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Person Re-identification

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Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Jun 13, 2022 · Artificial Intelligence

Neighbor Transformer (NFormer): Robust Person Re-identification via Interactive Multi‑image Modeling

Neighbor Transformer (NFormer) introduces interactive multi‑image modeling for person re‑identification, using Landmark Agent Attention and Reciprocal Neighbor Softmax to efficiently fuse features across images, achieving state‑of‑the‑art accuracy and tighter embedding clusters on multiple benchmark datasets.

Deep LearningPerson Re-identificationcomputer vision
0 likes · 8 min read
Neighbor Transformer (NFormer): Robust Person Re-identification via Interactive Multi‑image Modeling
Youku Technology
Youku Technology
Jul 29, 2020 · Artificial Intelligence

Core Technology of Video Content Understanding: Technical Practice of Partial Re-ID in Video Inspection

The talk explains how Alibaba’s Entertainment Content Operation Platform applies a Partial‑ReID algorithm to overcome the challenges of person re‑identification in heavily edited video content, enabling accurate cross‑shot character matching, richer appearance data, and metrics such as presence, interaction, and storyline for improved video quality assessment.

AIPartial Re-IDPerson Re-identification
0 likes · 2 min read
Core Technology of Video Content Understanding: Technical Practice of Partial Re-ID in Video Inspection