Vajira Thambawita
Orcid: 0000-0001-6026-0929
According to our database1,
Vajira Thambawita
authored at least 70 papers
between 2014 and 2025.
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Bibliography
2025
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges.
Medical Image Anal., 2025
2024
Dataset, June, 2024
Dataset, June, 2024
Advancing sleep detection by modelling weak label sets: A novel weakly supervised learning approach.
CoRR, 2024
Integrating Synthetic Data Modelling into an Adaptive Sampling Framework for IoT Devices.
Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024
Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024.
Proceedings of the Advances in Information Retrieval, 2024
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2024
Overview of ImageCLEFmedical 2024 - Medical Visual Question Answering for Gastrointestinal Tract.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
2023
Sensors, February, 2023
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges.
CoRR, 2023
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023
Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 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
RePolyp: A Framework for Generating Realistic Colon Polyps with Corresponding Segmentation Masks using Diffusion Models.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
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
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 MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022
Reproducibility Companion Paper: Focusing on Persons: Colorizing Old Images Learning from Modern Historical Movies.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 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
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022
Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation.
Proceedings of the IEEE International Symposium on Multimedia, 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
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
Int. J. Semantic Comput., 2021
CoRR, 2021
Few-shot segmentation of medical images based on meta-learning with implicit gradients.
CoRR, 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
Reproducibility Companion Paper: Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 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 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 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
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
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 MM '20: The 28th ACM International Conference on Multimedia, 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
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 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.
CoRR, 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
Unsupervised preprocessing to improve generalisation for medical image classification.
Proceedings of the 13th International Symposium on Medical Information and Communication Technology, 2019
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
2018
CoRR, 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
2014
CoRR, 2014