Michael Riegler

D. Jha, V. Sharma, D. Banik, D. Bhattacharya, K. Roy, S. Hicks, N. K. Tomar, V. Thambawita, A. Krenzer, G. Ji, S. Poudel, G. Batchkala, S. Alam, A. M. Ahmed, Q. Trinh, Z. Khan, T. Nguyen, S. Shrestha, S. Nathan, J. Gwak, R. K. Jha, Z. Zhang, A. Schlaefer, D. Bhattacharjee, M. Bhuyan, P. K. Das, D. Fan, S. Parasa, S. Ali, M. Riegler, P. Halvorsen, T. de Lange and U. Bagci

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

Medical Image Analysis

A. Storås, S. Mæland, J. Isaksen, S. Hicks, V. Thambawita, C. Graff, H. L. Hammer, P. Halvorsen, M. Riegler and J. Kanters

Evaluating gradient-based explanation methods for neural network ECG analysis using heatmaps

JAMIA

M. H. Sarkhoosh, S. M. M. Dorcheh, C. Midoglu, S. S. Sabet, T. Kupka, D. Johansen, M. Riegler and P. Halvorsen

AI-Based Cropping of Ice Hockey Videos for Different Social Media Representations

IEEE Access

P. Salehi, S. Z. Hassan, G. A. Baugerud, M. Powell, C. L. Cano, M. S. Johnson, R. K. Røed, D. Johansen, S. S. Sabet, M. Riegler and P. Halvorsen

A theoretical and empirical analysis of 2D and 3D Virtual Environments in Training for Child Interview Skills

IEEE Access

N. Papachrysos, P. H. Smedsrud, K. V. Ånonsen, T. J. D. Berstad, H. Espeland, A. Petlund, P. Hedenström, P. Halvorsen, J. Varkey, H. L. Hammer, M. Riegler and T. de Lange

A comparative study benchmarking colon polyp detection with CADe software

Endoscopy

T. L. Vo, Q. H. Do, T. Nguyen, P. Halvorsen, M. Riegler and B. T. Nguyen

The Effects of Data Imputation on Covariance and Inverse Covariance Matrix Estimation

IEEE Access

T. L. Vo, Q. H. Do, T. Nguyen, P. Halvorsen, M. Riegler and B. T. Nguyen

The Effects of Data Imputation on Covariance and Inverse Covariance Matrix Estimation

IEEE Access

B. Torpmann-Hagen, M. Riegler, P. Halvorsen and D. Johansen

A Robust Framework for Distributional Shift Detection Under Sample-Bias

IEEE Access

A. Chatterjee, M. W. Gerdes, A. Prinz, M. Riegler and S. G. Martinez

Semantic representation and comparative analysis of physical activity sensor observations using MOX2-5 sensor in real and synthetic datasets: a proof-of-concept-study

Scientific Reports

S. Hicks, A. Storås, M. Riegler, C. Midoglu, M. Hammou, T. de Lange, S. Parasa, P. Halvorsen and I. Strümke

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

PLOS One

G. A. Baugerud, M. S. Johnson, R. Dianiska, R. K. Røed, M. Powell, M. E. Lamb, S. Z. Hassan, S. S. Sabet, S. Hicks, P. Salehi, M. Riegler, P. Halvorsen and J. Quas

Using an AI-based avatar for interviewer training at Children’s Advocacy Centers: Proof of Concept

Child Maltreatment

L. Maier-Hein, A. Reinke, P. Godau, M. D. Tizabi, F. Buettner, E. Christodoulou, B. Glocker, F. Isensee, J. Kleesiek, M. Kozubek, M. Reyes, M. Riegler and e. al.

Metrics reloaded: Pitfalls and recommendations for biomedical image analysis validation

Nature Methods

A. Reinke, M. Riegler and e. al.

Understanding metric-related pitfalls in image analysis validation

Nature Methods

C. Midoglu, A. K. Winther, M. Boeker, S. D. Pettersen, S. Pedersen, N. Ragab, T. Kupka, S. Hicks, M. B. Randers, R. Jain, H. J. Dagenborg, S. Pettersen, D. Johansen, M. Riegler and P. Halvorsen

A large-scale multivariate soccer athlete health, performance, and position monitoring dataset

Scientific Data (Sci Data)

S. M. M. Dorcheh, M. H. Sarkhoosh, C. Midoglu, S. S. Sabet, T. Kupka, D. Johansen, M. Riegler and P. Halvorsen

AI-Based Cropping of Sport Videos using SmartCrop

International Journal of Semantic Computing (IJSC)

H. Svennevik, S. Hicks, M. Riegler, T. Storelvmo and H. L. Hammer

A dataset for predicting cloud cover over Europe

Scientific Data

M. Vo, T. Nguyen, M. Riegler and H. L. Hammer

Efficient Estimation of Generative Models Using Tukey Depth

Algorithms

S. Ali, N. Ghatwary, D. Jha, E. Isik-Polat, G. Polat, C. Yang, W. Li, A. Galdran, M. G. Ballester, V. Thambawita, S. Hicks, S. Poudel, S. Lee, Z. Jin, T. Gan, C. Yu, J. Yan, D. Yeo, H. Lee, N. KumarTomar, M. Haithami, A. Ahmed, M. Riegler, C. Daul, P. Halvorsen, J. Rittscher, O. E. Salem, D. Lamarque, R. Cannizzaro, S. Realdon, T. de Lange and J. E. East

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

Scientific Reports

A. Reinke, M. Riegler and e. al.

Understanding metric-related pitfalls in image analysis validation

arXiv

P. Salehi, S. Z. Hassan, G. A. Baugerud, M. Powell, C. L. Cano, M. S. Johnson, R. K. Røed, D. Johansen, S. S. Sabet, M. Riegler and P. Halvorsen

Immersive Virtual Reality in Child Interview Skills Training: A Comparison of 2D and 3D Environments

Proceedings of the 16th International Workshop on Immersive Mixed and Virtual Environment Systems

M. H. Sarkhoosh, S. M. M. Dorcheh, C. Midoglu, S. S. Sabet, T. Kupka, D. Johansen, M. Riegler and P. Halvorsen

AI-Based Cropping of Soccer Videos for Different Social Media Representations

International Conference on Multimedia Modeling (MMM 2024)

A. Sharma, F. Alawad, R. Kakulavarapu, M. Iliceto, M. Riegler, M. Stensen and H. L. Hammer

Exploring Embryo Development at the Morula Stage-an AI-based Approach to Determine Whether to Use or Discard an Embryo

2024 4th International Conference on Applied Artificial Intelligence (ICAPAI)

A. B. Ovesen, T. S. Nordmo, M. Riegler, P. Halvorsen and D. Johansen

Sustainable Commercial Fishery Control Using Multimedia Forensics Data from Non-trusted, Mobile Edge Nodes

International Conference on Multimedia Modeling (MMM)

E. J. Kassab, H. M. Solberg, S. Gautam, S. S. Sabet, T. Torjusen, M. Riegler, P. Halvorsen and C. Midoglu

TACDEC: Dataset of Tackle Events in Soccer Game Videos

MMSys '24: Proceedings of the 15th ACM Multimedia Systems Conference

S. Hicks, A. Storås, P. Halvorsen, M. Riegler and V. Thambawita

Overview of ImageCLEFmedical 2024 – Medical Visual Question Answering for Gastrointestinal Tract

CLEF 2024 Conference and Labs of the Evaluation Forum

S. Gautam, A. Storås, C. Midoglu, S. Hicks, V. Thambawita, P. Halvorsen and M. Riegler

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

VLM4Bio'24: Proceedings of the First International Workshop on Vision-Language Models for Biomedical Applications

Z. Sepasdar, S. Gautam, C. Midoglu, M. Riegler and P. Halvorsen

Soccer-GraphRAG: Applications of GraphRAG in Soccer

Advances on Graph-Based Approaches in Information Retrieval

L. Knutsen, J. E. Hannay and M. Riegler

Artificial Intelligence in the Public Sector -- An Agenda for Responsible Innovation through Learning

International Workshop on Software-intensive Business

F. Alawad, P. Halvorsen and M. Riegler

E2Evideo: End to End Video and Image Pre-processing and Analysis Tool

30th International Conference on Multimedia Modeling

C. Midoglu, M. Hammou, A. Sharifi, L. Xing, M. Hasan, A. Storås, S. S. Sabet, S. Hicks, I. Strümke, M. Riegler, C. Griwodz and P. Halvorsen

Experiences and Lessons Learned from a Crowdsourced-Remote Hybrid User Survey Framework for Multimedia Evaluation

Encyclopedia with Semantic Computing and Robotic Intelligence

A. Chatterjee, A. Prinz, M. Riegler and J. Das

A systematic review and knowledge mapping on ICT-based remote and automatic COVID-19 patient monitoring and care

BMC Health Services Research

A. Chatterjee, A. Prinz, M. Riegler and Y. K. Meena

An automatic and personalized recommendation modelling in activity eCoaching with deep learning and ontology

Scientific Reports

A. Chatterjee, N. Pahari, A. Prinz and M. Riegler

AI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach

BMC Medical Informatics and Decision Making

A. Storås, F. Fineide, M. S. Magnø, B. Thiede, X. Chen, I. Strümke, P. Halvorsen, H. Galtung, J. Jensen, T. P. Utheim and M. Riegler

Using machine learning model explanations to identify proteins related to severity of meibomian gland dysfunction

Scientific Reports

A. A. Outa, S. Hicks, V. Thambawita, S. Andresen, J. M. Enserink, P. Halvorsen, M. Riegler and H. Knævelsrud

CELLULAR, A Cell Autophagy Imaging Dataset

Scientific Data

H. B. Trine, O. Witczak, S. Hicks, L. Bjørndal, J. M. Andersen and M. Riegler

Sperm motility assessed by deep convolutional neural networks into WHO categories

Scientific Reports

A. Reinke and M. Riegler

Metrics Reloaded

Neurips Medical 2023

T. S. Nordmo, A. B. Ovesen, H. Johansen, D. Johansen and M. Riegler

NjordVid: A Fishing Trawler Video Analytics Task

MediaEval’22: Multimedia Evaluation Workshop

S. M. M. Dorcheh, M. H. Sarkhoosh, C. Midoglu, S. S. Sabet, T. Kupka, M. Riegler, D. Johansen and P. Halvorsen

SmartCrop: AI-Based Cropping of Soccer Videos

25th IEEE International Symposium on Multimedia (ISM 2023)

B. Ionescu, M. Riegler, P. Halvorsen, S. Hicks, V. Thambawita, A. Storås and e. al.

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

Advances in Information Retrieval. ECIR 2023

G. Habault, M. Dao, M. Riegler, D. T. D. Nguyen, Y. Nakashima and C. Gurrin

ICDAR’23: Intelligent Cross-Data Analysis and Retrieval

ICMR '23: Proceedings of the 2023 ACM International Conference on Multimedia Retrieval

T. S. Nordmo, M. Riegler, H. Johansen and D. Johansen

Arctic HARE: A Machine Learning-Based System for Performance Analysis of Cross-Country Skiers

MultiMedia Modeling. MMM 2023

D. Jha, V. Sharma, N. Dasu, N. K. Tomar, S. Hicks, M. K. Bhuyan, P. K. Das, M. Riegler, P. Halvorsen, U. Bagci and T. de Lange

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

Proc. of Workshop on Machine Learning for Multimodal Healthcare Data (ML4MHD)

T. S. Nordmo, A. B. Ovesen, H. Johansen, P. Halvorsen, M. Riegler and D. Johansen

Fishing Trawler Event Detection: An Important Step Towards Digitization of Sustainable Fishing

2023 3rd International Conference on Applied Artificial Intelligence (ICAPAI)

T. S. Nordmo, M. M. Espeseth, B. A. Juliussen, M. Riegler and D. Johansen

Detection of Commercial Fishing-related Slipping Events using Multimodal Data

2022 IEEE International Symposium on Multimedia (ISM)

B. Torpmann-Hagen, P. Halvorsen, M. Riegler and D. Johansen

Addressing Generalization Failure in Deep Detection Models for Fishing Trawler Video Analytics

MediaEval’22: Multimedia Evaluation Workshop

M. Riegler, M. Lepperød and L. Røstad

Norge som fanebærer for etikk i en uforutsigbar framtid

O. Lysne and M. Riegler

Vil Sam Altman ha tilgang til dataene våre?

D. Dang-Nguyen, S. Khan, C. Midoglu, M. Riegler, P. Halvorsen and M. Dao

Grand Challenge On Detecting Cheapfakes

A. Chatterjee, N. Pahari, A. Prinz and M. Riegler

Machine learning and ontology in eCoaching for personalized activity level monitoring and recommendation generation

Scientific Reports, Nature