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 101–139 of 139 papers

TitleStatusHype
Hierarchical Gumbel Attention Network for Text-based Person Search—0
Class Interference Regularization—0
Online Multi-modal Person Search in Videos—0
Person search: New paradigm of person re-identification: A survey and outlook of recent works—0
TCTS: A Task-Consistent Two-Stage Framework for Person Search—0
Cross-Modal Cross-Domain Moment Alignment Network for Person Search—0
Bi-Directional Interaction Network for Person Search—0
Instance Guided Proposal Network for Person Search—0
Joint Person Objectness and Repulsion for Person Search—0
Robust Partial Matching for Person Search in the Wild—0
The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, Re-Identification and Search from Aerial Devices—0
Text-based Person Search via Attribute-aided Matching—0
When Person Re-identification Meets Changing Clothes—0
FMT:Fusing Multi-task Convolutional Neural Network for Person Search—0
Interactive Natural Language-based Person SearchCode0
Visual-Textual Association with Hardest and Semi-Hard Negative Pairs Mining for Person Search—0
Color inference from semantic labeling for person search in videosCode0
Person Search by Text Attribute Query As Zero-Shot Learning—0
Re-ID Driven Localization Refinement for Person Search—0
Knowledge Distillation for End-to-End Person SearchCode0
Adversarial Representation Learning for Text-to-Image Matching—0
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 Search—0
WIDER Face and Pedestrian Challenge 2018: Methods and Results—0
Pose-Guided Multi-Granularity Attention Network for Text-Based Person Search—0
Natural Language Person Search Using Deep Reinforcement Learning—0
Person Search by Multi-Scale Matching—0
RCAA: Relational Context-Aware Agents for Person Search—0
Person Search in Videos with One Portrait Through Visual and Temporal LinksCode0
Person Search by Multi-Scale Matching—0
Person Search via A Mask-Guided Two-Stream CNN Model—0
End-to-End Detection and Re-identification Integrated Net for Person Search—0
Neural Person Search Machines—0
Transferring a Semantic Representation for Person Re-Identification and Search—0
IAN: The Individual Aggregation Network for Person Search—0
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 Features—0
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Benchmark Results

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