Person Retrieval

23 papers with code • 1 benchmarks • 2 datasets

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PGS: Pose-Guided Supervision for Mitigating Clothes-Changing in Person Re-Identification

huyquoctrinh/pgs 9 Dec 2023

Person Re-Identification (Re-ID) task seeks to enhance the tracking of multiple individuals by surveillance cameras.

0
09 Dec 2023

UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity

zplusdragon/ufinebench 6 Dec 2023

Firstly, we construct a new \textbf{dataset} named UFine6926.

28
06 Dec 2023

Video-based Visible-Infrared Person Re-Identification with Auxiliary Samples

dyhbupt/buptcampus 27 Nov 2023

Previous methods focus on learning from cross-modality person images in different cameras.

8
27 Nov 2023

Word4Per: Zero-shot Composed Person Retrieval

Delong-liu-bupt/Word4Per 25 Nov 2023

Searching for specific person has great social benefits and security value, and it often involves a combination of visual and textual information.

10
25 Nov 2023

Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition

ashishjv1/LW-ALM 16 Jun 2023

Pedestrian Attribute Recognition (PAR) deals with the problem of identifying features in a pedestrian image.

2
16 Jun 2023

Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark

Shuyu-XJTU/APTM 5 Jun 2023

To verify the feasibility of learning from the generated data, we develop a new joint Attribute Prompt Learning and Text Matching Learning (APTM) framework, considering the shared knowledge between attribute and text.

104
05 Jun 2023

Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval

anosorae/irra CVPR 2023

To alleviate these issues, we present IRRA: a cross-modal Implicit Relation Reasoning and Aligning framework that learns relations between local visual-textual tokens and enhances global image-text matching without requiring additional prior supervision.

164
22 Mar 2023

Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-Identification

QizaoWang/CAMC-CCReID Asian Conference on Computer Vision (ACCV) 2023

In this paper, we first design a novel Shape Semantics Embedding (SSE) module to encode body shape semantic information, which is one of the essential clues to distinguish pedestrians when their clothes change.

12
08 Mar 2023

Body Part-Based Representation Learning for Occluded Person Re-Identification

vlsomers/bpbreid 7 Nov 2022

Firstly, individual body part appearance is not as discriminative as global appearance (two distinct IDs might have the same local appearance), this means standard ReID training objectives using identity labels are not adapted to local feature learning.

122
07 Nov 2022