SOTAVerified

Person Search

Person Search is a task which aims at matching a specific person among a great number of whole scene images.

Source: Re-ID Driven Localization Refinement for Person Search

Papers

Showing 101139 of 139 papers

TitleStatusHype
Hierarchical Gumbel Attention Network for Text-based Person Search0
Class Interference Regularization0
Online Multi-modal Person Search in Videos0
Person search: New paradigm of person re-identification: A survey and outlook of recent works0
TCTS: A Task-Consistent Two-Stage Framework for Person Search0
Cross-Modal Cross-Domain Moment Alignment Network for Person Search0
Bi-Directional Interaction Network for Person Search0
Instance Guided Proposal Network for Person Search0
Joint Person Objectness and Repulsion for Person Search0
Robust Partial Matching for Person Search in the Wild0
The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, Re-Identification and Search from Aerial DevicesCode0
Text-based Person Search via Attribute-aided Matching0
When Person Re-identification Meets Changing Clothes0
FMT:Fusing Multi-task Convolutional Neural Network for Person Search0
Interactive Natural Language-based Person SearchCode0
Visual-Textual Association with Hardest and Semi-Hard Negative Pairs Mining for Person Search0
Color inference from semantic labeling for person search in videosCode0
Person Search by Text Attribute Query As Zero-Shot Learning0
Re-ID Driven Localization Refinement for Person Search0
Knowledge Distillation for End-to-End Person SearchCode0
Adversarial Representation Learning for Text-to-Image Matching0
Segmentation Mask Guided End-to-End Person SearchCode0
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable PatternsCode0
Learning Context Graph for Person Search0
WIDER Face and Pedestrian Challenge 2018: Methods and Results0
Pose-Guided Multi-Granularity Attention Network for Text-Based Person Search0
Natural Language Person Search Using Deep Reinforcement Learning0
Person Search by Multi-Scale Matching0
RCAA: Relational Context-Aware Agents for Person Search0
Person Search in Videos with One Portrait Through Visual and Temporal LinksCode0
Person Search by Multi-Scale Matching0
Person Search via A Mask-Guided Two-Stream CNN Model0
End-to-End Detection and Re-identification Integrated Net for Person Search0
Neural Person Search Machines0
Transferring a Semantic Representation for Person Re-Identification and Search0
IAN: The Individual Aggregation Network for Person Search0
Person Search with Natural Language DescriptionCode0
Joint Detection and Identification Feature Learning for Person SearchCode0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SeqNeXt+GFNMAP96.4Unverified
2SPNetMAP96.4Unverified
3SeqNeXtMAP96.1Unverified
4GLCNet+CBGMMAP95.8Unverified
5GLCNetMAP95.5Unverified
6SOLIDERMAP95.5Unverified
7ROI-AlignPSMAP95.4Unverified
8NAE+SeqNet+CBGMMAP94.8Unverified
9DMRNet++MAP94.5Unverified
10OIM+SeqNet+CBGMMAP94.3Unverified
#ModelMetricClaimedVerifiedStatus
1SPNetmAP61.2Unverified
2SOLIDERmAP59.8Unverified
3SeqNeXtmAP57.6Unverified
4DMRNet++mAP52.1Unverified
5ROI-AlignPSmAP51.6Unverified
6PAPSmAP51.6Unverified
7GLCNet+CBGMmAP47.8Unverified
8NAE+SeqNet+CBGMmAP47.6Unverified
9DMRNetmAP46.9Unverified
10GLCNetmAP46.7Unverified