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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 139 papers

TitleStatusHype
ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin RegularizerCode0
Scene-Adaptive Person Search via Bilateral ModulationsCode0
Segmentation Mask Guided End-to-End Person SearchCode0
Interactive Natural Language-based Person SearchCode0
Joint Detection and Identification Feature Learning for Person SearchCode0
Divide and Conquer: Hybrid Pre-training for Person SearchCode0
Knowledge Distillation for End-to-End Person SearchCode0
Swap Path Network for Robust Person Search Pre-trainingCode0
Text-based Person Search in Full Images via Semantic-Driven Proposal GenerationCode0
Domain Adaptive Person Search via GAN-based Scene Synthesis for Cross-scene VideosCode0
Asymmetric Cross-Scale Alignment for Text-Based Person SearchCode0
Robust Partial Matching for Person Search in the Wild—0
Self-similarity Driven Scale-invariant Learning for Weakly Supervised Person Search—0
Semi-supervised Text-based Person Search—0
Sequential Transformer for End-to-End Person Search—0
Stable and Effective One-Step Method for Person Search—0
Subtask-dominated Transfer Learning for Long-tail Person Search—0
TCTS: A Task-Consistent Two-Stage Framework for Person Search—0
Text-based Person Search via Attribute-aided Matching—0
Text-based Person Search without Parallel Image-Text Data—0
Towards Fully Decoupled End-to-End Person Search—0
Transferring a Semantic Representation for Person Re-Identification and Search—0
Uncertainty-Aware Prototype Semantic Decoupling for Text-Based Person Search in Full Images—0
VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search—0
Visual-Textual Association with Hardest and Semi-Hard Negative Pairs Mining for Person Search—0
Weakly Supervised Person Search with Region Siamese Networks—0
When Person Re-identification Meets Changing Clothes—0
WIDER Face and Pedestrian Challenge 2018: Methods and Results—0
Person Search by Multi-Scale Matching—0
A Multi-task Joint Framework for Real-time Person Search—0
Attribute-Aware Implicit Modality Alignment for Text Attribute Person Search—0
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification—0
Bi-Directional Interaction Network for Person Search—0
Boosting Weak Positives for Text Based Person Search—0
SCMM: Calibrating Cross-modal Representations for Text-Based Person Search—0
Pose-Guided Multi-Granularity Attention Network for Text-Based Person Search—0
Cerberus: Attribute-based person re-identification using semantic IDs—0
CGUA: Context-Guided and Unpaired-Assisted Weakly Supervised Person Search—0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features—0
Class Interference Regularization—0
Context-Aware Unsupervised Clustering for Person Search—0
Cross-Modal Cross-Domain Moment Alignment Network for Person Search—0
Deep Learning for Human Parsing: A Survey—0
Describe me if you can! Characterized Instance-level Human Parsing—0
Diverse Knowledge Distillation for End-to-End Person Search—0
DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search—0
Domain Generalizable Person Search Using Unreal Dataset—0
Dynamic Uncertainty Learning with Noisy Correspondence for Text-Based Person Search—0
End-to-End Detection and Re-identification Integrated Net for Person Search—0
End-to-end Person Search Sequentially Trained on Aggregated Dataset—0
Show:102550
← PrevPage 2 of 3Next →
All datasetsCUHK-SYSUPRW

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