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Jingzhe Ma

4 accepted papers

2025

On Denoising Walking Videos for Gait Recognition

CVPR 2025poster

To capture individual gait patterns, excluding identity-irrelevant cues in walking videos, such as clothing texture and color, remains a persistent challenge for vision-based gait recognition. Traditional silhouette and pose-based methods, though theoretically effective at removing such distractions…

2024

BigGait: Learning Gait Representation You Want by Large Vision Models

CVPR 2024poster

Gait recognition stands as one of the most pivotal remote identification technologies and progressively expands across research and industry communities. However existing gait recognition methods heavily rely on task-specific upstream driven by supervised learning to provide explicit gait representa…

2024

Learned HDR Image Compression for Perceptually Optimal Storage and Display

ECCV 2024poster

"High dynamic range (HDR) capture and display have seen significant growth in popularity driven by the advancements in technology and increasing consumer demand for superior image quality. As a result, HDR image compression is crucial to fully realize the benefits of HDR imaging without suffering fr…

2024

SkeletonGait: Gait Recognition Using Skeleton Maps

AAAI 2024technical

The choice of the representations is essential for deep gait recognition methods. The binary silhouettes and skeletal coordinates are two dominant representations in recent literature, achieving remarkable advances in many scenarios. However, inherent challenges remain, in which silhouettes are not…