Thambawita, Vajira
- Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge
2022/02/24 by Ali, Sharib, Ghatwary, Noha, Jha, Debesh +29 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus
2020/12/14 by Vajira Thambawita, Thambawita, Vajira, Steven A. Hicks +5 · 1 citation
Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Multimedia (cs.MM) #Retinal Imaging and Analysis
- Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation
2022/05/30 by Torpmann-Hagen, Birk, Thambawita, Vajira, Glette, Kyrre +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps
2022/05/30 by Jan Andre Fagereng, Vajira Thambawita, Fagereng, Jan Andre +11 · 1 citation
Medicine · #Colorectal Cancer Screening and Detection #Colorectal Cancer Surgical Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gastric Cancer Management and Outcomes #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Mask-conditioned latent diffusion for generating gastrointestinal polyp images
2023/04/11 by Roman Macháček, Leila Mozaffari, Macháček, Roman +11 · 1 citation
Computer Science · Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- SoccerChat: Integrating Multimodal Data for Enhanced Soccer Game Understanding
2025/05/22 by Sushant Gautam, Gautam, Sushant, Cise Midoglu +9 · 2 citations
Computer Science · Economics, Econometrics and Finance · #68T45 #68T50 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #H.5.2 #Human Pose and Action Recognition #I.2.10 #I.2.7 #Sports Analytics and Performance #Video Analysis and Summarization
- Stacked dense optical flows and dropout layers to predict sperm motility and morphology
2019/11/08 by Vajira Thambawita, Thambawita, Vajira, Pål Halvorsen +7 · 1 citation
Computer Science · Medicine · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Orbital Angular Momentum in Optics #Sperm and Testicular Function #electronic engineering #information engineering
- Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges
2023/07/30 by Debesh Jha, Jha, Debesh, Vanshali Sharma +62 · 2 citations
Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gastric Cancer Management and Outcomes #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- AI-assisted radiographic analysis in detecting alveolar bone-loss severity and patterns
2025/06/25 by Wimalasiri, Chathura, Rathnayake, Piumal, Wijerathne, Shamod +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #I.4.8 #I.4.9 #I.5.4 #J.3
- SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset
2024/05/12 by Sushant Gautam, Mehdi Houshmand Sarkhoosh, Gautam, Sushant +17 · 1 citation
Computer Science · Economics, Econometrics and Finance · #Music and Audio Processing #Sports Analytics and Performance #Video Analysis and Summarization