Search Results for author: Guanshuo Wang

Found 4 papers, 2 papers with code

Receptive Multi-granularity Representation for Person Re-Identification

no code implementations31 Aug 2020 Guanshuo Wang, Yufeng Yuan, Jiwei Li, Shiming Ge, Xi Zhou

Current stripe-based feature learning approaches have delivered impressive accuracy, but do not make a proper trade-off between diversity, locality, and robustness, which easily suffers from part semantic inconsistency for the conflict between rigid partition and misalignment.

Person Re-Identification

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification

1 code implementation ICCV 2019 Yang Fu, Yunchao Wei, Guanshuo Wang, Yuqian Zhou, Honghui Shi, Thomas Huang

Upon our SSG, we further introduce a clustering-guided semisupervised approach named SSG ++ to conduct the one-shot domain adaption in an open set setting (i. e. the number of independent identities from the target domain is unknown).

One-Shot Learning Unsupervised Domain Adaptation +1

Learning Discriminative Features with Multiple Granularities for Person Re-Identification

14 code implementations4 Apr 2018 Guanshuo Wang, Yufeng Yuan, Xiong Chen, Jiwei Li, Xi Zhou

Instead of learning on semantic regions, we uniformly partition the images into several stripes, and vary the number of parts in different local branches to obtain local feature representations with multiple granularities.

Ranked #3 on Person Re-Identification on SYSU-30k (using extra training data)

Person Re-Identification Re-Ranking

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