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

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Showing 101–139 of 139 papers

TitleStatusHype
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
Neural Person Search Machines—0
Online Multi-modal Person Search in Videos—0
Improved Instance Discrimination and Feature Compactness for End-to-End Person SearchCode0
Scene-Adaptive Person Search via Bilateral ModulationsCode0
Context-Aware Feature Learning for Noise Robust Person SearchCode0
Interactive Natural Language-based Person SearchCode0
Joint Detection and Identification Feature Learning for Person SearchCode0
Person Search with Natural Language DescriptionCode0
Person Text-Image Matching via Text-Feature Interpretability Embedding and External Attack Node ImplantationCode0
Knowledge Distillation for End-to-End Person SearchCode0
Segmentation Mask Guided End-to-End Person SearchCode0
Domain Adaptive Person Search via GAN-based Scene Synthesis for Cross-scene VideosCode0
Prompting Continual Person SearchCode0
Unsupervised Domain Adaptive Person Search via Dual Self-CalibrationCode0
Text-based Person Search in Full Images via Semantic-Driven Proposal GenerationCode0
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
Divide and Conquer: Hybrid Pre-training for Person SearchCode0
Color inference from semantic labeling for person search in videosCode0
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person SearchCode0
Deep Intra-Image Contrastive Learning for Weakly Supervised One-Step Person SearchCode0
Psych-Occlusion: Using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and RescueCode0
Multi-Attribute Enhancement Network for Person SearchCode0
Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person SearchCode0
APES: Audiovisual Person Search in Untrimmed VideoCode0
Fast One-Stage Unsupervised Domain Adaptive Person SearchCode0
Enhancing Visual Representation for Text-based Person SearchingCode0
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person SearchCode0
ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin RegularizerCode0
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable PatternsCode0
Swap Path Network for Robust Person Search Pre-trainingCode0
Asymmetric Cross-Scale Alignment for Text-Based Person SearchCode0
Person Search in Videos with One Portrait Through Visual and Temporal LinksCode0
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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