang Nguyen, Tomas Kupka, Hugo Lewi Hammer, Ramesh Jain, Michael Alexander Riegler, Pål Halvorsen

4. An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning Applied to Gastrointestinal Tract Abnormality Classification

   An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning Applied to Gastrointestinal Tract Abnormality Classification

5. HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy

   Hanna Borgli, Vajira Thambawita, Pia H Smedsrud, Steven Hicks, Debesh Jha, Sigrun L Eskeland, Kristin Ranheim Randel, Konstantin Pogorelov, Mathias Lux, Duc Tien Dang Nguyen, Dag Johansen, Carsten Griwodz, Håkon K Stensland, Enrique Garcia-Ceja, Peter T Schmidt, Hugo L Hammer, Michael A Riegler, Pål Halvorsen, Thomas de Lange

6. HTAD - A Home-Tasks Activities Dataset with Wrist-accelerometer and Audio Features

   Enrique Garcia-Ceja, Vajira Thambawita, Steven Hicks, Debesh Jha, Petter Jakobsen, Hugo L Hammer, Pål Halvorsen, Michael Riegler

7. Kvasir-Capsule, a video capsule endoscopy dataset

   Pia H Smedsrud, Henrik L Gjestang, Oda O Nedrejord, Espen Næss, Vajira Thambawita, Steven Hicks, Hanna Borgli, Debesh Jha, Tor Jan Derek Berstad, Sigrun L Eskeland, Mathias Lux, Håvard Espeland, Andreas Petlund, Duc Tien Dang Nguyen, Dag Johansen, Peter T Schmidt, Hugo L Hammer, Thomas de Lange, Michael Riegler, Pål Halvorsen

8. Kvasir-Instrument- Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy

   Debesh Jha, Sharib Ali, Krister Emanuelsen, Steven Hicks, Vajira Thambawita, Enrique Garcia-Ceja, Michael Riegler, Thomas de Lange, Peter T Schmidt, Håvard Johansen, Dag Johansen, Pål Halvorsen

2019

1. Unsupervised preprocessing to improve generalisation for medical image classification

   Mathias Kirkerød, Rune Johan Borgli, Vajira Thambawita, Steven Hicks, Michael Alexander Riegler, Pål Halvorsen

2. GANEx - A complete pipeline of training, inference and benchmarking GAN experiments

   Vajira Thambawita, Hugo Lewi Hammer, Michael Riegler, Pål Halvorsen

3. Machine learning-based analysis of sperm videos and participant data for male fertility prediction

   Steven A Hicks, Jorunn M Andersen, Oliwia Witczak, Vajira Thambawita, Pål Halvorsen, Hugo L Hammer, Trine B Haugen, Michael A Riegler

4. Stacked dense optical flows and dropout layers to predict sperm motility and morphology

   Vajira Thambawita, Pål Halvorsen, Hugo Hammer, Michael Riegler, Trine B Haugen

5. Extracting temporal features into a spatial domain using autoencoders for sperm video analysis

   Vajira Thambawita, Pål Halvorsen, Hugo Hammer, Michael Riegler, Trine B Haugen

2018

1. Using Preprocessing as a Tool in Medical Image Detection

   Mathias Kirkerød, Vajira Thambawita, Michael Riegler, Pål Halvorsen

2. The medico-task 2018; Disease detection in the gastrointestinal tract using global features and deep learning

   Vajira Thambawita, Debesh Jha, Michael Riegler, Pål Halvorsen, Hugo Lewi Hammer, Håvard D Johansen, Dag Johansen

2016

1. An optimized Parallel Failure-less Aho-Corasick algorithm for DNA sequence matching

   DRVLB Thambawita, Roshan G Ragel, Dhammike Elkaduwe

2. To use or not to use - CPUs' cache optimization techniques on GPGPUs

   DRVLB Thambawita, Roshan G Ragel, Dhammike Elkaduwe

2014

1. To use or not to use; Graphics processing units (GPUs) for pattern matching algorithms

   DRVLB Thambawita, Roshan Ragel, Dhammika Elkaduwe