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Clustering Matters: Sphere Feature for Fully Unsupervised Person Re-identification

https://doi.org/10.1145/3501404
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-01225-0_30openalex-snapshot
Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline)
inferredcites →https://doi.org/10.1007/978-3-030-01234-2_11openalex-snapshot
Robust Anchor Embedding for Unsupervised Video Person re-IDentification in the Wild
inferredcites →https://doi.org/10.1007/978-3-030-01240-3_40openalex-snapshot
Pose-Normalized Image Generation for Person Re-identification
inferredcites →https://doi.org/10.1007/978-3-030-31654-9_35openalex-snapshot
A Siamese Pedestrian Alignment Network for Person Re-identification
inferredcites →https://doi.org/10.1007/978-3-030-58555-6_14openalex-snapshot
Generalizing Person Re-Identification by Camera-Aware Invariance Learning and Cross-Domain Mixup
inferredcites →https://doi.org/10.1007/978-3-030-60636-7_27openalex-snapshot
A Multi-level Equilibrium Clustering Approach for Unsupervised Person Re-identification
inferredcites →https://doi.org/10.1007/978-3-319-46448-0_44openalex-snapshot
Embedding Deep Metric for Person Re-identification: A Study Against Large Variations
inferredcites →https://doi.org/10.1007/978-3-319-46466-4_52openalex-snapshot
MARS: A Video Benchmark for Large-Scale Person Re-Identification
inferredcites →https://doi.org/10.1007/978-3-319-46478-7_9openalex-snapshot
A Siamese Long Short-Term Memory Architecture for Human Re-identification
inferredcites →https://doi.org/10.1007/978-3-319-46484-8_48openalex-snapshot
Gated Siamese Convolutional Neural Network Architecture for Human Re-identification
inferredcites →https://doi.org/10.1007/978-3-319-48881-3_2openalex-snapshot
Performance Measures and a Data Set for Multi-target, Multi-camera Tracking
inferredcites →https://doi.org/10.1016/j.jvcir.2019.01.010openalex-snapshot
SphereReID: Deep hypersphere manifold embedding for person re-identification
inferredcites →https://doi.org/10.1016/j.patcog.2015.04.005openalex-snapshot
Deep feature learning with relative distance comparison for person re-identification
inferredcites →https://doi.org/10.1016/j.patcog.2017.09.014openalex-snapshot
Equidistance constrained metric learning for person re-identification
inferredcites →https://doi.org/10.1109/cvpr.2014.27openalex-snapshot
DeepReID: Deep Filter Pairing Neural Network for Person Re-identification
inferredcites →https://doi.org/10.1109/cvpr.2016.149openalex-snapshot
Person Re-identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function
inferredcites →https://doi.org/10.1109/cvpr.2017.357openalex-snapshot
Person Re-identification in the Wild
inferredcites →https://doi.org/10.1109/cvpr.2017.360openalex-snapshot
Joint Detection and Identification Feature Learning for Person Search
inferredcites →https://doi.org/10.1109/cvpr.2017.713openalex-snapshot
SphereFace: Deep Hypersphere Embedding for Face Recognition
inferredcites →https://doi.org/10.1109/cvpr.2018.00016openalex-snapshot
Person Transfer GAN to Bridge Domain Gap for Person Re-identification
inferredcites →https://doi.org/10.1109/cvpr.2018.00110openalex-snapshot
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
inferredcites →https://doi.org/10.1109/cvpr.2018.00242openalex-snapshot
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-identification
inferredcites →https://doi.org/10.1109/cvpr.2018.00543openalex-snapshot
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-identification by Stepwise Learning
inferredcites →https://doi.org/10.1109/cvpr.2018.00607openalex-snapshot
Eliminating Background-bias for Robust Person Re-identification
inferredcites →https://doi.org/10.1109/cvpr.2019.00069openalex-snapshot
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification
inferredcites →https://doi.org/10.1109/cvpr.2019.00070openalex-snapshot
Dissecting Person Re-Identification From the Viewpoint of Viewpoint
inferredcites →https://doi.org/10.1109/cvpr.2019.00224openalex-snapshot
Joint Discriminative and Generative Learning for Person Re-Identification
inferredcites →https://doi.org/10.1109/cvpr.2019.00225openalex-snapshot
Unsupervised Person Re-Identification by Soft Multilabel Learning
inferredcites →https://doi.org/10.1109/cvpr.2019.00375openalex-snapshot
Patch-Based Discriminative Feature Learning for Unsupervised Person Re-Identification
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00345openalex-snapshot
Unsupervised Person Re-Identification via Softened Similarity Learning
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01367openalex-snapshot
Hierarchical Clustering With Hard-Batch Triplet Loss for Person Re-Identification
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00066openalex-snapshot
Coarse-to-Fine Person Re-Identification with Auxiliary-Domain Classification and Second-Order Information Bottleneck
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01272openalex-snapshot
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification
inferredcites →https://doi.org/10.1109/iccv.2017.113openalex-snapshot
Cross-View Asymmetric Metric Learning for Unsupervised Person Re-Identification
inferredcites →https://doi.org/10.1109/iccv.2017.405openalex-snapshot
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro
inferredcites →https://doi.org/10.1109/iccv.2017.427openalex-snapshot
Pose-Driven Deep Convolutional Model for Person Re-identification
inferredcites →https://doi.org/10.1109/iccv.2019.00063openalex-snapshot
Pose-Guided Feature Alignment for Occluded Person Re-Identification
inferredcites →https://doi.org/10.1109/iccv.2019.00064openalex-snapshot
Robust Person Re-Identification by Modelling Feature Uncertainty
inferredcites →https://doi.org/10.1109/iccv.2019.00385openalex-snapshot
Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification
inferredcites →https://doi.org/10.1109/icpr.2014.16openalex-snapshot
Deep Metric Learning for Person Re-identification
inferredcites →https://doi.org/10.1109/tcsvt.2018.2873599openalex-snapshot
Pedestrian Alignment Network for Large-scale Person Re-Identification
inferredcites →https://doi.org/10.1109/tip.2017.2700762openalex-snapshot
End-to-End Comparative Attention Networks for Person Re-Identification
inferredcites →https://doi.org/10.1109/tip.2018.2814344openalex-snapshot
Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder
inferredcites →https://doi.org/10.1109/tip.2018.2874313openalex-snapshot
CamStyle: A Novel Data Augmentation Method for Person Re-Identification
inferredcites →https://doi.org/10.1109/tip.2019.2891895openalex-snapshot
Progressive Learning for Person Re-Identification With One Example
inferredcites →https://doi.org/10.1109/tip.2019.2893066openalex-snapshot
Dynamic Graph Co-Matching for Unsupervised Video-Based Person Re-Identification
inferredcites →https://doi.org/10.1109/tnnls.2018.2851077openalex-snapshot
From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning
inferredcites →https://doi.org/10.1145/3159171openalex-snapshot
A Discriminatively Learned CNN Embedding for Person Reidentification
inferredcites →https://doi.org/10.1145/3240508.3240552openalex-snapshot
Learning Discriminative Features with Multiple Granularities for Person Re-Identification
inferredcites →https://doi.org/10.1145/3360050openalex-snapshot
Delving Deeper in Drone-Based Person Re-Id by Employing Deep Decision Forest and Attributes Fusion
inferredcites →https://doi.org/10.1145/3362988openalex-snapshot
Spatial Preserved Graph Convolution Networks for Person Re-identification
inferredcites →https://doi.org/10.1145/3369393openalex-snapshot
Adaptive Exploration for Unsupervised Person Re-identification
inferredcites →https://doi.org/10.1145/3377352openalex-snapshot
Enforcing Affinity Feature Learning through Self-attention for Person Re-identification
inferredcites →https://doi.org/10.1145/3402666openalex-snapshot
Correlation Discrepancy Insight Network for Video Re-identification
inferredcites →https://doi.org/10.1145/3412384openalex-snapshot
Part-based Structured Representation Learning for Person Re-identification
inferredcites →https://doi.org/10.1145/3419439openalex-snapshot
GreyReID: A Novel Two-stream Deep Framework with RGB-grey Information for Person Re-identification
inferredcites →https://doi.org/10.1609/aaai.v33i01.33018738openalex-snapshot
A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification
inferredcites →https://doi.org/10.48550/arxiv.1705.10444openalex-snapshot
Unsupervised Person Re-identification: Clustering and Fine-tuning
inferredcites →https://doi.org/10.48550/arxiv.1711.08184openalex-snapshot
AlignedReID: Surpassing Human-Level Performance in Person Re-Identification
inferredcites →https://doi.org/10.48550/arxiv.1808.07301openalex-snapshot
Deep Association Learning for Unsupervised Video Person Re-identification
inferredcites →https://doi.org/10.48550/arxiv.1906.01308openalex-snapshot
Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification
inferredcites →https://doi.org/10.7551/mitpress/1120.001.0001openalex-snapshot
Advances in Neural Information Processing Systems 14

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/adfm.77567openalex-snapshot
Machine Learning and Theoretical Computation Synergy Advancing Halide Electrolytes Toward All‐Solid‐State Lithium Batteries: Recent Advances, Challenges, and Perspectives
inferred← citeshttps://doi.org/10.1007/s10489-023-04863-3openalex-snapshot
Confidence-adapted meta-interaction for unsupervised person re-identification
inferred← citeshttps://doi.org/10.1007/s10489-023-05067-5openalex-snapshot
Unsupervised person re-identification based on distribution regularization constrained asymmetric metric learning
inferred← citeshttps://doi.org/10.1007/s11042-024-19007-zopenalex-snapshot
Multi-level self attention for unsupervised learning person re-identification
inferred← citeshttps://doi.org/10.1007/s11227-023-05169-4openalex-snapshot
POSNet: a hybrid deep learning model for efficient person re-identification
inferred← citeshttps://doi.org/10.1016/j.dsp.2022.103885openalex-snapshot
Unsupervised person re-identification by patch-based nearest neighbor mining
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A two-stage clustering ensemble algorithm applicable to risk assessment of railway signaling faults
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Occluded person re-identification with feature complement and dual attention
inferred← citeshttps://doi.org/10.1016/j.imavis.2023.104786openalex-snapshot
Unsupervised person re-identification by dynamic hybrid contrastive learning
inferred← citeshttps://doi.org/10.1109/tase.2023.3318007openalex-snapshot
Large-Scale Person Re-Identification for Crowd Monitoring in Emergency
inferred← citeshttps://doi.org/10.1109/tcsvt.2023.3248271openalex-snapshot
Egocentric Early Action Prediction via Multimodal Transformer-Based Dual Action Prediction
inferred← citeshttps://doi.org/10.1145/3503161.3547900openalex-snapshot
Meta Clustering Learning for Large-scale Unsupervised Person Re-identification
inferred← citeshttps://doi.org/10.1145/3549939openalex-snapshot
Robust Searching-Based Gradient Collaborative Management in Intelligent Transportation System
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HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition
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Identity Feature Disentanglement for Visible-Infrared Person Re-Identification
inferred← citeshttps://doi.org/10.1145/3632959openalex-snapshot
Viewpoint Disentangling and Generation for Unsupervised Object Re-ID
inferred← citeshttps://doi.org/10.1145/3735134openalex-snapshot
CCFL: Customized Client Federated Learning for Unsupervised Person Re-identification
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