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 76–100 of 139 papers

TitleStatusHype
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
The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, Re-Identification and Search from Aerial Devices—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
Improving Text-based Person Search via Part-level Cross-modal Correspondence—0
Instance Guided Proposal Network for Person Search—0
Joint Person Objectness and Repulsion for Person Search—0
Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search—0
LAIP: Learning Local Alignment from Image-Phrase Modeling for Text-based Person Search—0
LapsCore: Language-Guided Person Search via Color Reasoning—0
LEAPS: End-to-End One-Step Person Search With Learnable Proposals—0
Learning Context-Aware Embedding for Person Search—0
Learning Context Graph for Person Search—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