CUHK-SYSU

CUHK-SYSU Person Search Dataset

Dataset Information
Modalities
Images, Videos
Introduced
2017
License
Unknown
Homepage
Official Website
Contents

Overview

The CUKL-SYSY dataset is a large scale benchmark for person search, containing 18,184 images and 8,432 identities. Different from previous re-id benchmarks, matching query persons with manually cropped pedestrians, this dataset is much closer to real application scenarios by searching person from whole images in the gallery.

Source: http://www.ee.cuhk.edu.hk/~xgwang/PS/dataset.html
Image Source: http://www.ee.cuhk.edu.hk/~xgwang/PS/dataset.html

Variants: CUHK-SYSU

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Person Search SPNet Swap Path Network for Robust … 2024-12-06
Person Search SOLIDER Beyond Appearance: a Semantic Controllable … 2023-03-30
Person Search SeqNeXt Gallery Filter Network for Person … 2022-10-24
Person Search SeqNeXt+GFN Gallery Filter Network for Person … 2022-10-24
Person Search GLCNet MovieNet-PS: A Large-Scale Person Search … 2021-12-05
Person Search GLCNet+CBGM MovieNet-PS: A Large-Scale Person Search … 2021-12-05
Person Search ROI-AlignPS Efficient Person Search: An Anchor-Free … 2021-09-01
Person Search AlignPS+ Anchor-Free Person Search 2021-03-22
Person Search AlignPS Anchor-Free Person Search 2021-03-22
Person Search OIM+SeqNet+CBGM Sequential End-to-end Network for Efficient … 2021-03-18
Person Search NAE+SeqNet+CBGM Sequential End-to-end Network for Efficient … 2021-03-18
Person Search NAE+SeqNet Sequential End-to-end Network for Efficient … 2021-03-18
Person Search OIM+SeqNet Sequential End-to-end Network for Efficient … 2021-03-18
Person Search DMRNet Decoupled and Memory-Reinforced Networks: Towards … 2021-02-22
Person Re-Identification AlignedReID AlignedReID: Surpassing Human-Level Performance in … 2017-11-22
Person Re-Identification Neural Neural Person Search Machines 2017-07-21
Person Re-Identification Deep * Deep Learning Prototype Domains for … 2016-10-17

Research Papers

Recent papers with results on this dataset:

External Links: