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 51–100 of 139 papers

TitleStatusHype
Prototype-Guided Text-based Person Search based on Rich Chinese Descriptions—0
Divide and Conquer: Hybrid Pre-training for Person SearchCode0
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person SearchCode0
VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search—0
Generalizable Person Search on Open-world User-Generated Video Content—0
PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement—0
Towards Fully Decoupled End-to-End Person Search—0
Learning Scene-Pedestrian Graph for End to end Person SearchCode0
Domain Adaptive Person Search via GAN-based Scene Synthesis for Cross-scene VideosCode0
Real-time distributed video analytics for privacy-aware person search—0
Text-based Person Search without Parallel Image-Text Data—0
Learning Transferable Pedestrian Representation from Multimodal Information SupervisionCode0
SCMM: Calibrating Cross-modal Representations for Text-Based Person Search—0
LEAPS: End-to-End One-Step Person Search With Learnable Proposals—0
Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search—0
Self-similarity Driven Scale-invariant Learning for Weakly Supervised Person Search—0
Deep Intra-Image Contrastive Learning for Weakly Supervised One-Step Person SearchCode0
Deep Learning for Human Parsing: A Survey—0
Asymmetric Cross-Scale Alignment for Text-Based Person SearchCode0
Person Text-Image Matching via Text-Feature Interpretability Embedding and External Attack Node ImplantationCode0
DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search—0
Sequential Transformer for End-to-End Person Search—0
Grouped Adaptive Loss Weighting for Person Search—0
Query-Guided Networks for Few-shot Fine-grained Classification and Person Search—0
Image-Specific Information Suppression and Implicit Local Alignment for Text-based Person Search—0
Context-Aware Feature Learning for Noise Robust Person SearchCode0
CGUA: Context-Guided and Unpaired-Assisted Weakly Supervised Person Search—0
Describe me if you can! Characterized Instance-level Human Parsing—0
End-to-end Person Search Sequentially Trained on Aggregated Dataset—0
Id-Free Person Similarity Learning—0
Subtask-dominated Transfer Learning for Long-tail Person Search—0
Learning Context-Aware Embedding for Person Search—0
Head and Body: Unified Detector and Graph Network for Person Search in MediaCode0
Context-Aware Unsupervised Clustering for Person Search—0
Text-based Person Search in Full Images via Semantic-Driven Proposal GenerationCode0
Weakly Supervised Person Search with Region Siamese Networks—0
Making Person Search Enjoy the Merits of Person Re-identification—0
ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin RegularizerCode0
Prototype-Guided Saliency Feature Learning for Person Search—0
APES: Audiovisual Person Search in Untrimmed VideoCode0
Improved Instance Discrimination and Feature Compactness for End-to-End Person SearchCode0
Stable and Effective One-Step Method for Person Search—0
Person Search Challenges and Solutions: A Survey—0
Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person SearchCode0
Multi-Attribute Enhancement Network for Person SearchCode0
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification—0
End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation—0
LapsCore: Language-Guided Person Search via Color Reasoning—0
Diverse Knowledge Distillation for End-to-End Person Search—0
A Multi-task Joint Framework for Real-time Person Search—0
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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