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
Hierarchical Invariant Feature Learning with Marginalization for Person Re-Identification0
Structured learning of metric ensembles with application to person re-identification0
Constrained Deep Metric Learning for Person Re-identification0
Nonlinear Local Metric Learning for Person Re-identification0
Review of Person Re-identification Techniques0
Group Membership Prediction0
Bit-Scalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Re-identification0
Person re-identification via efficient inference in fully connected CRF0
Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification0
Query-Adaptive Late Fusion for Image Search and Person Re-Identification0
An Improved Deep Learning Architecture for Person Re-Identification0
Deep Transfer Metric Learning0
Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning0
Deep Ranking for Person Re-identification via Joint Representation Learning0
Person Re-identification with Correspondence Structure LearningCode0
Learning to rank in person re-identification with metric ensembles0
Person Re-identification Meets Image Search0
Iterated Support Vector Machines for Distance Metric Learning0
Human Re-identification by Matching Compositional Template with Cluster Sampling0
Person Re-identification by Saliency Learning0
Person Re-identification Based on Color Histogram and Spatial Configuration of Dominant Color Regions0
A Novel Visual Word Co-occurrence Model for Person Re-identification0
Learning Invariant Color Features for Person Re-Identification0
Open-set Person Re-identification0
Deep Metric Learning for Practical Person Re-Identification0
Person Re-identification by Local Maximal Occurrence Representation and Metric LearningCode0
PRISM: Person Re-Identification via Structured Matching0
Learning Mid-level Filters for Person Re-identification0
DeepReID: Deep Filter Pairing Neural Network for Person Re-Identification0
Semi-Supervised Coupled Dictionary Learning for Person Re-identification0
Bregman Divergences for Infinite Dimensional Covariance Matrices0
Random Projections on Manifolds of Symmetric Positive Definite Matrices for Image Classification0
Multi-Shot Person Re-Identification via Relational Stein Divergence0
Appearance Descriptors for Person Re-identification: a Comprehensive Review0
Local Fisher Discriminant Analysis for Pedestrian Re-identification0
Locally Aligned Feature Transforms across Views0
Unsupervised Salience Learning for Person Re-identification0
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel ApproachCode0
Show:102550
← PrevPage 30 of 30Next →

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
10SOLIDER (RK)Rank-196.7Unverified
#ModelMetricClaimedVerifiedStatus
1DenseILmAP97.1Unverified
2CTL Model (ResNet50, 256x128)mAP96.1Unverified
3BPBreID (RK)mAP92.9Unverified
4Unsupervised Pre-training (ResNet101+RK)mAP92.77Unverified
5st-ReID(RE, RK,Cam)mAP92.7Unverified
6RGT&RGPR (RK)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