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Person Search
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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
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Uncertainty-Aware Prototype Semantic Decoupling for Text-Based Person Search in Full Images
SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground Networks
Boosting Weak Positives for Text Based Person Search
Improving Text-based Person Search via Part-level Cross-modal Correspondence
Enhancing Visual Representation for Text-based Person Searching
Unsupervised Domain Adaptive Person Search via Dual Self-Calibration
Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search
Psych-Occlusion: Using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and Rescue
Swap Path Network for Robust Person Search Pre-training
Cerberus: Attribute-based person re-identification using semantic IDs
MLLM-Search: A Zero-Shot Approach to Finding People using Multimodal Large Language Models
Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search
Prompting Continual Person Search
PLOT: Text-based Person Search with Part Slot Attention for Corresponding Part Discovery
Lifelong Person Search
MARS: Paying more attention to visual attributes for text-based person search
LAIP: Learning Local Alignment from Image-Phrase Modeling for Text-based Person Search
Attribute-Aware Implicit Modality Alignment for Text Attribute Person Search
Fast One-Stage Unsupervised Domain Adaptive Person Search
Scene-Adaptive Person Search via Bilateral Modulations
Semi-supervised Text-based Person Search
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search
Domain Generalizable Person Search Using Unreal Dataset
Prototype-Guided Text-based Person Search based on Rich Chinese Descriptions
Divide and Conquer: Hybrid Pre-training for Person Search
Contrastive Transformer Learning with Proximity Data Generation for Text-Based Person Search
VGSG: Vision-Guided Semantic-Group Network for Text-based Person Search
DDAM-PS: Diligent Domain Adaptive Mixer for Person Search
Generalizable Person Search on Open-world User-Generated Video Content
PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement
Towards Fully Decoupled End-to-End Person Search
Ground-to-Aerial Person Search: Benchmark Dataset and Approach
An Empirical Study of CLIP for Text-based Person Search
Learning Scene-Pedestrian Graph for End to end Person Search
Domain Adaptive Person Search via GAN-based Scene Synthesis for Cross-scene Videos
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