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 101–139 of 139 papers

TitleStatusHype
Learning Context Graph for Person Search—0
Lifelong Person Search—0
Making Person Search Enjoy the Merits of Person Re-identification—0
Mixture of Submodules for Domain Adaptive Person Search—0
MLLM-Search: A Zero-Shot Approach to Finding People using Multimodal Large Language Models—0
Natural Language Person Search Using Deep Reinforcement Learning—0
Improved Instance Discrimination and Feature Compactness for End-to-End Person SearchCode0
Segmentation Mask Guided End-to-End Person SearchCode0
Person Search with Natural Language DescriptionCode0
Interactive Natural Language-based Person SearchCode0
Joint Detection and Identification Feature Learning for Person SearchCode0
Person Text-Image Matching via Text-Feature Interpretability Embedding and External Attack Node ImplantationCode0
Text-based Person Search in Full Images via Semantic-Driven Proposal GenerationCode0
Knowledge Distillation for End-to-End Person SearchCode0
Domain Adaptive Person Search via GAN-based Scene Synthesis for Cross-scene VideosCode0
Prompting Continual Person SearchCode0
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable PatternsCode0
Color inference from semantic labeling for person search in videosCode0
Divide and Conquer: Hybrid Pre-training for Person SearchCode0
Learning Scene-Pedestrian Graph for End to end Person SearchCode0
Head and Body: Unified Detector and Graph Network for Person Search in MediaCode0
Learning Transferable Pedestrian Representation from Multimodal Information SupervisionCode0
ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin RegularizerCode0
Deep Intra-Image Contrastive Learning for Weakly Supervised One-Step Person SearchCode0
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person SearchCode0
Psych-Occlusion: Using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and RescueCode0
Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person SearchCode0
Multi-Attribute Enhancement Network for Person SearchCode0
Unsupervised Domain Adaptive Person Search via Dual Self-CalibrationCode0
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person SearchCode0
Fast One-Stage Unsupervised Domain Adaptive Person SearchCode0
Enhancing Visual Representation for Text-based Person SearchingCode0
The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, Re-Identification and Search from Aerial DevicesCode0
Swap Path Network for Robust Person Search Pre-trainingCode0
Asymmetric Cross-Scale Alignment for Text-Based Person SearchCode0
APES: Audiovisual Person Search in Untrimmed VideoCode0
Scene-Adaptive Person Search via Bilateral ModulationsCode0
Person Search in Videos with One Portrait Through Visual and Temporal LinksCode0
Context-Aware Feature Learning for Noise Robust Person SearchCode0
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All datasetsCUHK-SYSUPRW

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SPNetMAP96.4—Unverified
2SeqNeXt+GFNMAP96.4—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
5PAPSmAP51.6—Unverified
6ROI-AlignPSmAP51.6—Unverified
7GLCNet+CBGMmAP47.8—Unverified
8NAE+SeqNet+CBGMmAP47.6—Unverified
9DMRNetmAP46.9—Unverified
10GLCNetmAP46.7—Unverified