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 1–50 of 139 papers

TitleStatusHype
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual TasksCode3
MARS: Paying more attention to visual attributes for text-based person searchCode1
Learning Semantic-Aligned Feature Representation for Text-based Person SearchCode1
Text-Based Person Search with Limited DataCode1
Domain Adaptive Person SearchCode1
Ground-to-Aerial Person Search: Benchmark Dataset and ApproachCode1
PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose TrackingCode1
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person SearchCode1
ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural LanguageCode1
Gallery Filter Network for Person SearchCode1
PSTR: End-to-End One-Step Person Search With TransformersCode1
Cascade Transformers for End-to-End Person SearchCode1
Norm-Aware Embedding for Efficient Person SearchCode1
Anchor-Free Person SearchCode1
SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground NetworksCode1
OIMNet++: Prototypical Normalization and Localization-aware Learning for Person SearchCode1
MovieNet-PS: A Large-Scale Person Search Dataset in the WildCode1
Query-guided End-to-End Person SearchCode1
Sequential End-to-end Network for Efficient Person SearchCode1
TIPCB: A Simple but Effective Part-based Convolutional Baseline for Text-based Person SearchCode1
Exploring Visual Context for Weakly Supervised Person SearchCode1
Symbiotic Adversarial Learning for Attribute-based Person SearchCode1
An Empirical Study of CLIP for Text-based Person SearchCode1
Efficient Person Search: An Anchor-Free ApproachCode1
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly SearchCode1
PS-ARM: An End-to-End Attention-aware Relation Mixer Network for Person SearchCode1
DDAM-PS: Diligent Domain Adaptive Mixer for Person SearchCode1
A Simple and Robust Correlation Filtering Method for Text-based Person SearchCode1
Deep Learning for Human Parsing: A Survey—0
Boosting Weak Positives for Text Based Person Search—0
Joint Person Objectness and Repulsion for Person Search—0
Bi-Directional Interaction Network for Person Search—0
Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search—0
Cross-Modal Cross-Domain Moment Alignment Network for Person Search—0
Improving Text-based Person Search via Part-level Cross-modal Correspondence—0
Context-Aware Unsupervised Clustering for Person Search—0
A Multi-task Joint Framework for Real-time Person Search—0
Image-Specific Information Suppression and Implicit Local Alignment for Text-based Person Search—0
Instance Guided Proposal Network for Person Search—0
LAIP: Learning Local Alignment from Image-Phrase Modeling for Text-based Person Search—0
Grouped Adaptive Loss Weighting for Person Search—0
Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search—0
Class Interference Regularization—0
Attribute-Aware Implicit Modality Alignment for Text Attribute Person Search—0
Hierarchical Gumbel Attention Network for Text-based Person Search—0
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
FMT:Fusing Multi-task Convolutional Neural Network for Person Search—0
End-to-end Person Search Sequentially Trained on Aggregated Dataset—0
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