Video-Based Person Re-Identification

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

8 datasets whose archive record lists this task, ordered by the archive's paper count.

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

30 shown of 38 papers with code (117 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Spatial and Temporal Mutual Promotion for Video-based Person Re-identification
  26 Dec 2018 4 repositories listed
  How to explore the abundant spatial-temporal information in video sequences is the key to solve this problem.
• Deep Metric Learning by Online Soft Mining and Class-Aware Attention
  4 Nov 2018 3 repositories listed
  Therefore, we propose a novel sample mining method, called Online Soft Mining (OSM), which assigns one continuous score to each sample to make use of all samples in the mini-batch.
• Cross-Platform Video Person ReID: A New Benchmark Dataset and Adaptation Approach
  14 Aug 2024 2 repositories listed Syntology ran 0 of 6 samples · 6 unverified · 6 pointer-only (licence)
  In this paper, we construct a large-scale benchmark dataset for Ground-to-Aerial Video-based person Re-Identification, named G2A-VReID, which comprises 185, 907 images and 5, 576 tracklets, featuring 2, 788 distinct…
• GAF-Net: Video-Based Person Re-Identification via Appearance and Gait Recognitions
  27 Feb 2024 2 repositories listed
  These features are then combined into a single feature allowing the re-identification of individuals.
• Temporal Complementary Learning for Video Person Re-Identification
  18 Jul 2020 2 repositories listed
  This paper proposes a Temporal Complementary Learning Network that extracts complementary features of consecutive video frames for video person re-identification.
• Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identification
  13 Jun 2020 2 repositories listed
  Video-based person re-identification (Re-ID) is an important computer vision task.
• Rethinking Temporal Fusion for Video-based Person Re-identification on Semantic and Time Aspect
  28 Nov 2019 2 repositories listed
  Recently, the research interest of person re-identification (ReID) has gradually turned to video-based methods, which acquire a person representation by aggregating frame features of an entire video.
• AG-VPReID: A Challenging Large-Scale Benchmark for Aerial-Ground Video-based Person Re-Identification
  11 Mar 2025 1 repository listed
  The relatively lower performance of all state-of-the-art approaches, including our proposed approach, on our new dataset highlights its challenging nature.
• Image-based human re-identification: Which covariates are actually (the most) important?
  20 Jan 2024 1 repository listed
  Human re-identification (re-ID) is nowadays among the most popular topics in computer vision, due to the increasing importance given to safety/security in modern societies.
• TF-CLIP: Learning Text-free CLIP for Video-based Person Re-Identification
  15 Dec 2023 1 repository listed Syntology ran 5 of 10 samples · 5 unverified
  Technically, TMC allows the frame-level memories in a sequence to communicate with each other, and to extract temporal information based on the relations within the sequence.
• Deeply-Coupled Convolution-Transformer with Spatial-temporal Complementary Learning for Video-based Person Re-identification
  27 Apr 2023 1 repository listed
  Further, in spatial, we propose a Complementary Content Attention (CCA) to take advantages of the coupled structure and guide independent features for spatial complementary learning.
• Aerial-Ground Person Re-ID
  15 Mar 2023 1 repository listed
  Our dataset presents a novel elevated-viewpoint challenge for person re-ID due to the significant difference in person appearance across these cameras.
• A Benchmark of Video-Based Clothes-Changing Person Re-Identification
  21 Nov 2022 1 repository listed
  In this paper, we focus on the relatively new yet practical problem of clothes-changing video-based person re-identification (CCVReID), which is less studied.
• MEVID: Multi-view Extended Videos with Identities for Video Person Re-Identification
  9 Nov 2022 1 repository listed
  In this paper, we present the Multi-view Extended Videos with Identities (MEVID) dataset for large-scale, video person re-identification (ReID) in the wild.
• VID-Trans-ReID: Enhanced Video Transformers for Person Re-identification
  1 Nov 2022 1 repository listed
  The key challenge within person Re-ID is extracting a robust feature representation that is invariant to the challenges of pose and illumination variation across multiple camera viewpoints.
• RealGait: Gait Recognition for Person Re-Identification
  13 Jan 2022 1 repository listed
  Given that our experimental results show that current gait recognition approaches designed under data collected in controlled scenarios are inappropriate for real surveillance scenarios, we propose a novel gait…
• Salient-to-Broad Transition for Video Person Re-Identification
  1 Jan 2022 1 repository listed
  To further improve SBM, an Integration-and-Distribution Module (IDM) is introduced to enhance frame-level representations.
• Keypoint Message Passing for Video-based Person Re-Identification
  16 Nov 2021 1 repository listed
  Video-based person re-identification (re-ID) is an important technique in visual surveillance systems which aims to match video snippets of people captured by different cameras.
• Exploiting Robust Unsupervised Video Person Re-identification
  9 Nov 2021 1 repository listed
  A local-aware module is employed to explore the poentials of local-level feature for unsupervised learning.
• Video-based Person Re-identification with Spatial and Temporal Memory Networks
  20 Aug 2021 1 repository listed
  Spatial and temporal distractors in person videos, such as background clutter and partial occlusions over frames, respectively, make this task much more challenging than image-based person reID.
• Video-based Person Re-identification without Bells and Whistles
  22 May 2021 1 repository listed
  Besides, we discover the errors not only for the identity labels of tracklets but also for the evaluation protocol for the test data of MARS.
• Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification
  30 Apr 2021 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  In each hypergraph, different temporal granularities are captured by hyperedges that connect a set of graph nodes (i.
• BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification
  30 Apr 2021 1 repository listed
  Detail Branch processes frames at original resolution to preserve the detailed visual clues, and Context Branch with a down-sampling strategy is employed to capture long-range contexts.
• Watching You: Global-guided Reciprocal Learning for Video-based Person Re-identification
  7 Mar 2021 1 repository listed Syntology ran 5 of 7 samples · 2 unverified · 7 pointer-only (licence)
  Specifically, we first propose a Global-guided Correlation Estimation (GCE) to generate feature correlation maps of local features and global features, which help to localize the high- and low-correlation regions for…
• Pyramid Spatial-Temporal Aggregation for Video-Based Person Re-Identification
  1 Jan 2021 1 repository listed
  Video-based person re-identification aims to associate the video clips of the same person across multiple non-overlapping cameras.
• READ: Reciprocal Attention Discriminator for Image-to-Video Re-Identification
  1 Aug 2020 1 repository listed
  Person re-identification (re-ID) is the problem of visually identifying a person given a database of identities.
• Appearance-Preserving 3D Convolution for Video-based Person Re-identification
  16 Jul 2020 1 repository listed
  Due to the imperfect person detection results and posture changes, temporal appearance misalignment is unavoidable in video-based person re-identification (ReID).
• Robust Re-Identification by Multiple Views Knowledge Distillation
  8 Jul 2020 1 repository listed
  To achieve robustness in Re-Identification, standard methods leverage tracking information in a Video-To-Video fashion.
• A Symbolic Temporal Pooling method for Video-based Person Re-Identification
  19 Jun 2020 1 repository listed
  In video-based person re-identification, both the spatial and temporal features are known to provide orthogonal cues to effective representations.
• Video Person Re-ID: Fantastic Techniques and Where to Find Them
  21 Nov 2019 1 repository listed
  The ability to identify the same person from multiple camera views without the explicit use of facial recognition is receiving commercial and academic interest.

Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.