SOTAVerified

Person Re-Identification

Person Re-Identification is a computer vision task in which the goal is to match a person's identity across different cameras or locations in a video or image sequence. It involves detecting and tracking a person and then using features such as appearance, body shape, and clothing to match their identity in different frames. The goal is to associate the same person across multiple non-overlapping camera views in a robust and efficient manner.

Papers

Showing 14511488 of 1488 papers

TitleStatusHype
Pixel-wise Graph Attention Networks for Person Re-identificationCode0
HBONet: Harmonious Bottleneck on Two Orthogonal DimensionsCode0
Viewpoint-Aware Loss with Angular Regularization for Person Re-IdentificationCode0
Harmonious Attention Network for Person Re-IdentificationCode0
Video-based Person Re-identification Using Spatial-Temporal Attention NetworksCode0
TrADe Re-ID -- Live Person Re-Identification using Tracking and Anomaly DetectionCode0
Hard-Aware Point-to-Set Deep Metric for Person Re-identificationCode0
Deep Group-shuffling Random Walk for Person Re-identificationCode0
Deep Fusion Feature Representation Learning with Hard Mining Center-Triplet Loss for Person Re-identificationCode0
Deep Constrained Dominant Sets for Person Re-identificationCode0
Single Camera Training for Person Re-identificationCode0
Unsupervised Graph Association for Person Re-IdentificationCode0
Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation Modeling for Unsupervised Person Re-IdentificationCode0
Pose-Driven Deep Models for Person Re-IdentificationCode0
PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-IdentificationCode0
Pose-Guided Feature Alignment for Occluded Person Re-IdentificationCode0
GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric LearningCode0
Beyond Intra-modality: A Survey of Heterogeneous Person Re-identificationCode0
Graph Consistency Based Mean-Teaching for Unsupervised Domain Adaptive Person Re-IdentificationCode0
Progressive Multi-stage Feature Mix for Person Re-IdentificationCode0
Deep Co-attention based Comparators For Relative Representation Learning in Person Re-identificationCode0
Pose Invariant Person Re-Identification using Robust Pose-transformation GANCode0
Generalizing A Person Retrieval Model Hetero- and HomogeneouslyCode0
GAF-Net: Video-Based Person Re-Identification via Appearance and Gait RecognitionsCode0
Deep Attention Aware Feature Learning for Person Re-IdentificationCode0
Source-Guided Similarity Preservation for Online Person Re-IdentificationCode0
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel ApproachCode0
Sparse Label Smoothing Regularization for Person Re-IdentificationCode0
Spatial and Temporal Mutual Promotion for Video-based Person Re-identificationCode0
Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal DataCode0
Following the Clues: Experiments on Person Re-ID using Cross-Modal IntelligenceCode0
Progressive Bilateral-Context Driven Model for Post-Processing Person Re-IdentificationCode0
Feature Completion for Occluded Person Re-IdentificationCode0
Weakly Supervised Text-Based Person Re-IdentificationCode0
An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-IdentificationCode0
Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-IdentificationCode0
Fast and Accurate Person Re-Identification with RMNetCode0
Progressive Sample Mining and Representation Learning for One-Shot Person Re-identification with Adversarial SamplesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1st-ReID(RE, RK)Rank-198Unverified
2SSKD(GH)Rank-197.36Unverified
3CLIP-ReID+Pose2ID (no RK)Rank-197.3Unverified
4SOLIDER +UFFM+AMCRank-197Unverified
5Unsupervised Pre-training (ResNet101+MGN)Rank-197Unverified
6RGT&RGPR (RK)Rank-196.9Unverified
7SOLIDERRank-196.9Unverified
8LightMBN (RR)Rank-196.8Unverified
9Viewpoint-Aware Loss(RK)Rank-196.79Unverified
10TransReID-SSL (ViT-B w/o RK)Rank-196.7Unverified
#ModelMetricClaimedVerifiedStatus
1DenseILmAP97.1Unverified
2CTL Model (ResNet50, 256x128)mAP96.1Unverified
3BPBreID (RK)mAP92.9Unverified
4Unsupervised Pre-training (ResNet101+RK)mAP92.77Unverified
5RGT&RGPR (RK)mAP92.7Unverified
6st-ReID(RE, RK,Cam)mAP92.7Unverified
7Viewpoint-Aware Loss(RK)mAP91.8Unverified
8LDS (ResNet50 + RK)mAP91Unverified
9Adaptive L2 Regularization (with re-ranking)mAP90.7Unverified
10FlipReID (with re-ranking)mAP90.7Unverified