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Shibei Meng

3 accepted papers

2025

OmniDiff: A Comprehensive Benchmark for Fine-grained Image Difference Captioning

ICCV 2025poster

Image Difference Captioning (IDC) aims to generate natural language descriptions of subtle differences between image pairs, requiring both precise visual change localization and coherent semantic expression. Despite recent advancements, existing datasets often lack breadth and depth, limiting their…

Cited by 0SourcePDFScholar
2024

Cut out the Middleman: Revisiting Pose-based Gait Recognition

ECCV 2024poster

"Recent pose-based gait recognition methods, which utilize human skeletons as the model input, have demonstrated significant potential in handling variations in clothing and occlusions. However, methods relying on such skeleton to encode pose are constrained mainly by two problems: (1) poor performa…