| Keypoint Promptable Re-Identification | Jul 25, 2024 | Metric LearningOccluded Person Re-Identification | CodeCode Available | 3 | 5 |
| Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval | Mar 22, 2023 | Image-text matchingLanguage Modeling | CodeCode Available | 2 | 5 |
| Composed Multi-modal Retrieval: A Survey of Approaches and Applications | Mar 3, 2025 | Cross-Modal RetrievalData Augmentation | CodeCode Available | 2 | 5 |
| Body Part-Based Representation Learning for Occluded Person Re-Identification | Nov 7, 2022 | Human ParsingOccluded Person Re-Identification | CodeCode Available | 2 | 5 |
| Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification | Apr 21, 2025 | Exemplar-FreeKnowledge Distillation | CodeCode Available | 1 | 5 |
| DSSL: Deep Surroundings-person Separation Learning for Text-based Person Retrieval | Sep 12, 2021 | Person RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification | Aug 21, 2023 | AttributeCloth-Changing Person Re-Identification | CodeCode Available | 1 | 5 |
| Video-based Visible-Infrared Person Re-Identification with Auxiliary Samples | Nov 27, 2023 | Generative Adversarial NetworkPerson Re-Identification | CodeCode Available | 1 | 5 |
| Automatic Synthetic Data and Fine-grained Adaptive Feature Alignment for Composed Person Retrieval | Nov 25, 2023 | Image GenerationPerson Retrieval | CodeCode Available | 1 | 5 |
| Text-guided Image Restoration and Semantic Enhancement for Text-to-Image Person Retrieval | Jul 18, 2023 | cross-modal alignmentData Augmentation | CodeCode Available | 1 | 5 |
| MARS: Paying more attention to visual attributes for text-based person search | Jul 5, 2024 | AttributePerson Re-Identification | CodeCode Available | 1 | 5 |
| UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity | Dec 6, 2023 | Person RetrievalRetrieval | CodeCode Available | 1 | 5 |
| CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification | Nov 17, 2023 | Person Re-IdentificationPerson Retrieval | CodeCode Available | 1 | 5 |
| CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval | Apr 26, 2025 | Meta-LearningPerson Retrieval | CodeCode Available | 1 | 5 |
| Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark | Jun 5, 2023 | AttributeImage-text matching | CodeCode Available | 1 | 5 |
| See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval | Aug 18, 2022 | Person RetrievalRetrieval | CodeCode Available | 1 | 5 |
| PeR-ViS: Person Retrieval in Video Surveillance using Semantic Description | Dec 4, 2020 | Human DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| Part-based Pseudo Label Refinement for Unsupervised Person Re-identification | Mar 28, 2022 | Person Re-IdentificationPerson Retrieval | CodeCode Available | 1 | 5 |
| UPAR: Unified Pedestrian Attribute Recognition and Person Retrieval | Sep 6, 2022 | AttributePedestrian Attribute Recognition | CodeCode Available | 1 | 5 |
| Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-Identification | Mar 8, 2023 | Cloth-Changing Person Re-IdentificationPerson Re-Identification | CodeCode Available | 1 | 5 |
| HAT: Hierarchical Aggregation Transformers for Person Re-identification | Jul 13, 2021 | Person Re-IdentificationPerson Retrieval | CodeCode Available | 1 | 5 |
| AMNS: Attention-Weighted Selective Mask and Noise Label Suppression for Text-to-Image Person Retrieval | Sep 10, 2024 | Person RetrievalRetrieval | CodeCode Available | 0 | 5 |
| An Empirical Study of Validating Synthetic Data for Text-Based Person Retrieval | Mar 28, 2025 | Image AugmentationImage Generation | CodeCode Available | 0 | 5 |
| APES: Audiovisual Person Search in Untrimmed Video | Jun 3, 2021 | Person RetrievalPerson Search | CodeCode Available | 0 | 5 |
| Attribute De-biased Vision Transformer (AD-ViT) for Long-Term Person Re-identification | Nov 29, 2022 | AttributePerson Identification | CodeCode Available | 0 | 5 |
| Beyond Domain Gap: Exploiting Subjectivity in Sketch-Based Person Retrieval | Sep 15, 2023 | Person Re-IdentificationPerson Retrieval | CodeCode Available | 0 | 5 |
| Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline) | Nov 26, 2017 | Image DescriptionPerson Re-Identification | CodeCode Available | 0 | 5 |
| CLIP-based Synergistic Knowledge Transfer for Text-based Person Retrieval | Sep 18, 2023 | Image to textPerson Retrieval | CodeCode Available | 0 | 5 |
| Dual-Path Convolutional Image-Text Embeddings with Instance Loss | Nov 15, 2017 | Content-Based Image RetrievalCross-Modal Retrieval | CodeCode Available | 0 | 5 |
| Generalizing A Person Retrieval Model Hetero- and Homogeneously | Sep 1, 2018 | Domain Adaptationmodel | CodeCode Available | 0 | 5 |
| Cross-Camera Trajectories Help Person Retrieval in a Camera Network | Apr 27, 2022 | Person RetrievalRe-Ranking | CodeCode Available | 0 | 5 |
| Image-based human re-identification: Which covariates are actually (the most) important? | Jan 20, 2024 | Action RecognitionImage-To-Video Person Re-Identification | CodeCode Available | 0 | 5 |
| Person Retrieval in Surveillance Video using Height, Color and Gender | Sep 24, 2018 | Person RetrievalRetrieval | CodeCode Available | 0 | 5 |
| PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-Identification | Dec 9, 2023 | Clothes Changing Person Re-IdentificationPerson Re-Identification | CodeCode Available | 0 | 5 |
| Pose-Guided Feature Alignment for Occluded Person Re-Identification | Oct 1, 2019 | Occluded Person Re-IdentificationPerson Re-Identification | CodeCode Available | 0 | 5 |
| UP-Person: Unified Parameter-Efficient Transfer Learning for Text-based Person Retrieval | Apr 14, 2025 | Person RetrievalRetrieval | CodeCode Available | 0 | 5 |
| Beat: Bi-directional One-to-Many Embedding Alignment for Text-based Person Retrieval | Jun 9, 2024 | Image-text RetrievalPerson Retrieval | —Unverified | 0 | 0 |
| Data Augmentation for Text-based Person Retrieval Using Large Language Models | May 20, 2024 | Data AugmentationPerson Retrieval | —Unverified | 0 | 0 |
| Large-Scale Pedestrian Retrieval Competition | Mar 6, 2019 | AttributePedestrian Detection | —Unverified | 0 | 0 |
| Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation | Dec 13, 2021 | Domain Adaptive Person Re-IdentificationKnowledge Distillation | —Unverified | 0 | 0 |
| Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition | Jun 16, 2023 | AttributeNeural Network Compression | —Unverified | 0 | 0 |
| Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold | Sep 13, 2022 | Person RetrievalRetrieval | —Unverified | 0 | 0 |
| Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval | Dec 4, 2023 | AttributeCross-Modal Person Re-Identification | —Unverified | 0 | 0 |
| MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification | Apr 11, 2018 | Image RetrievalPerson Re-Identification | —Unverified | 0 | 0 |
| Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval | Oct 26, 2024 | cross-modal alignmentPerson Retrieval | —Unverified | 0 | 0 |
| Neighbour Consistency Guided Pseudo-Label Refinement for Unsupervised Person Re-Identification | Nov 30, 2022 | ClusteringPerson Re-Identification | —Unverified | 0 | 0 |
| CLEAR: Cross-Transformers with Pre-trained Language Model is All you need for Person Attribute Recognition and Retrieval | Mar 10, 2024 | AllAttribute | —Unverified | 0 | 0 |
| Person Retrieval in Surveillance Using Textual Query: A Review | May 6, 2021 | Person RetrievalRetrieval | —Unverified | 0 | 0 |
| whu-nercms at trecvid2021:instance search task | Oct 30, 2021 | Action DetectionFace Detection | —Unverified | 0 | 0 |
| ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models | Feb 27, 2025 | Person Re-IdentificationPerson Retrieval | —Unverified | 0 | 0 |