Michael Riegler
Orcid: 0000-0002-3153-2064Affiliations:
- Simula Metropolitan Center for Digital Engineering
- University of Tromsø, Norway
- Kristiania University College, Oslo, Norway (former)
- University of Oslo, Norway (PhD 2015)
- Delft University of Technology, The Netherlands (former)
According to our database1,
Michael Riegler
authored at least 286 papers
between 2013 and 2024.
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Bibliography
2024
Advancing sleep detection by modelling weak label sets: A novel weakly supervised learning approach.
CoRR, 2024
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, 2024
Proceedings of the 15th ACM Multimedia Systems Conference, 2024
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024
Correlation Visualization Under Missing Values: A Comparison Between Imputation and Direct Parameter Estimation Methods.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024
Sustainable Commercial Fishery Control Using Multimedia Forensics Data from Non-trusted, Mobile Edge Nodes.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024
Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024.
Proceedings of the Advances in Information Retrieval, 2024
2023
AI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach.
BMC Medical Informatics Decis. Mak., December, 2023
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Neural Comput. Appl., March, 2023
Sensors, February, 2023
Training Performance Indications for Amateur Athletes Based on Nutrition and Activity Lifelogs.
Algorithms, January, 2023
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges.
CoRR, 2023
Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction.
CoRR, 2023
Big Data Cogn. Comput., 2023
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023
Arctic HARE: A Machine Learning-Based System for Performance Analysis of Cross-Country Skiers.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023
Generation of Synthetic Tabular Healthcare Data Using Generative Adversarial Networks.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection.
Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023
Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023
Proceedings of the IEEE International Symposium on Multimedia, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, 2023
ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications.
Proceedings of the Advances in Information Retrieval, 2023
Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023
Overview of ImageCLEFmedical 2023 - Medical Visual Question Answering for Gastrointestinal Tract.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
Identifying Important Proteins in Meibomian Gland Dysfunction with Explainable Artificial Intelligence.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Predicting Meibomian Gland Dropout and Feature Importance Analysis with Explainable Artificial Intelligence.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
IEEE J. Biomed. Health Informatics, 2022
Deep Tower Networks for Efficient Temperature Forecasting from Multiple Data Sources.
Sensors, 2022
Frontiers Robotics AI, 2022
CoRR, 2022
CoRR, 2022
Principle Components Analysis based frameworks for efficient missing data imputation algorithms.
CoRR, 2022
Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations.
CoRR, 2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.
CoRR, 2022
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation.
Comput. Biol. Medicine, 2022
Synthesizing a Talking Child Avatar to Train Interviewers Working with Maltreated Children.
Big Data Cogn. Comput., 2022
LSTM Step Prediction and Ontology-Based Recommendation Generation in Activity eCoaching.
Proceedings of the 18th International Conference on Wireless and Mobile Computing, 2022
Comparison of Crowdsourced and Remote Subjective User Studies: A Case Study of Investigative Child Interviews.
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022
Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure.
Proceedings of the Nordic Artificial Intelligence Research and Development, 2022
Proceedings of the Nordic Artificial Intelligence Research and Development, 2022
Explainability methods for machine learning systems for multimodal medical datasets: research proposal.
Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022
Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022
HOST-ATS: automatic thumbnail selection with dashboard-controlled ML pipeline and dynamic user survey.
Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022
Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022
Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022
Is More Realistic Better? A Comparison of Game Engine and GAN-based Avatars for Investigative Interviews of Children.
Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022
MLC at HECKTOR 2022: The Effect and Importance of Training Data When Analyzing Cases of Head and Neck Tumors Using Machine Learning.
Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2022
Prediction Modeling in Activity eCoaching for Tailored Recommendation Generation: A Conceptualization.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022
Addressing Generalization Failure in Deep Detection Models for Fishing Trawler Video Analytics.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022
RCAD: Real-time Collaborative Anomaly Detection System for Mobile Broadband Networks.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation.
Proceedings of the IEEE International Symposium on Multimedia, 2022
Proceedings of the IEEE International Symposium on Multimedia, 2022
Experiences and Lessons Learned from a Crowdsourced-Remote Hybrid User Survey Framework.
Proceedings of the IEEE International Symposium on Multimedia, 2022
A Comparative Study of Interactive Environments for Investigative Interview of A Virtual Child Avatar.
Proceedings of the IEEE International Symposium on Multimedia, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022
Predicting Tacrolimus Exposure in Kidney Transplanted Patients Using Machine Learning.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022
2021
A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation.
IEEE J. Biomed. Health Informatics, 2021
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge.
Medical Image Anal., 2021
A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging.
Medical Image Anal., 2021
Automated Event Detection and Classification in Soccer: The Potential of Using Multiple Modalities.
Mach. Learn. Knowl. Extr., 2021
File System Support for Privacy-Preserving Analysis and Forensics in Low-Bandwidth Edge Environments.
Inf., 2021
Int. J. Semantic Comput., 2021
CoRR, 2021
CoRR, 2021
Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy.
CoRR, 2021
CoRR, 2021
PolypGen: A multi-center polyp detection and segmentation dataset for generalisability assessment.
CoRR, 2021
Few-shot segmentation of medical images based on meta-learning with implicit gradients.
CoRR, 2021
Comput. Networks, 2021
Big Data Cogn. Comput., 2021
Unraveling the Impact of Land Cover Changes on Climate Using Machine Learning and Explainable Artificial Intelligence.
Big Data Cogn. Comput., 2021
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning.
IEEE Access, 2021
Kvasir-Instrument: Diagnostic and Therapeutic Tool Segmentation Dataset in Gastrointestinal Endoscopy.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021
Dutkat: A Multimedia System for Catching Illegal Catchers in a Privacy-Preserving Manner.
Proceedings of the ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, 2021
Proceedings of the ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, 2021
Proceedings of the ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, 2021
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021
Proceedings of the ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, 2021
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
Medico Multimedia Task at MediaEval 2021: Transparency in Medical Image Segmentation.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
Proceedings of the IEEE International Symposium on Multimedia, 2021
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
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation.
User Model. User Adapt. Interact., 2020
Human Activity Recognition from Multiple Sensors Data Using Multi-fusion Representations and CNNs.
ACM Trans. Multim. Comput. Commun. Appl., 2020
A Genetic Attack Against Machine Learning Classifiers to Steal Biometric Actigraphy Profiles from Health Related Sensor Data.
J. Medical Syst., 2020
An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning Applied to Gastrointestinal Tract Abnormality Classification.
ACM Trans. Comput. Heal., 2020
Long Short Term Memory Networks for Bandwidth Forecasting in Mobile Broadband Networks under Mobility.
CoRR, 2020
Real-Time Polyp Detection, Localisation and Segmentation in Colonoscopy Using Deep Learning.
CoRR, 2020
Flexible device compositions and dynamic resource sharing in PCIe interconnected clusters using Device Lending.
Clust. Comput., 2020
LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification.
Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2020
Proceedings of the 12th ACM International Workshop on Immersive Mixed and Virtual Environment Systems, 2020
Proceedings of the 11th ACM Multimedia Systems Conference, 2020
Toadstool: a dataset for training emotional intelligent machines playing Super Mario Bros.
Proceedings of the 11th ACM Multimedia Systems Conference, 2020
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Reproducibility Companion Paper: Selective Deep Convolutional Features for Image Retrieval.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020
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.
Proceedings of the IEEE International Symposium on Multimedia, 2020
Proceedings of the IEEE International Symposium on Multimedia, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications.
Proceedings of the Advances in Information Retrieval, 2020
Overview of ImageCLEF Lifelog 2020: Lifelog Moment Retrieval and Sport Performance Lifelog.
Proceedings of the Working Notes of CLEF 2020, 2020
Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data.
Proceedings of the Working Notes of CLEF 2020, 2020
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020
2019
Automatic detection of passable roads after floods in remote sensed and social media data.
Signal Process. Image Commun., 2019
Multim. Tools Appl., 2019
Multim. Tools Appl., 2019
Int. J. Semantic Comput., 2019
Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction.
CoRR, 2019
Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satellite Sequences.
CoRR, 2019
CoRR, 2019
Estimating Downlink Throughput from End-user Measurements in Mobile Broadband Networks.
Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019
Summarizing E-sports matches and tournaments: the example of counter-strike: global offensive.
Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, 2019
Proceedings of the 10th ACM Multimedia Systems Conference, 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
One-Dimensional Convolutional Neural Networks on Motor Activity Measurements in Detection of Depression.
Proceedings of the 4th International Workshop on Multimedia for Personal Health & Health Care, 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Extracting Temporal Features into a Spatial Domain Using Autoencoders for Sperm Video Analysis.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Stacked Dense Optical Flows and Dropout Layers to Predict Sperm Motility and Morphology.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Predicting Sperm Motility and Morphology Using Deep Learning and Handcrafted Features.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Multi-Modal Machine Learning for Floods Detection in News, Social Media and Satellite Sequences.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Unsupervised preprocessing to improve generalisation for medical image classification.
Proceedings of the 13th International Symposium on Medical Information and Communication Technology, 2019
Automatic Hyperparameter Optimization for Transfer Learning on Medical Image Datasets Using Bayesian Optimization.
Proceedings of the 13th International Symposium on Medical Information and Communication Technology, 2019
Proceedings of the IEEE International Symposium on Multimedia, 2019
A Web-Based Software for Training and Quality Assessment in the Image Analysis Workflow for Cardiac T1 Mapping MRI.
Proceedings of the IEEE International Symposium on Multimedia, 2019
Fusion of Multiple Representations Extracted from a Single Sensor's Data for Activity Recognition Using CNNs.
Proceedings of the International Joint Conference on Neural Networks, 2019
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications.
Proceedings of the Advances in Information Retrieval, 2019
LIFER 2.0: Discovering Personal Lifelog Insights using an Interactive Lifelog Retrieval System.
Proceedings of the Working Notes of CLEF 2019, 2019
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019
Overview of ImageCLEFlifelog 2019: Solve My Life Puzzle and Lifelog Moment Retrieval.
Proceedings of the Working Notes of CLEF 2019, 2019
Performance of Data Enhancements and Training Optimization for Neural Network: A Polyp Detection Case Study.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Predicting Peek Readiness-to-Train of Soccer Players Using Long Short-Term Memory Recurrent Neural Networks.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
Heart Rate Prediction from Head Movement during Virtual Reality Treatment for Social Anxiety.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
Saga: An Open Source Platform for Training Machine Learning Models and Community-driven Sharing of Techniques.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019
2018
Pervasive Mob. Comput., 2018
Multimodal analysis of user behavior and browsed content under different image search intents.
Int. J. Multim. Inf. Retr., 2018
Comput. Vis. Image Underst., 2018
Proceedings of the 9th ACM Multimedia Systems Conference, 2018
Proceedings of the 9th ACM Multimedia Systems Conference, 2018
Comprehensible reasoning and automated reporting of medical examinations based on deep learning analysis.
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.
Proceedings of the 9th ACM Multimedia Systems Conference, 2018
Depresjon: a motor activity database of depression episodes in unipolar and bipolar patients.
Proceedings of the 9th ACM Multimedia Systems Conference, 2018
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018
The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract Using Global Features and Deep Learning.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Transfer Learning with Prioritized Classification and Training Dataset Equalization for Medical Objects Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Automatic Hyperparameter Optimization in Keras for the MediaEval 2018 Medico Multimedia Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018
Tradeoffs Using Binary and Multiclass Neural Network Classification for Medical Multidisease Detection.
Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018
An Interactive Lifelog Retrieval System for Activities of Daily Living Understanding.
Proceedings of the Working Notes of CLEF 2018, 2018
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018
Overview of ImageCLEFlifelog 2018: Daily Living Understanding and Lifelog Moment Retrieval.
Proceedings of the Working Notes of CLEF 2018, 2018
Deep Learning and Hand-Crafted Feature Based Approaches for Polyp Detection in Medical Videos.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Dissecting Deep Neural Networks for Better Medical Image Classification and Classification Understanding.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Deep learning and handcrafted feature based approaches for automatic detection of angiectasia.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
Proceedings of the MediaSync, Handbook on Multimedia Synchronization., 2018
2017
From Annotation to Computer-Aided Diagnosis: Detailed Evaluation of a Medical Multimedia System.
ACM Trans. Multim. Comput. Commun. Appl., 2017
Efficient disease detection in gastrointestinal videos - global features versus neural networks.
Multim. Tools Appl., 2017
The same, only different: Contrasting mobile operator behavior from crowdsourced dataset.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017
Proceedings of the 8th ACM on Multimedia Systems Conference, 2017
KVASIR: A Multi-Class Image Dataset for Computer Aided Gastrointestinal Disease Detection.
Proceedings of the 8th ACM on Multimedia Systems Conference, 2017
Proceedings of the 8th ACM on Multimedia Systems Conference, 2017
Finding Equilibrium for Gym Ownership Distribution Based on Game Dynamics in Pokémon Go.
Proceedings of the 9th Workshop on Massively Multiuser Virtual Environments, 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Multimodal Analysis of Image Search Intent: Intent Recognition in Image Search from User Behavior and Visual Content.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
ClusterTag: Interactive Visualization, Clustering and Tagging Tool for Big Image Collections.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017
A Comparison of Deep Learning with Global Features for Gastrointestinal Disease Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Organizer Team at ImageCLEFlifelog 2017: Baseline Approaches for Lifelog Retrieval and Summarization.
Proceedings of the Working Notes of CLEF 2017, 2017
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017
Proceedings of the Working Notes of CLEF 2017, 2017
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017
JORD: A System for Collecting Information and Monitoring Natural Disasters by Linking Social Media with Satellite Imagery.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017
2016
IEEE Trans. Multim., 2016
Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video, 2016
Proceedings of the 7th International Conference on Multimedia Systems, 2016
Right inflight?: a dataset for exploring the automatic prediction of movies suitable for a watching situation.
Proceedings of the 7th International Conference on Multimedia Systems, 2016
Proceedings of the 7th International Conference on Multimedia Systems, 2016
Efficient processing of videos in a multi-auditory environment using device lending of GPUs.
Proceedings of the 7th International Conference on Multimedia Systems, 2016
Proceedings of the 7th International Conference on Multimedia Systems, 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
The MediaEval 2016 Context of Experience Task: Recommending Videos Suiting a Watching Situation.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016
Explorative hyperbolic-tree-based clustering tool for unsupervised knowledge discovery.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016
Crowdsourcing as self-fulfilling prophecy: Influence of discarding workers in subjective assessment tasks.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016
2015
Exploitation of producer intent in relation to bandwidth and QoE for online video streaming services.
Proceedings of the 25th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2015
Proceedings of the 6th ACM Multimedia Systems Conference, 2015
Proceedings of the 2nd ACM International Workshop on Human-centered Event Understanding from Multimedia, 2015
Proceedings of the Fourth International Workshop on Crowdsourcing for Multimedia, 2015
Introduction to a Task on Context of Experience: Recommending Videos Suiting a Watching Situation.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015
Proceedings of the Second International Workshop on Gamification for Information Retrieval co-located with the 37th European Conference on Information Retrieval (ECIR 2015), 2015
Proceedings of the Second International Workshop on Gamification for Information Retrieval co-located with the 37th European Conference on Information Retrieval (ECIR 2015), 2015
Proceedings of the Second International Workshop on Gamification for Information Retrieval co-located with the 37th European Conference on Information Retrieval (ECIR 2015), 2015
2014
Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014
Proceedings of the Multimedia Systems Conference 2014, 2014
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
How 'How' Reflects What's What: Content-based Exploitation of How Users Frame Social Images.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014
Proceedings of the 1st ACM International Workshop on Human Centered Event Understanding from Multimedia, 2014
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014
Proceedings of the International Conference on Multimedia Retrieval, 2014
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014
Proceedings of the First International Workshop on Gamification for Information Retrieval, 2014
2013
Proceedings of the Multimedia Systems Conference 2013, 2013
Frame the Crowd: Global Visual Features Labeling boosted with Crowdsourcing Information.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013
Exploration of Feature Combination in Geo-visual Ranking for Visual Content-based Location Prediction.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013