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Saihui Hou*

2 accepted papers

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…

2024

Occluded Gait Recognition with Mixture of Experts: An Action Detection Perspective

ECCV 2024poster

"Extensive occlusions in real-world scenarios pose challenges to gait recognition due to missing and noisy information, as well as body misalignment in position and scale. We argue that rich dynamic contextual information within a gait sequence inherently possesses occlusion-solving traits: 1) Adjac…