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2020 – today
- 2024
[j58]Mehdi Houshmand Sarkhoosh, Sayed Mohammad Majidi Dorcheh, Cise Midoglu, Saeed Shafiee Sabet, Tomas Kupka, Dag Johansen, Michael A. Riegler, Pål Halvorsen:
AI-Based Cropping of Ice Hockey Videos for Different Social Media Representations. IEEE Access 12: 118227-118249 (2024)- [c271]Steven Hicks, Andrea M. Storås, Pål Halvorsen, Michael Riegler, Vajira Thambawita:
Overview of ImageCLEFmedical 2024 - Medical Visual Question Answering for Gastrointestinal Tract. CLEF (Working Notes) 2024: 1429-1436 - [c270]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:
Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024. ECIR (6) 2024: 44-52 - [c269]Cise Midoglu, Saeed Shafiee Sabet, Mehdi Houshmand Sarkhoosh, Sayed Mohammad Majidi Dorcheh, Sushant Gautam, Håkon Maric Solberg, Tomas Kupka, Pål Halvorsen:
AI-Based Sports Highlight Generation for Social Media. MHV 2024: 7-13 - [c268]Duc-Tien Dang-Nguyen, Sohail Ahmed Khan, Michael Riegler, Pål Halvorsen, Anh-Duy Tran, Minh-Son Dao, Minh-Triet Tran:
Overview of the Grand Challenge on Detecting Cheapfakes at ACM ICMR 2024. ICMR 2024: 1275-1281 - [c267]Nhat-Hao Pham, Khanh-Linh Vo, Mai Anh Vu, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen:
Correlation Visualization Under Missing Values: A Comparison Between Imputation and Direct Parameter Estimation Methods. MMM (4) 2024: 103-116 - [c266]Faiga Alawad, Pål Halvorsen, Michael A. Riegler:
E2Evideo: End to End Video and Image Pre-processing and Analysis Tool. MMM (4) 2024: 258-264 - [c265]Mehdi Houshmand Sarkhoosh, Sayed Mohammad Majidi Dorcheh, Cise Midoglu, Saeed Shafiee Sabet, Tomas Kupka, Dag Johansen, Michael A. Riegler, Pål Halvorsen:
AI-Based Cropping of Soccer Videos for Different Social Media Representations. MMM (4) 2024: 279-287 - [c264]Aril Bernhard Ovesen, Tor-Arne Schmidt Nordmo, Michael Alexander Riegler, Pål Halvorsen, Dag Johansen:
Sustainable Commercial Fishery Control Using Multimedia Forensics Data from Non-trusted, Mobile Edge Nodes. MMM (3) 2024: 327-340 - [c263]Evan Jåsund Kassab, Håkon Maric Solberg, Sushant Gautam, Saeed Shafiee Sabet, Thomas Torjusen, Michael Riegler, Pål Halvorsen, Cise Midoglu:
TACDEC: Dataset of Tackle Events in Soccer Game Videos. MMSys 2024: 250-256 - [c262]Mehdi Houshmand Sarkhoosh, Sushant Gautam, Cise Midoglu, Saeed Shafiee Sabet, Thomas Torjusen, Pål Halvorsen:
The SoccerSum Dataset for Automated Detection, Segmentation, and Tracking of Objects on the Soccer Pitch. MMSys 2024: 353-359 - [c261]Mohammad Majidi, Mehdi Houshmand Sarkhoosh, Cise Midoglu, Saeed Shafiee Sabet, Tomas Kupka, Dag Johansen, Pål Halvorsen:
SmartCrop-H: AI-Based Cropping of Ice Hockey Videos. MMSys 2024: 471-477 - [c260]Mehdi Houshmand Sarkhoosh, Sushant Gautam, Cise Midoglu, Saeed Shafiee Sabet, Pål Halvorsen:
Multimodal AI-Based Summarization and Storytelling for Soccer on Social Media. MMSys 2024: 485-491 - [c259]Pegah Salehi, Syed Zohaib Hassan, Gunn Astrid Baugerud, Martine B. Powell, M. Cayetana López Cano, Miriam S. Johnson, Ragnhild Klingenberg Røed, Dag Johansen, Saeed Shafiee Sabet, Michael A. Riegler, Pål Halvorsen:
Immersive Virtual Reality in Child Interview Skills Training: A Comparison of 2D and 3D Environments. MMVE@MMSys 2024: 1-7 - [d4]Evan Jåsund Kassab, Håkon Maric Solberg, Sushant Gautam, Saeed Shafiee Sabet, Thomas Torjusen, Michael Riegler, Pål Halvorsen, Cise Midoglu:
TACDEC: Dataset of Tackle Events in Soccer Game Videos. Zenodo, 2024
- [i61]Matthias Boeker, Vajira Thambawita, Michael Riegler, Pål Halvorsen, Hugo Lewi Hammer:
Advancing sleep detection by modelling weak label sets: A novel weakly supervised learning approach. CoRR abs/2402.17601 (2024) - [i60]Sushant Gautam, Mehdi Houshmand Sarkhoosh, Jan Held, Cise Midoglu, Anthony Cioppa, Silvio Giancola, Vajira Thambawita, Michael A. Riegler, Pål Halvorsen, Mubarak Shah:
SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset. CoRR abs/2405.07354 (2024) - [i59]Aleksander Theo Strand, Sushant Gautam, Cise Midoglu, Pål Halvorsen:
SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries. CoRR abs/2406.01273 (2024) - [i58]Aleksander Theo Strand, Sushant Gautam, Cise Midoglu, Pål Halvorsen:
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAG. CoRR abs/2406.01280 (2024) - [i57]Tuan L. Vo, Thu Nguyen, Hugo L. Hammer, Michael A. Riegler, Pål Halvorsen:
Explainability of Machine Learning Models under Missing Data. CoRR abs/2407.00411 (2024) - [i56]Håkon Maric Solberg, Mehdi Houshmand Sarkhoosh, Sushant Gautam, Saeed Shafiee Sabet, Pål Halvorsen, Cise Midoglu:
PLayerTV: Advanced Player Tracking and Identification for Automatic Soccer Highlight Clips. CoRR abs/2407.16076 (2024) - 2023
- [j57]Matthias Boeker, Petter Jakobsen, Michael A. Riegler, Lena Antonsen Stabell, Ole Bernt Fasmer, Pål Halvorsen, Hugo Lewi Hammer:
Affect Recognition in Muscular Response Signals. IEEE Access 11: 61914-61928 (2023) - [j56]Matthias Boeker, Hugo Lewi Hammer, Michael A. Riegler, Pål Halvorsen, Petter Jakobsen:
Prediction of schizophrenia from activity data using hidden Markov model parameters. Neural Comput. Appl. 35(8): 5619-5630 (2023) - [j55]Vladimir Monakhov, Vajira Thambawita, Pål Halvorsen, Michael A. Riegler:
GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in Videos. Sensors 23(4): 2087 (2023) - [j54]Nikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Jens Rittscher, Pål Halvorsen, Sharib Ali:
FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9375-9388 (2023) - [c258]Thu Nguyen, Hoang Thien Ly, Michael Alexander Riegler, Pål Halvorsen, Hugo Lewi Hammer:
Principal Components Analysis Based Frameworks for Efficient Missing Data Imputation Algorithms. ACIIDS (Companion) 2023: 254-266 - [c257]Andrea M. Storås, Morten Magnø, Fredrik A. Fineide, Bernd Thiede, Xiangjun Chen, Inga Strümke, Pål Halvorsen, Tor P. Utheim, Michael A. Riegler:
Identifying Important Proteins in Meibomian Gland Dysfunction with Explainable Artificial Intelligence. CBMS 2023: 204-209 - [c256]Pia Helen Smedsrud, Håvard Espeland, Tor Jan Derek Berstad, Andreas Petlund, Thomas de Lange, Michael A. Riegler, Pål Halvorsen:
Man vs. AI: An in silico study of polyp detection performance. CBMS 2023: 720-725 - [c255]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:
Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications. CLEF 2023: 370-396 - [c254]Steven Hicks, Andrea M. Storås, Pål Halvorsen, Thomas de Lange, Michael Riegler, Vajira Thambawita:
Overview of ImageCLEFmedical 2023 - Medical Visual Question Answering for Gastrointestinal Tract. CLEF (Working Notes) 2023: 1316-1327 - [c253]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:
ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. ECIR (3) 2023: 557-567 - [c252]Roman Machácek, Leila Mozaffari, Zahra Sepasdar, Sravanthi Parasa, Pål Halvorsen, Michael A. Riegler, Vajira Thambawita:
Mask-conditioned latent diffusion for generating gastrointestinal polyp images. ICDAR@ICMR 2023: 1-9 - [c251]Thu Nguyen, Rabindra Khadka, Nhan Phan, Anis Yazidi, Pål Halvorsen, Michael A. Riegler:
Combining datasets to improve model fitting. IJCNN 2023: 1-9 - [c250]Sayed Mohammad Majidi Dorcheh, Mehdi Houshmand Sarkhoosh, Cise Midoglu, Saeed Shafiee Sabet, Tomas Kupka, Michael A. Riegler, Dag Johansen, Pål Halvorsen:
SmartCrop: AI-Based Cropping of Soccer Videos. ISM 2023: 20-27 - [c249]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:
Medico Multimedia Task at MediaEval 2023: Transparent Tracking of Spermatozoa. MediaEval 2023 - [c248]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:
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection. ML4MHD 2023: 125-140 - [c247]Alireza Hossein Zadeh Nik, Michael A. Riegler, Pål Halvorsen, Andrea M. Storås:
Generation of Synthetic Tabular Healthcare Data Using Generative Adversarial Networks. MMM (1) 2023: 434-446 - [c246]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:
ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset. MMM (1) 2023: 502-514 - [c245]Thu Nguyen, Andrea M. Storås, Vajira Thambawita, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler:
Multimedia Datasets: Challenges and Future Possibilities. MMM (2) 2023: 711-717 - [d3]Matthias Boeker, Petter Jakobsen, Michael Alexander Riegler, Lena Antonsen Stabell, Ole Bernt Fasmer, Pål Halvorsen, Hugo Lewi Hammer:
Affect recognition in muscular response signals. IEEE DataPort, 2023 - [i55]Mai Anh Vu, Thu Nguyen, Tu T. Do, Nhan Phan, Pål Halvorsen, Michael A. Riegler, Binh T. Nguyen:
Conditional expectation for missing data imputation. CoRR abs/2302.00911 (2023) - [i54]Duc-Tien Dang-Nguyen, Sohail Ahmed Khan, Cise Midoglu, Michael Riegler, Pål Halvorsen, Minh-Son Dao:
Grand Challenge On Detecting Cheapfakes. CoRR abs/2304.01328 (2023) - [i53]Roman Machácek, Leila Mozaffari, Zahra Sepasdar, Sravanthi Parasa, Pål Halvorsen, Michael A. Riegler, Vajira Thambawita:
Mask-conditioned latent diffusion for generating gastrointestinal polyp images. CoRR abs/2304.05233 (2023) - [i52]Tu T. Do, Mai Anh Vu, Hoang Thien Ly, Thu Nguyen, Steven Alexander Hicks, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen:
Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction. CoRR abs/2305.06042 (2023) - [i51]Nhat-Hao Pham, Khanh-Linh Vo, Mai Anh Vu, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen:
Correlation visualization under missing values: a comparison between imputation and direct parameter estimation methods. CoRR abs/2305.06044 (2023) - [i50]Debesh Jha, Vanshali Sharma, Neethi Dasu, Nikhil Kumar Tomar, Steven Hicks, Manas Kamal Bhuyan, Pradip K. Das, Michael A. Riegler, Pål Halvorsen, Thomas de Lange, Ulas Bagci:
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection. CoRR abs/2307.08140 (2023) - [i49]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:
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges. CoRR abs/2307.16262 (2023) - [i48]Mehdi Houshmand Sarkhoosh, Sayed Mohammad Majidi Dorcheh, Sushant Gautam, Cise Midoglu, Saeed Shafiee Sabet, Pål Halvorsen:
Soccer on Social Media. CoRR abs/2310.12328 (2023) - [i47]Thu Nguyen, Pål Halvorsen, Michael A. Riegler:
Imputation using training labels and classification via label imputation. CoRR abs/2311.16877 (2023) - 2022
- [j53]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:
Synthesizing a Talking Child Avatar to Train Interviewers Working with Maltreated Children. Big Data Cogn. Comput. 6(2): 62 (2022) - [j52]Joakim Aalstad Alslie, Aril Bernhard Ovesen, Tor-Arne Schmidt Nordmo, Håvard Dagenborg Johansen, Pål Halvorsen, Michael Alexander Riegler, Dag Johansen:
Áika: A Distributed Edge System for AI Inference. Big Data Cogn. Comput. 6(2): 68 (2022) - [j51]Rabindra Khadka, Debesh Jha, Steven Hicks, Vajira Thambawita, Michael A. Riegler, Sharib Ali, Pål Halvorsen:
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation. Comput. Biol. Medicine 143: 105227 (2022) - [j50]Sidney Pontes-Filho, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele:
Towards the Neuroevolution of Low-level artificial general intelligence. Frontiers Robotics AI 9 (2022) - [j49]Syed Zohaib Hassan, Kashif Ahmad, Steven Hicks, Pål Halvorsen, Ala I. Al-Fuqaha, Nicola Conci, Michael Riegler:
Visual Sentiment Analysis from Disaster Images in Social Media. Sensors 22(10): 3628 (2022) - [j48]Abhishek Srivastava, Debesh Jha, Sukalpa Chanda, Umapada Pal, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Sharib Ali, Pål Halvorsen:
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation. IEEE J. Biomed. Health Informatics 26(5): 2252-2263 (2022) - [c244]Syed Zohaib Hassan, Pegah Salehi, Michael Alexander Riegler, Miriam Sinkerud Johnson, Gunn Astrid Baugerud, Pål Halvorsen, Saeed Shafiee Sabet:
A Virtual Reality Talking Avatar for Investigative Interviews of Maltreat Children. CBMI 2022: 201-204 - [c243]Andrea M. Storås, Anders Åsberg, Pål Halvorsen, Michael A. Riegler, Inga Strümke:
Predicting Tacrolimus Exposure in Kidney Transplanted Patients Using Machine Learning. CBMS 2022: 38-43 - [c242]Felicia Ly Jacobsen, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler:
Estimating Predictive Uncertainty in Gastrointestinal Polyp Segmentation. CBMS 2022: 44-49 - [c241]Jan Andre Fagereng, Vajira Thambawita, Andrea M. Storås, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler:
PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps. CBMS 2022: 66-71 - [c240]Syed Zohaib Hassan, Pegah Salehi, Ragnhild Klingenberg Røed, Pål Halvorsen, Gunn Astrid Baugerud, Miriam Sinkerud Johnson, Pierre Lison, Michael Riegler, Michael E. Lamb, Carsten Griwodz, Saeed Shafiee Sabet:
Towards an AI-driven talking avatar in virtual reality for investigative interviews of children. GameSys@MMSys 2022: 9-15 - [c239]Debesh Jha, Ashish Rauniyar, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Pål Halvorsen, Ulas Bagci:
Video Analytics in Elite Soccer: A Distributed Computing Perspective. SAM 2022: 221-225 - [c238]Thu Nguyen, Thanh Nhan Phan, Van Nhuong Nguyen, Thanh-Binh Nguyen, Pål Halvorsen, Michael A. Riegler:
Parallel feature selection based on the trace ratio criterion. IJCNN 2022: 1-8 - [c237]Birk Torpmann-Hagen, Vajira Thambawita, Michael A. Riegler, Pål Halvorsen, Kyrre Glette:
Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation. ISM 2022: 42-49 - [c236]Cise Midoglu, Andrea M. Storås, Saeed Shafiee Sabet, Malek Hammou, Steven Alexander Hicks, Inga Strümke, Michael Alexander Riegler, Carsten Griwodz, Pål Halvorsen:
Experiences and Lessons Learned from a Crowdsourced-Remote Hybrid User Survey Framework. ISM 2022: 161-162 - [c235]Syed Zohaib Hassan, Saeed Shafiee Sabet, Pegah Salehi, Hayley Ko, Ingvild Riiser, Miriam S. Johnson, Gunn Astrid Baugerud, Michael Alexander Riegler, Pål Halvorsen:
A Comparative Study of Interactive Environments for Investigative Interview of A Virtual Child Avatar. ISM 2022: 194-201 - [c234]Vajira Thambawita, Steven Hicks, Andrea M. Storås, Jorunn M. Andersen, Oliwia Witczak, Trine B. Haugen, Hugo Hammer, Thu Nguyen, Pål Halvorsen, Michael Riegler:
Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa. MediaEval 2022 - [c233]Birk Torpmann-Hagen, Pål Halvorsen, Michael Riegler, Dag Johansen:
Addressing Generalization Failure in Deep Detection Models for Fishing Trawler Video Analytics. MediaEval 2022 - [c232]Cise Midoglu, Mariana Avelino, Shri Hari Gopalakrishnan, Stefan Pham, Pål Halvorsen:
Multimedia streaming analytics: quo vadis? MHV 2022: 62-69 - [c231]Vajira Thambawita, Andrea M. Storås, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler:
MLC at HECKTOR 2022: The Effect and Importance of Training Data When Analyzing Cases of Head and Neck Tumors Using Machine Learning. HECKTOR@MICCAI 2022: 166-177 - [c230]Pegah Salehi, Syed Zohaib Hassan, Saeed Shafiee Sabet, Gunn Astrid Baugerud, Miriam Sinkerud Johnson, Pål Halvorsen, Michael A. Riegler:
Is More Realistic Better? A Comparison of Game Engine and GAN-based Avatars for Investigative Interviews of Children. ICDAR@ICMR 2022: 41-49 - [c229]Andreas Husa, Cise Midoglu, Malek Hammou, Steven Alexander Hicks, Dag Johansen, Tomas Kupka, Michael A. Riegler, Pål Halvorsen:
Automatic thumbnail selection for soccer videos using machine learning. MMSys 2022: 73-85 - [c228]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:
Njord: a fishing trawler dataset. MMSys 2022: 197-202 - [c227]Malek Hammou, Cise Midoglu, Steven Alexander Hicks, Andrea M. Storås, Saeed Shafiee Sabet, Inga Strümke, Michael A. Riegler, Pål Halvorsen:
Huldra: a framework for collecting crowdsourced feedback on multimedia assets. MMSys 2022: 203-209 - [c226]Andreas Husa, Cise Midoglu, Malek Hammou, Pål Halvorsen, Michael A. Riegler:
HOST-ATS: automatic thumbnail selection with dashboard-controlled ML pipeline and dynamic user survey. MMSys 2022: 334-340 - [c225]Andrea M. Storås, Inga Strümke, Michael A. Riegler, Pål Halvorsen:
Explainability methods for machine learning systems for multimodal medical datasets: research proposal. MMSys 2022: 347-351 - [c224]Andrea M. Storås, Michael A. Riegler, Trine B. Haugen, Vajira Thambawita, Steven Alexander Hicks, Hugo Lewi Hammer, Radhika Kakulavarapu, Pål Halvorsen, Mette H. Stensen:
Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure. NAIS 2022: 111-121 - [c223]Sushant Gautam, Cise Midoglu, Saeed Shafiee Sabet, Dinesh Baniya Kshatri, Pål Halvorsen:
Soccer Game Summarization using Audio Commentary, Metadata, and Captions. NarSUM@MM 2022: 13-22 - [c222]Myrthe Lammerse, Syed Zohaib Hassan, Saeed Shafiee Sabet, Michael Alexander Riegler, Pål Halvorsen:
Human vs. GPT-3: The challenges of extracting emotions from child responses. QoMEX 2022: 1-4 - [c221]Saeed Shafiee Sabet, Ragnhild Eg, Kjetil Raaen, Muhammad Oasim, Michael Riegler, Pål Halvorsen:
When Every Millisecond Counts: The Impact of Delay in VR Gaming. QoMEX 2022: 1-4 - [c220]Saeed Shafiee Sabet, Cise Midoglu, Syed Zohaib Hassan, Pegah Salehi, Gunn Astrid Baugerud, Carsten Griwodz, Miriam S. Johnson, Michael Alexander Riegler, Pål Halvorsen:
Comparison of Crowdsourced and Remote Subjective User Studies: A Case Study of Investigative Child Interviews. QoMEX 2022: 1-6 - [d2]Cise Midoglu, Matthias Boeker, Andreas Kjæreng Winther, Svein Arne Pettersen, Dag Johansen, Michael Riegler, Pål Halvorsen, Steven Hicks:
SoccerMon: A Large-Scale Multivariate Soccer Athlete Health, Performance, and Position Monitoring Dataset. Zenodo, 2022 - [d1]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:
VISEM-Tracking. Zenodo, 2022 - [i46]Cise Midoglu, Steven Alexander Hicks, Vajira Thambawita, Tomas Kupka, Pål Halvorsen:
MMSys'22 Grand Challenge on AI-based Video Production for Soccer. CoRR abs/2202.01031 (2022) - [i45]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:
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. CoRR abs/2202.12031 (2022) - [i44]Thu Nguyen, Thanh Nhan Phan, Van Nhuong Nguyen, Thanh-Binh Nguyen, Pål Halvorsen, Michael Riegler:
Parallel feature selection based on the trace ratio criterion. CoRR abs/2203.01635 (2022) - [i43]Steven Hicks, Andrea M. Storås, Michael Riegler, Cise Midoglu, Malek Hammou, Thomas de Lange, Sravanthi Parasa, Pål Halvorsen, Inga Strümke:
Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations. CoRR abs/2204.00617 (2022) - [i42]Andrea M. Storås, Anders Åsberg, Pål Halvorsen, Michael A. Riegler, Inga Strümke:
Predicting tacrolimus exposure in kidney transplanted patients using machine learning. CoRR abs/2205.07858 (2022) - [i41]Thu Nguyen, Hoang Thien Ly, Michael Alexander Riegler, Pål Halvorsen:
Principle Components Analysis based frameworks for efficient missing data imputation algorithms. CoRR abs/2205.15150 (2022) - [i40]Vladimir Monakhov, Vajira Thambawita, Pål Halvorsen, Michael A. Riegler:
Grid HTM: Hierarchical Temporal Memory for Anomaly Detection in Videos. CoRR abs/2205.15407 (2022) - [i39]Jan Andre Fagereng, Vajira Thambawita, Andrea M. Storås, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler:
PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps. CoRR abs/2205.15413 (2022) - [i38]Birk Torpmann-Hagen, Vajira Thambawita, Kyrre Glette, Pål Halvorsen, Michael A. Riegler:
Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation. CoRR abs/2205.15428 (2022) - [i37]Debesh Jha, Ashish Rauniyar, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Pål Halvorsen, Ulas Bagci:
Video Analytics in Elite Soccer: A Distributed Computing Perspective. CoRR abs/2206.11335 (2022) - [i36]Sidney Pontes-Filho, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele:
Towards the Neuroevolution of Low-level Artificial General Intelligence. CoRR abs/2207.13583 (2022) - [i35]Shivangi Aneja, Cise Midoglu, Duc-Tien Dang-Nguyen, Sohail Ahmed Khan, Michael Riegler, Pål Halvorsen, Chris Bregler, Balu Adsumilli:
ACM Multimedia Grand Challenge on Detecting Cheapfakes. CoRR abs/2207.14534 (2022) - [i34]Thu Nguyen, Rabindra Khadka, Nhan Phan, Anis Yazidi, Pål Halvorsen, Michael A. Riegler:
Combining datasets to increase the number of samples and improve model fitting. CoRR abs/2210.05165 (2022) - [i33]Vajira Thambawita, Andrea M. Storås, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler:
MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine Learning. CoRR abs/2211.16834 (2022) - [i32]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:
VISEM-Tracking: Human Spermatozoa Tracking Dataset. CoRR abs/2212.02842 (2022) - 2021
- [j47]Debesh Jha, Sharib Ali, Nikhil Kumar Tomar, Håvard D. Johansen, Dag Johansen, Jens Rittscher, Michael A. Riegler, Pål Halvorsen:
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning. IEEE Access 9: 40496-40510 (2021) - [j46]Olav A. Norgård Rongved, Steven Alexander Hicks, Vajira Thambawita, Håkon Kvale Stensland, Evi Zouganeli, Dag Johansen, Cise Midoglu, Michael A. Riegler, Pål Halvorsen:
Using 3D Convolutional Neural Networks for Real-time Detection of Soccer Events. Int. J. Semantic Comput. 15(2): 161-187 (2021) - [j45]Aril Bernhard Ovesen, Tor-Arne Schmidt Nordmo, Håvard Dagenborg Johansen, Michael Alexander Riegler, Pål Halvorsen, Dag Johansen:
File System Support for Privacy-Preserving Analysis and Forensics in Low-Bandwidth Edge Environments. Inf. 12(10): 430 (2021) - [j44]Joakim Olav Valand, Haris Kadragic, Steven Alexander Hicks, Vajira Lasantha Thambawita, Cise Midoglu, Tomas Kupka, Dag Johansen, Michael Alexander Riegler, Pål Halvorsen:
AI-Based Video Clipping of Soccer Events. Mach. Learn. Knowl. Extr. 3(4): 990-1008 (2021) - [j43]Olav A. Norgård Rongved, Markus Stige, Steven Alexander Hicks, Vajira Lasantha Thambawita, Cise Midoglu, Evi Zoug