A model-agnostic training scheme, MimicGait, uses multi-instance correlational knowledge distillation and a visibility estimation network to improve gait recognition accuracy on synthetic top, bottom, middle and dynamic occlusions across GREW, Gait3D and BRIAR.
Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID
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MimicGait: A Model Agnostic approach for Occluded Gait Recognition using Correlational Knowledge Distillation
A model-agnostic training scheme, MimicGait, uses multi-instance correlational knowledge distillation and a visibility estimation network to improve gait recognition accuracy on synthetic top, bottom, middle and dynamic occlusions across GREW, Gait3D and BRIAR.