Steven Alexander Hicks

According to our database, Steven Alexander Hicks authored at least 82 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges.

Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven Alexander Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika Kumari Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, Manas Kamal Bhuyan, Pradip K. Das, Deng-Ping Fan, Sravanthi Parasa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Thomas de Lange, Ulas Bagci

Medical Image Anal., 2025

2024

Kvasir-VQA: A Text-Image Pair GI Tract Dataset.

Sushant Gautam, Andrea M. Storås, Cise Midoglu, Steven Alexander Hicks, Vajira Thambawita, Pål Halvorsen, Michael A. Riegler

CoRR, 2024

Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction.

Tu T. Do, Anh M. Vu, Tuan L. Vo, Hoang Thien Ly, Thu Nguyen, Steven Hicks, Pål Halvorsen, Michael Riegler, Binh T. Nguyen

Proceedings of the International Joint Conference on Neural Networks, 2024

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

Bogdan Ionescu, Henning Müller, Ana-Maria Claudia Dragulinescu, 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 S. 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 Alexander Hicks, Vajira Thambawita, Vassili Kovalev, Yuri Prokopchuk, Wen-wai Yim

Proceedings of the Advances in Information Retrieval, 2024

Overview of the ImageCLEF 2024: Multimedia Retrieval in Medical Applications.

Bogdan Ionescu, Henning Müller, Ana-Maria Dragulinescu, Johannes Rückert, Asma Ben Abacha, Alba García Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Tabea Margareta Grace Pakull, Hendrik Damm, Benjamin Bracke, Christoph M. Friedrich, Alexandra-Georgiana Andrei, Yuri Prokopchuk, Dzmitry Karpenka, Ahmedkhan Radzhabov, Vassili Kovalev, Cécile Macaire, Didier Schwab, Benjamin Lecouteux, Emmanuelle Esperança-Rodier, Wen-wai Yim, Yujuan Fu, Zhaoyi Sun, Meliha Yetisgen, Fei Xia, Steven Alexander Hicks, Michael A. Riegler, Vajira Thambawita, Andrea M. Storås, Pål Halvorsen, Maximilian Heinrich, Johannes Kiesel, Martin Potthast, Benno Stein

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2024

Overview of ImageCLEFmedical 2024 - Medical Visual Question Answering for Gastrointestinal Tract.

Steven Hicks, Andrea M. Storås, Pål Halvorsen, Michael Riegler, Vajira Thambawita

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges.

Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven Alexander Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika Kumari Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, Manas Kamal Bhuyan, Pradip K. Das, Sravanthi Parasa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Ulas Bagci, Thomas de Lange

CoRR, 2023

Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction.

Tu T. Do, Mai Anh Vu, Hoang Thien Ly, Thu Nguyen, Steven Alexander Hicks, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen

CoRR, 2023

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

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

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Multimedia Datasets: Challenges and Future Possibilities.

Thu Nguyen, Andrea M. Storås, Vajira Thambawita, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection.

Debesh Jha, Vanshali Sharma, Neethi Dasu, Nikhil Kumar Tomar, Steven Hicks, Manas Kamal Bhuyan, Pradip K. Das, Michael A. Riegler, Pål Halvorsen, Ulas Bagci, Thomas de Lange

Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023

Medico Multimedia Task at MediaEval 2023: Transparent Tracking of Spermatozoa.

Vajira Thambawita, Andrea M. Storås, Tuan-Luc Huynh, Hai-Dang Nguyen, Minh-Triet Tran, Trung-Nghia Le, Pål Halvorsen, Michael Riegler, Steven Hicks, Thien-Phuc Tran

Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications.

Bogdan Ionescu, Henning Müller, Ana-Maria Claudia Dragulinescu, Adrian Popescu, Ahmad Idrissi-Yaghir, Alba García Seco de Herrera, Alexandra Andrei, Alexandru Stan, Andrea M. Storås, Asma Ben Abacha, Christoph M. Friedrich, George Ioannidis, Griffin Adams, Henning Schäfer, Hugo Manguinhas, Ihar Filipovich, Ioan Coman, Jérôme Deshayes, Johanna Schöler, Johannes Rückert, Liviu-Daniel Stefan, Louise Bloch, Meliha Yetisgen, Michael A. Riegler, Mihai Dogariu, Mihai Gabriel Constantin, Neal Snider, Nikolaos Papachrysos, Pål Halvorsen, Raphael Brüngel, Serge Kozlovski, Steven Hicks, Thomas de Lange, Vajira Thambawita, Vassili Kovalev, Wen-wai Yim

Proceedings of the Advances in Information Retrieval, 2023

Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications.

Bogdan Ionescu, Henning Müller, Ana-Maria Dragulinescu, Wen-wai Yim, Asma Ben Abacha, Neal Snider, Griffin Adams, Meliha Yetisgen, Johannes Rückert, Alba García Seco de Herrera, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Steven Alexander Hicks, Michael A. Riegler, Vajira Thambawita, Andrea M. Storås, Pål Halvorsen, Nikolaos Papachrysos, Johanna Schöler, Debesh Jha, Alexandra-Georgiana Andrei, Ioan Coman, Vassili Kovalev, Ahmedkhan Radzhabov, Yuri Prokopchuk, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Jérôme Deshayes, Adrian Popescu

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

Overview of ImageCLEFmedical 2023 - Medical Visual Question Answering for Gastrointestinal Tract.

Steven Hicks, Andrea M. Storås, Pål Halvorsen, Thomas de Lange, Michael Riegler, Vajira Thambawita

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

RePolyp: A Framework for Generating Realistic Colon Polyps with Corresponding Segmentation Masks using Diffusion Models.

Alexander K. Pishva, Vajira Thambawita, Jim Torresen, Steven Alexander Hicks

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

VISEM-Tracking.

Vajira Thambawita, Steven Alexander Hicks, Andrea M. Storås, Thu Nguyen, Jorunn M. Andersen, Oliwia Witczak, Trine B. Haugen, Hugo Lewi Hammer, Pål Halvorsen, Michael A. Riegler

Dataset, November, 2022

SoccerMon: A Large-Scale Multivariate Soccer Athlete Health, Performance, and Position Monitoring Dataset.

Cise Midoglu, Matthias Boeker, Andreas Kjæreng Winther, Svein Arne Pettersen, Dag Johansen, Michael Riegler, Pål Halvorsen, Steven Hicks

Dataset, September, 2022

Visual Sentiment Analysis from Disaster Images in Social Media.

Syed Zohaib Hassan, Kashif Ahmad, Steven Hicks, Pål Halvorsen, Ala I. Al-Fuqaha, Nicola Conci, Michael Riegler

Sensors, 2022

VISEM-Tracking: Human Spermatozoa Tracking Dataset.

Vajira Thambawita, Steven Alexander Hicks, Andrea M. Storås, Thu Nguyen, Jorunn M. Andersen, Oliwia Witczak, Trine B. Haugen, Hugo Lewi Hammer, Pål Halvorsen, Michael A. Riegler

CoRR, 2022

Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations.

Steven Hicks, Andrea M. Storås, Michael Riegler, Cise Midoglu, Malek Hammou, Thomas de Lange, Sravanthi Parasa, Pål Halvorsen, Inga Strümke

CoRR, 2022

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

Sharib Ali, Noha M. 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

CoRR, 2022

MMSys'22 Grand Challenge on AI-based Video Production for Soccer.

Cise Midoglu, Steven Alexander Hicks, Vajira Thambawita, Tomas Kupka, Pål Halvorsen

CoRR, 2022

Meta-learning with implicit gradients in a few-shot setting for medical image segmentation.

Rabindra Khadka, Debesh Jha, Steven Hicks, Vajira Thambawita, Michael A. Riegler, Sharib Ali, Pål Halvorsen

Comput. Biol. Medicine, 2022

Synthesizing a Talking Child Avatar to Train Interviewers Working with Maltreated Children.

Pegah Salehi, Syed Zohaib Hassan, Myrthe Lammerse, Saeed Shafiee Sabet, Ingvild Riiser, Ragnhild Klingenberg Røed, Miriam S. Johnson, Vajira Thambawita, Steven Alexander Hicks, Martine B. Powell, Michael E. Lamb, Gunn Astrid Baugerud, Pål Halvorsen, Michael A. Riegler

Big Data Cogn. Comput., 2022

Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure.

Andrea M. Storås, Michael A. Riegler, Trine B. Haugen, Vajira Thambawita, Steven Alexander Hicks, Hugo Lewi Hammer, Radhika Kakulavarapu, Pål Halvorsen, Mette H. Stensen

Proceedings of the Nordic Artificial Intelligence Research and Development, 2022

Njord: a fishing trawler dataset.

Tor-Arne Schmidt Nordmo, Aril Bernhard Ovesen, Bjørn Aslak Juliussen, Steven Alexander Hicks, Vajira Thambawita, Håvard Dagenborg Johansen, Pål Halvorsen, Michael Alexander Riegler, Dag Johansen

Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

Automatic thumbnail selection for soccer videos using machine learning.

Andreas Husa, Cise Midoglu, Malek Hammou, Steven Alexander Hicks, Dag Johansen, Tomas Kupka, Michael A. Riegler, Pål Halvorsen

Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

Huldra: a framework for collecting crowdsourced feedback on multimedia assets.

Malek Hammou, Cise Midoglu, Steven Alexander Hicks, Andrea M. Storås, Saeed Shafiee Sabet, Inga Strümke, Michael A. Riegler, Pål Halvorsen

Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

MLC at HECKTOR 2022: The Effect and Importance of Training Data When Analyzing Cases of Head and Neck Tumors Using Machine Learning.

Vajira Thambawita, Andrea M. Storås, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler

Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2022

Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa.

Vajira Thambawita, Steven Hicks, Andrea M. Storås, Jorunn M. Andersen, Oliwia Witczak, Trine B. Haugen, Hugo Hammer, Thu Nguyen, Pål Halvorsen, Michael Riegler

Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

RCAD: Real-time Collaborative Anomaly Detection System for Mobile Broadband Networks.

Azza H. Ahmed, Michael A. Riegler, Steven Alexander Hicks, Ahmed Elmokashfi

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Experiences and Lessons Learned from a Crowdsourced-Remote Hybrid User Survey Framework.

Cise Midoglu, Andrea M. Storås, Saeed Shafiee Sabet, Malek Hammou, Steven Alexander Hicks, Inga Strümke, Michael Alexander Riegler, Carsten Griwodz, Pål Halvorsen

Proceedings of the IEEE International Symposium on Multimedia, 2022

Estimating Predictive Uncertainty in Gastrointestinal Polyp Segmentation.

Felicia Ly Jacobsen, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2021

A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging.

Debesh Jha, Sharib Ali, Steven Alexander Hicks, Vajira Thambawita, Hanna Borgli, Pia H. Smedsrud, Thomas de Lange, Konstantin Pogorelov, Xiaowei Wang, Philipp Harzig, Minh-Triet Tran, Wenhua Meng, Trung-Hieu Hoang, Danielle Dias, Tobey H. Ko, Taruna Agrawal, Olga Ostroukhova, Zeshan Khan, Muhammad Atif Tahir, Yang Liu, Yuan Chang, Mathias Kirkerød, Dag Johansen, Mathias Lux, Håvard D. Johansen, Michael A. Riegler, Pål Halvorsen

Medical Image Anal., 2021

AI-Based Video Clipping of Soccer Events.

Joakim Olav Valand, Haris Kadragic, Steven Alexander Hicks, Vajira Lasantha Thambawita, Cise Midoglu, Tomas Kupka, Dag Johansen, Michael Alexander Riegler, Pål Halvorsen

Mach. Learn. Knowl. Extr., 2021

Automated Event Detection and Classification in Soccer: The Potential of Using Multiple Modalities.

Olav A. Norgård Rongved, Markus Stige, Steven Alexander Hicks, Vajira Lasantha Thambawita, Cise Midoglu, Evi Zouganeli, Dag Johansen, Michael Alexander Riegler, Pål Halvorsen

Mach. Learn. Knowl. Extr., 2021

Using 3D Convolutional Neural Networks for Real-time Detection of Soccer Events.

Olav A. Norgård Rongved, Steven Alexander Hicks, Vajira Thambawita, Håkon Kvale Stensland, Evi Zouganeli, Dag Johansen, Cise Midoglu, Michael A. Riegler, Pål Halvorsen

Int. J. Semantic Comput., 2021

Visual Sentiment Analysis: A Natural DisasterUse-case Task at MediaEval 2021.

Syed Zohaib Hassan, Kashif Ahmad, Michael A. Riegler, Steven Hicks, Nicola Conci, Pål Halvorsen, Ala I. Al-Fuqaha

CoRR, 2021

SinGAN-Seg: Synthetic Training Data Generation for Medical Image Segmentation.

Vajira Thambawita, Pegah Salehi, Sajad Amouei Sheshkal, Steven Alexander Hicks, Hugo Lewi Hammer, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler

CoRR, 2021

DivergentNets: Medical Image Segmentation by Network Ensemble.

Vajira Thambawita, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler

CoRR, 2021

Few-shot segmentation of medical images based on meta-learning with implicit gradients.

Rabindra Khadga, Debesh Jha, Sharib Ali, Steven Alexander Hicks, Vajira Thambawita, Michael A. Riegler, Pål Halvorsen

CoRR, 2021

Prediction of Cloud Fractional Cover Using Machine Learning.

Hanna Svennevik, Michael A. Riegler, Steven Hicks, Trude Storelvmo, Hugo Lewi Hammer

Big Data Cogn. Comput., 2021

Predicting High Delays in Mobile Broadband Networks.

Azza H. Ahmed, Steven Hicks, Michael Alexander Riegler, Ahmed Elmokashfi

IEEE Access, 2021

HYPERAKTIV: An Activity Dataset from Patients with Attention-Deficit/Hyperactivity Disorder (ADHD).

Steven Alexander Hicks, Andrea Stautland, Ole Bernt Fasmer, Wenche Førland, Hugo Lewi Hammer, Pål Halvorsen, Kristin Mjeldheim, Ketil Joachim Oedegaard, Berge Osnes, Vigdis Elin Giæver Syrstad, Michael Alexander Riegler, Petter Jakobsen

Proceedings of the MMSys '21: 12th ACM Multimedia Systems Conference, Istanbul, Turkey, 28 September 2021, 2021

Kvasir-Instrument: Diagnostic and Therapeutic Tool Segmentation Dataset in Gastrointestinal Endoscopy.

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

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

HTAD: A Home-Tasks Activities Dataset with Wrist-Accelerometer and Audio Features.

Enrique Garcia-Ceja, Vajira Thambawita, Steven Alexander Hicks, Debesh Jha, Petter Jakobsen, Hugo Lewi Hammer, Pål Halvorsen, Michael A. Riegler

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Reproducibility Companion Paper: Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework.

Li Tao, Xueting Wang, Toshihiko Yamasaki, Jingjing Chen, Steven Hicks

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Reproducibility Companion Paper: Blind Natural Video Quality Prediction via Statistical Temporal Features and Deep Spatial Features.

Jari Korhonen, Yicheng Su, Junyong You, Steven Hicks, Cise Midoglu

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Pyramidal Segmentation of Medical Images using Adversarial Training.

Espen Naess, Vajira Thambawita, Steven Alexander Hicks, Michael A. Riegler, Pål Halvorsen

Proceedings of the ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, 2021

Multimodal Virtual Avatars for Investigative Interviews with Children.

Gunn Astrid Baugerud, Miriam S. Johnson, Ragnhild Klingenberg Røed, Michael E. Lamb, Martine B. Powell, Vajira Thambawita, Steven Alexander Hicks, Pegah Salehi, Syed Zohaib Hassan, Pål Halvorsen, Michael A. Riegler

Proceedings of the ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, 2021

Emotional Mario Task at MediaEval 2021.

Mathias Lux, Michael Riegler, Steven Hicks, Duc-Tien Dang-Nguyen, Kristine Jørgensen, Vajira Thambawita, Pål Halvorsen

Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Medico Multimedia Task at MediaEval 2021: Transparency in Medical Image Segmentation.

Steven Hicks, Debesh Jha, Vajira Thambawita, Hugo Hammer, Thomas de Lange, Sravanthi Parasa, Michael Riegler, Pål Halvorsen

Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Visual Sentiment Analysis: A Natural Disaster Use-case Task at MediaEval 2021.

Syed Zohaib Hassan, Kashif Ahmad, Michael Riegler, Steven Hicks, Nicola Conci, Pål Halvorsen, Ala I. Al-Fuqaha

Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Automated Clipping of Soccer Events using Machine Learning.

Joakim O. Valand, Haris Kadragic, Steven Hicks, Vajira Thambawita, Cise Midoglu, Tomas Kupka, Dag Johansen, Michael A. Riegler, Pål Halvorsen

Proceedings of the IEEE International Symposium on Multimedia, 2021

DivergentNets:Medical Image Segmentation by Network Ensemble.

Vajira Thambawita, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler

Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021) co-located with with the 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), 2021

A self-learning teacher-student framework for gastrointestinal image classification.

Henrik L. Gjestang, Steven Alexander Hicks, Vajira Thambawita, Pål Halvorsen, Michael A. Riegler

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

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 T. 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 C. Jain, Michael Alexander Riegler, Pål Halvorsen

Proceedings of the 11th ACM Multimedia Systems Conference, 2020

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 Lewi Hammer, Mathias Lux, Michael Alexander Riegler, Steven Alexander Hicks

Proceedings of the 11th ACM Multimedia Systems Conference, 2020

ACM Multimedia BioMedia 2020 Grand Challenge Overview.

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

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus.

Vajira Thambawita, Steven Hicks, Pål Halvorsen, Michael A. Riegler

Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation.

Debesh Jha, Steven Hicks, Krister Emanuelsen, Håvard D. Johansen, Dag Johansen, Thomas de Lange, Michael A. Riegler, Pål Halvorsen

Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Real-Time Detection of Events in Soccer Videos using 3D Convolutional Neural Networks.

Olav A. Norgård Rongved, Steven Alexander Hicks, Vajira Thambawita, Håkon Kvale Stensland, Evi Zouganeli, Dag Johansen, Michael A. Riegler, Pål Halvorsen

Proceedings of the IEEE International Symposium on Multimedia, 2020

Vid2Pix - A Framework for Generating High-Quality Synthetic Videos.

Oda Olsen Nedrejord, Vajira Thambawita, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler

Proceedings of the IEEE International Symposium on Multimedia, 2020

The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy.

Steven Alexander Hicks, Debesh Jha, Vajira Thambawita, Pål Halvorsen, Hugo Lewi Hammer, Michael A. Riegler

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

PSYKOSE: A Motor Activity Database of Patients with Schizophrenia.

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

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019

Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction.

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

CoRR, 2019

VISEM: a multimodal video dataset of human spermatozoa.

Trine B. Haugen, Steven Alexander Hicks, Jorunn M. Andersen, Oliwia Witczak, Hugo Lewi Hammer, Rune Johan Borgli, Pål Halvorsen, Michael Riegler

Proceedings of the 10th ACM Multimedia Systems Conference, 2019

ACM Multimedia BioMedia 2019 Grand Challenge Overview.

Steven Alexander Hicks, Michael Riegler, Pia H. Smedsrud, Trine B. Haugen, Kristin Ranheim Randel, Konstantin Pogorelov, Håkon Kvale Stensland, Duc-Tien Dang-Nguyen, Mathias Lux, Andreas Petlund, Thomas de Lange, Peter Thelin Schmidt, Pål Halvorsen

Proceedings of the 27th ACM International Conference on Multimedia, 2019

One-Dimensional Convolutional Neural Networks on Motor Activity Measurements in Detection of Depression.

Joakim Ihle Frogner, Farzan Majeed Noori, Pål Halvorsen, Steven Alexander Hicks, Enrique Garcia-Ceja, Jim Tørresen, Michael Alexander Riegler

Proceedings of the 4th International Workshop on Multimedia for Personal Health & Health Care, 2019

Using 2D and 3D Convolutional Neural Networks to Predict Semen Quality.

Jon-Magnus Rosenblad, Steven Alexander Hicks, Håkon Kvale Stensland, Trine B. Haugen, Pål Halvorsen, Michael Riegler

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Using Deep Learning to Predict Motility and Morphology of Human Sperm.

Steven Alexander Hicks, Trine B. Haugen, Pål Halvorsen, Michael Riegler

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Predicting Sperm Motility and Morphology Using Deep Learning and Handcrafted Features.

Steven Alexander Hicks, Pål Halvorsen, Trine B. Haugen, Jorunn M. Andersen, Oliwia Witczak, Konstantin Pogorelov, Hugo Lewi Hammer, Duc-Tien Dang-Nguyen, Mathias Lux, Michael Riegler

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Medico Multimedia Task at MediaEval 2019.

Steven Alexander Hicks, Pål Halvorsen, Trine B. Haugen, Jorunn M. Andersen, Oliwia Witczak, Konstantin Pogorelov, Hugo Lewi Hammer, Duc-Tien Dang-Nguyen, Mathias Lux, Michael Riegler

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Unsupervised preprocessing to improve generalisation for medical image classification.

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

Proceedings of the 13th International Symposium on Medical Information and Communication Technology, 2019

A Web-Based Software for Training and Quality Assessment in the Image Analysis Workflow for Cardiac T1 Mapping MRI.

Edvarda Eriksen, Steven Alexander Hicks, Michael Alexander Riegler, Pål Halvorsen, Valentina Carapella

Proceedings of the IEEE International Symposium on Multimedia, 2019

Semantic Analysis of Soccer News for Automatic Game Event Classification.

Aanund Jupskås Nordskog, Pål Halvorsen, Steven Alexander Hicks, Håkon Kvale Stensland, Hugo Lewi Hammer, Dag Johansen, Michael A. Riegler

Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018

Comprehensible reasoning and automated reporting of medical examinations based on deep learning analysis.

Steven Alexander Hicks, Konstantin Pogorelov, Thomas de Lange, Mathias Lux, Mattis Jeppsson, Kristin Ranheim Randel, Sigrun Losada Eskeland, Pål Halvorsen, Michael Riegler

Proceedings of the 9th ACM Multimedia Systems Conference, 2018

Mimir: an automatic reporting and reasoning system for deep learning based analysis in the medical domain.

Steven Alexander Hicks, Sigrun Losada Eskeland, Mathias Lux, Thomas de Lange, Kristin Ranheim Randel, Mattis Jeppsson, Konstantin Pogorelov, Pål Halvorsen, Michael Riegler

Proceedings of the 9th ACM Multimedia Systems Conference, 2018

Medico Multimedia Task at MediaEval 2018.

Konstantin Pogorelov, Michael Riegler, Pål Halvorsen, Steven Alexander Hicks, Kristin Ranheim Randel, Duc-Tien Dang-Nguyen, Mathias Lux, Olga Ostroukhova, Thomas de Lange

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Deep Learning Based Disease Detection Using Domain Specific Transfer Learning.

Steven Alexander Hicks, Pia H. Smedsrud, Pål Halvorsen, Michael Riegler

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Dissecting Deep Neural Networks for Better Medical Image Classification and Classification Understanding.

Steven Alexander Hicks, Michael Riegler, Konstantin Pogorelov, Kim V. Anonsen, Thomas de Lange, Dag Johansen, Mattis Jeppsson, Kristin Ranheim Randel, Sigrun Losada Eskeland, Pål Halvorsen

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018