Michael A. Riegler - researchr alias

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Viewing Publication 1 - 80 from 80

2024

E2Evideo: End to End Video and Image Pre-processing and Analysis ToolFaiga Alawad, Pål Halvorsen, Michael A. Riegler. mmm 2024: 258-264 [doi]

Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024Bogdan 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 0001, 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. ecir 2024: 44-52 [doi]

Correlation Visualization Under Missing Values: A Comparison Between Imputation and Direct Parameter Estimation MethodsNhat-Hao Pham, Khanh-Linh Vo, Mai-Anh Vu, Thu Nguyen, Michael A. Riegler, Pål Halvorsen, Binh T. Nguyen 0001. mmm 2024: 103-116 [doi]

Immersive Virtual Reality in Child Interview Skills Training: A Comparison of 2D and 3D EnvironmentsPegah 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. mmve 2024: 1-7 [doi]

AI-Based Cropping of Soccer Videos for Different Social Media RepresentationsMehdi Houshmand Sarkhoosh, Sayed Mohammad Majidi Dorcheh, Cise Midoglu, Saeed Shafiee Sabet, Tomas Kupka, Dag Johansen, Michael A. Riegler, Pål Halvorsen. mmm 2024: 279-287 [doi]

Efficient Estimation of Generative Models Using Tukey DepthMinh-Quan Vo, Thu Nguyen, Michael A. Riegler, Hugo Lewi Hammer. algorithms, 17(3):120, March 2024. [doi]

2023

Affect Recognition in Muscular Response SignalsMatthias Boeker, Petter Jakobsen, Michael A. Riegler, Lena Antonsen Stabell, Ole Bernt Fasmer, Pål Halvorsen, Hugo Lewi Hammer. access, 11:61914-61928, 2023. [doi]

Prediction of schizophrenia from activity data using hidden Markov model parametersMatthias Boeker, Hugo Lewi Hammer, Michael A. Riegler, Pål Halvorsen, Petter Jakobsen. nca, 35(8):5619-5630, March 2023. [doi]

Predicting Meibomian Gland Dropout and Feature Importance Analysis with Explainable Artificial IntelligenceFredrik A. Fineide, Andrea M. Storås, Michael A. Riegler, Tor Paaske Utheim. cbms 2023: 366-373 [doi]

Efficient quantile tracking using an oracleHugo Lewi Hammer, Anis Yazidi, Michael A. Riegler, Håvard Rue. apin, 53(1):289-300, 2023. [doi]

GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease DetectionDebesh 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. mlmhd 2024: 125-140 [doi]

Mask-conditioned latent diffusion for generating gastrointestinal polyp imagesRoman Machácek, Leila Mozaffari, Zahra Sepasdar, Sravanthi Parasa, Pål Halvorsen, Michael A. Riegler, Vajira Thambawita. icdar2 2023: 1-9 [doi]

GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in VideosVladimir Monakhov, Vajira Thambawita, Pål Halvorsen, Michael A. Riegler. sensors, 23(4):2087, February 2023. [doi]

Training Performance Indications for Amateur Athletes Based on Nutrition and Activity LifelogsPhuc-Thinh Nguyen, Minh-Son Dao, Michael A. Riegler, Rage Uday Kiran, Thai Thinh Dang, Duy-Dong Le, Kieu-Chinh Nguyen-Ly, Thanh-Qui Pham, Van Luong Nguyen. algorithms, 16(1):30, January 2023. [doi]

Multimedia Datasets: Challenges and Future PossibilitiesThu Nguyen, Andrea M. Storås, Vajira Thambawita, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler. mmm 2023: 711-717 [doi]

Combining datasets to improve model fittingThu Nguyen, Rabindra Khadka, Nhan Phan, Anis Yazidi, Pål Halvorsen, Michael A. Riegler. ijcnn 2023: 1-9 [doi]

Generation of Synthetic Tabular Healthcare Data Using Generative Adversarial NetworksAlireza Hossein Zadeh Nik, Michael A. Riegler, Pål Halvorsen, Andrea M. Storås. mmm 2023: 434-446 [doi]

Arctic HARE: A Machine Learning-Based System for Performance Analysis of Cross-Country SkiersTor-Arne S. Nordmo, Michael A. Riegler, Håvard D. Johansen, Dag Johansen. mmm 2023: 553-564 [doi]

ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging DatasetMichael A. Riegler, Vajira Thambawita, Ayan Chatterjee, Binh T. Nguyen 0001, Steven Alexander Hicks, Vibeke Telle-Hansen, Svein Arne Pettersen, Dag Johansen, Ramesh C. Jain, Pål Halvorsen. mmm 2023: 502-514 [doi]

Predicting Cell Cleavage Timings from Time-Lapse Videos of Human EmbryosAkriti Sharma, Ayaz Z. Ansari, Radhika Kakulavarapu, Mette H. Stensen, Michael A. Riegler, Hugo Lewi Hammer. bdcc, 7(2):91, 2023. [doi]

Man vs. AI: An in silico study of polyp detection performancePia Helen Smedsrud, Håvard Espeland, Tor Jan Derek Berstad, Andreas Petlund, Thomas de Lange, Michael A. Riegler, Pål Halvorsen. cbms 2023: 720-725 [doi]

Identifying Important Proteins in Meibomian Gland Dysfunction with Explainable Artificial IntelligenceAndrea M. Storås, Morten Magnø, Fredrik A. Fineide, Bernd Thiede, XiangJun Chen, Inga Strümke, Pål Halvorsen, Tor P. Utheim, Michael A. Riegler. cbms 2023: 204-209 [doi]

FANet: A Feedback Attention Network for Improved Biomedical Image SegmentationNikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Jens Rittscher, Pål Halvorsen, Sharib Ali. tnn, 34(11):9375-9388, November 2023. [doi]

2022

RCAD: Real-time Collaborative Anomaly Detection System for Mobile Broadband NetworksAzza H. Ahmed, Michael A. Riegler, Steven Alexander Hicks, Ahmed Elmokashfi. kdd 2022: 2682-2691 [doi]

Deep Tower Networks for Efficient Temperature Forecasting from Multiple Data SourcesSiri S. Eide, Michael A. Riegler, Hugo Hammer, John Bjørnar Bremnes. sensors, 22(7):2802, 2022. [doi]

PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polypsJan Andre Fagereng, Vajira Thambawita, Andrea M. Storås, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler. cbms 2022: 66-71 [doi]

Huldra: a framework for collecting crowdsourced feedback on multimedia assetsMalek Hammou, Cise Midoglu, Steven Alexander Hicks, Andrea M. Storås, Saeed Shafiee Sabet, Inga Strümke, Michael A. Riegler, Pål Halvorsen. gacm 2022: 203-209 [doi]

HOST-ATS: automatic thumbnail selection with dashboard-controlled ML pipeline and dynamic user surveyAndreas Husa, Cise Midoglu, Malek Hammou, Pål Halvorsen, Michael A. Riegler. gacm 2022: 334-340 [doi]

Automatic thumbnail selection for soccer videos using machine learningAndreas Husa, Cise Midoglu, Malek Hammou, Steven Alexander Hicks, Dag Johansen, Tomas Kupka, Michael A. Riegler, Pål Halvorsen. gacm 2022: 73-85 [doi]

Estimating Predictive Uncertainty in Gastrointestinal Polyp SegmentationFelicia Ly Jacobsen, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler. cbms 2022: 44-49 [doi]

Video Analytics in Elite Soccer: A Distributed Computing PerspectiveDebesh Jha, Ashish Rauniyar, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Pål Halvorsen, Ulas Bagci. ieeesam 2022: 221-225 [doi]

Meta-learning with implicit gradients in a few-shot setting for medical image segmentationRabindra Khadka, Debesh Jha, Steven Hicks, Vajira Thambawita, Michael A. Riegler, Sharib Ali, Pål Halvorsen. cbm, 143:105227, 2022. [doi]

Parallel feature selection based on the trace ratio criterionThu Nguyen, Thanh Nhan Phan, Van Nhuong Nguyen, Thanh Binh Nguyen, Pål Halvorsen, Michael A. Riegler. ijcnn 2022: 1-8 [doi]

Towards the Neuroevolution of Low-level artificial general intelligenceSidney Pontes-Filho, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele. firai, 9, 2022. [doi]

Is More Realistic Better? A Comparison of Game Engine and GAN-based Avatars for Investigative Interviews of ChildrenPegah Salehi, Syed Zohaib Hassan, Saeed Shafiee Sabet, Gunn Astrid Baugerud, Miriam Sinkerud Johnson, Pål Halvorsen, Michael A. Riegler. mir 2022: 41-49 [doi]

Synthesizing a Talking Child Avatar to Train Interviewers Working with Maltreated ChildrenPegah 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. bdcc, 6(2):62, 2022. [doi]

Detecting Human Embryo Cleavage Stages Using YOLO V5 Object Detection AlgorithmAkriti Sharma, Mette H. Stensen, Erwan Delbarre, Momin Siddiqui, Trine B. Haugen, Michael A. Riegler, Hugo Lewi Hammer. nais 2022: 81-93 [doi]

MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image SegmentationAbhishek Srivastava, Debesh Jha, Sukalpa Chanda, Umapada Pal 0001, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Sharib Ali, Pål Halvorsen. titb, 26(5):2252-2263, 2022. [doi]

Predicting Tacrolimus Exposure in Kidney Transplanted Patients Using Machine LearningAndrea M. Storås, Anders Åsberg, Pål Halvorsen, Michael A. Riegler, Inga Strümke. cbms 2022: 38-43 [doi]

Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) ProcedureAndrea M. Storås, Michael A. Riegler, Trine B. Haugen, Vajira Thambawita, Steven Alexander Hicks, Hugo Lewi Hammer, Radhika Kakulavarapu, Pål Halvorsen, Mette H. Stensen. nais 2022: 111-121 [doi]

Explainability methods for machine learning systems for multimodal medical datasets: research proposalAndrea M. Storås, Inga Strümke, Michael A. Riegler, Pål Halvorsen. gacm 2022: 347-351 [doi]

Artificial Intelligence for Colonoscopy: Past, Present, and FutureWallapak Tavanapong, Jung-Hwan Oh 0001, Michael A. Riegler, Mohammed Khaleel, Bhuvan Mittal, Piet C. de Groen. titb, 26(8):3950-3965, 2022. [doi]

MLC at HECKTOR 2022: The Effect and Importance of Training Data When Analyzing Cases of Head and Neck Tumors Using Machine LearningVajira Thambawita, Andrea M. Storås, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler. miccai 2023: 166-177 [doi]

2021

Multimodal Virtual Avatars for Investigative Interviews with ChildrenGunn Astrid Baugerud, Miriam S. Johnson, Ragnhild Klingenberg Røed, Michael E. Lamb, Martine Powell, Vajira Thambawita, Steven Alexander Hicks, Pegah Salehi, Syed Zohaib Hassan, Pål Halvorsen, Michael A. Riegler. mir 2021: 2-8 [doi]

Diagnosing Schizophrenia from Activity Records using Hidden Markov Model ParametersMatthias Boeker, Michael A. Riegler, Hugo Lewi Hammer, Pål Halvorsen, Ole Bernt Fasmer, Petter Jakobsen. cbms 2021: 432-437 [doi]

Temperature Forecasting using Tower NetworksSiri S. Eide, Michael A. Riegler, Hugo Lewi Hammer, John Bjørnar Bremnes. mir 2021: 18-23 [doi]

HTAD: A Home-Tasks Activities Dataset with Wrist-Accelerometer and Audio FeaturesEnrique Garcia-Ceja, Vajira Thambawita, Steven Alexander Hicks, Debesh Jha, Petter Jakobsen, Hugo Lewi Hammer, Pål Halvorsen, Michael A. Riegler. mmm 2021: 196-205 [doi]

A self-learning teacher-student framework for gastrointestinal image classificationHenrik L. Gjestang, Steven Alexander Hicks, Vajira Thambawita, Pål Halvorsen, Michael A. Riegler. cbms 2021: 539-544 [doi]

NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and ColonoscopyDebesh Jha, Nikhil Kumar Tomar, Sharib Ali, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Thomas de Lange, Pål Halvorsen. cbms 2021: 37-43 [doi]

Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in LaparoscopyDebesh Jha, Sharib Ali, Nikhil Kumar Tomar, Michael A. Riegler, Dag Johansen, Håvard D. Johansen, Pål Halvorsen. bhi 2021: 1-4 [doi]

Kvasir-Instrument: Diagnostic and Therapeutic Tool Segmentation Dataset in Gastrointestinal EndoscopyDebesh 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. mmm 2021: 218-229 [doi]

A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time AugmentationDebesh Jha, Pia H. Smedsrud, Dag Johansen, Thomas de Lange, Håvard D. Johansen, Pål Halvorsen, Michael A. Riegler. titb, 25(6):2029-2040, 2021. [doi]

Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep LearningDebesh Jha, Sharib Ali, Nikhil Kumar Tomar, Håvard D. Johansen, Dag Johansen, Jens Rittscher, Michael A. Riegler, Pål Halvorsen. access, 9:40496-40510, 2021. [doi]

Unraveling the Impact of Land Cover Changes on Climate Using Machine Learning and Explainable Artificial IntelligenceAnastasiia Kolevatova, Michael A. Riegler, Francesco Cherubini, Xiangping Hu, Hugo Lewi Hammer. bdcc, 5(4):55, 2021. [doi]

Pyramidal Segmentation of Medical Images using Adversarial TrainingEspen Naess, Vajira Thambawita, Steven Alexander Hicks, Michael A. Riegler, Pål Halvorsen. mir 2021: 33-38 [doi]

Dutkat: A Multimedia System for Catching Illegal Catchers in a Privacy-Preserving MannerTor-Arne S. Nordmo, Aril B. Ovesen, Håvard D. Johansen, Michael A. Riegler, Pål Halvorsen, Dag Johansen. mir 2021: 57-61 [doi]

Using 3D Convolutional Neural Networks for Real-time Detection of Soccer EventsOlav A. Norgård Rongved, Steven Alexander Hicks, Vajira Thambawita, Håkon Kvale Stensland, Evi Zouganeli, Dag Johansen, Cise Midoglu, Michael A. Riegler, Pål Halvorsen. ijsc, 15(2):161-187, 2021. [doi]

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challengeTobias Roß, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mindroc Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen, Pheng-Ann Heng, Enes Hosgor, Zeng-Guang Hou, Fabian Isensee, Debesh Jha, Tingting Jiang, Yueming Jin, Kadir Kirtaç, Sabrina Kletz, Stefan Leger, Zhixuan Li, Klaus H. Maier-Hein, Zhen-Liang Ni, Michael A. Riegler, Klaus Schoeffmann, Ruohua Shi, Stefanie Speidel, Michael Stenzel, Isabell Twick, Gutai Wang, Jiacheng Wang, Liansheng Wang, Lu Wang, Yujie Zhang, Yan-Jie Zhou, Lei Zhu 0003, Manuel Wiesenfarth, Annette Kopp-Schneider, Beat P. Müller-Stich, Lena Maier-Hein. mia, 70:101920, 2021. [doi]

Prediction of Cloud Fractional Cover Using Machine LearningHanna Svennevik, Michael A. Riegler, Steven Hicks, Trude Storelvmo, Hugo Lewi Hammer. bdcc, 5(4):62, 2021. [doi]

Medical Image Segmentation by Network EnsembleVajira Thambawita, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler. isbi 2021: 27-38 [doi]

Automated Clipping of Soccer Events using Machine LearningJoakim O. Valand, Haris Kadragic, Steven Hicks, Vajira Thambawita, Cise Midoglu, Tomas Kupka, Dag Johansen, Michael A. Riegler, Pål Halvorsen. ism 2021: 210-214 [doi]

2020

ACM Multimedia BioMedia 2020 Grand Challenge OverviewSteven Alexander Hicks, Vajira Thambawita, Hugo Lewi Hammer, Trine B. Haugen, Jorunn M. Andersen, Oliwia Witczak, Pål Halvorsen, Michael A. Riegler. mm 2020: 4655-4658 [doi]

The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for EndoscopySteven Alexander Hicks, Debesh Jha, Vajira Thambawita, Pål Halvorsen, Hugo Lewi Hammer, Michael A. Riegler. icpr 2021: 263-274 [doi]

Kvasir-SEG: A Segmented Polyp DatasetDebesh Jha, Pia H. Smedsrud, Michael A. Riegler, Pål Halvorsen, Thomas de Lange, Dag Johansen, Håvard D. Johansen. mmm 2020: 451-462 [doi]

Medico Multimedia Task at MediaEval 2020: Automatic Polyp SegmentationDebesh Jha, Steven Hicks, Krister Emanuelsen, Håvard D. Johansen, Dag Johansen, Thomas de Lange, Michael A. Riegler, Pål Halvorsen. mediaeval 2021: [doi]

DoubleU-Net: A Deep Convolutional Neural Network for Medical Image SegmentationDebesh Jha, Michael A. Riegler, Dag Johansen, Pål Halvorsen, Håvard D. Johansen. cbms 2020: 558-564 [doi]

LightLayers: Parameter Efficient Dense and Convolutional Layers for Image ClassificationDebesh Jha, Anis Yazidi, Michael A. Riegler, Dag Johansen, Håvard D. Johansen, Pål Halvorsen. pdcat 2021: 285-296 [doi]

Scalable Infrastructure for Efficient Real-Time Sports AnalyticsHåvard D. Johansen, Dag Johansen, Tomas Kupka, Michael A. Riegler, Pål Halvorsen. icmi 2020: 230-234 [doi]

Vid2Pix - A Framework for Generating High-Quality Synthetic VideosOda Olsen Nedrejord, Vajira Thambawita, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler. ism 2020: 25-26 [doi]

Real-Time Detection of Events in Soccer Videos using 3D Convolutional Neural NetworksOlav A. Norgård Rongved, Steven Alexander Hicks, Vajira Thambawita, Håkon Kvale Stensland, Evi Zouganeli, Dag Johansen, Michael A. Riegler, Pål Halvorsen. ism 2020: 135-144 [doi]

Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise FocusVajira Thambawita, Steven Hicks, Pål Halvorsen, Michael A. Riegler. mediaeval 2021: [doi]

An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning Applied to Gastrointestinal Tract Abnormality ClassificationVajira Thambawita, Debesh Jha, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen, Pål Halvorsen, Michael A. Riegler. health, 1(3), 2020. [doi]

DDANet: Dual Decoder Attention Network for Automatic Polyp SegmentationNikhil Kumar Tomar, Debesh Jha, Sharib Ali, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Pål Halvorsen. icpr 2021: 307-314 [doi]

2019

2016

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overviewHugo Jair Escalante, Víctor Ponce-López, Jun Wan 0012, Michael A. Riegler, Baiyu Chen, Albert Clapés, Sergio Escalera, Isabelle Guyon, Xavier Baró, Pål Halvorsen, Henning Müller, Martha Larson. icpr 2016: 67-73 [doi]

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