2D Semantic Segmentation task 3 (25 classes)
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Benchmarks
CaDIS
결과 6개
Most implemented
Effective semantic segmentation in Cataract Surgery: What matters most?
2021-08-13 · 구현 1개
Papers
TalkCLIP: Talking Head Generation with Text-Guided Expressive Speaking Styles
2023-04-01
· Yifeng Ma, Suzhen Wang, Yu Ding, Bowen Ma 외
Audio-driven talking head generation has drawn growing attention. To produce talking head videos with desired facial expressions, previous methods rely on extra reference videos to provide expression information, which m…
2D Semantic Segmentation task 3 (25 classes)Talking Head GenerationEffective semantic segmentation in Cataract Surgery: What matters most?
2021-08-13
· Theodoros Pissas, Claudio Ravasio, Lyndon Da Cruz, Christos Bergeles
Our work proposes neural network design choices that set the state-of-the-art on a challenging public benchmark on cataract surgery, CaDIS. Our methodology achieves strong performance across three semantic segmentation t…
2D Semantic Segmentation task 1 (8 classes)2D Semantic Segmentation task 2 (17 classes)2D Semantic Segmentation task 3 (25 classes)Semantic SegmentationCaDIS: Cataract Dataset for Image Segmentation
2019-06-27
· Maria Grammatikopoulou, Evangello Flouty, Abdolrahim Kadkhodamohammadi, Gwenol'e Quellec 외
Video feedback provides a wealth of information about surgical procedures and is the main sensory cue for surgeons. Scene understanding is crucial to computer assisted interventions (CAI) and to post-operative analysis o…
2D Semantic Segmentation task 1 (8 classes)2D Semantic Segmentation task 2 (17 classes)2D Semantic Segmentation task 3 (25 classes)Deep Learning+4