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Vehicle Re-ID Collection

Just for a collection. I do not work on this topic.

Dataset

  1. VeRi-776

    project paper

49,357 images of 776 vehicles from 20 cameras. Like Market-1501 protocol.

  1. PKU Vehicle-ID

    project pdf

90,196 images of 10,319 vehicles. Only two camera views??

  1. PKU-VD

    project pdf

with attribute.

  1. VehicleReID

    project pdf

47,123 images from two cameras & lablled on pair.

  1. PKU-Vehicle

    project paper

no ID lablled.

  1. CompCars

    project pdf

136,726 + 27,618 images of 1,716 cars with attributes. After crop, 136,713.

  1. StanfordCars

    project pdf

16,185 images of 196 classes.

  1. Vehicle-1M

    project pdf

Recent Papers

2019

  1. VR-PROUD: Vehicle Re-identification using PROgressive Unsupervised Deep architecture (PR) paper

  2. Embedding Adversarial Learning for Vehicle Re-Identification (IP) paper

2018

  1. Viewpoint-aware Attentive Multi-view Inference for Vehicle Re-identification (CVPR) pdf

  2. Unsupervised Vehicle Re-Identification using Triplet Networks (CVPR workshop) pdf

  3. Vehicle Re-Identification with the Space-Time Prior (CVPR workshop) pdf

  4. Fast vehicle identification via ranked semantic sampling based embedding (IJCAI) pdf

  5. Vehicle re-identification by deep hidden multi-view inference (IP) paper

  6. Ram: a region-aware deep model for vehicle re-identification (ICME) pdf

  7. Learning Coarse-to-Fine Structured Feature Embedding for Vehicle Re-Identification (AAAI) pdf

  8. PROVID- Progressive and Multimodal Vehicle Reidentification for Large-Scale Urban Surveillance (MM) paper

  9. Group Sensitive Triplet Embedding for Vehicle Re-identification (MM) paper

  10. VP-ReID: vehicle and person re-identification system (ACMMM) paper

2017

  1. Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-Identification (ICCV) pdf

  2. Learning Deep Neural Networks for Vehicle Re-ID With Visual-Spatio-Temporal Path Proposals (ICCV) pdf

  3. Exploiting Multi-Grain Ranking Constraints for Precisely Searching Visually-similar Vehicles (ICCV) pdf

  4. Improving triplet-wise training of convolutional neural network for vehicle re-identification (ICME) paper

  5. Deep hashing with multi-task learning for large-scale instance-level vehicle search (ICME workshop) paper

  6. Multi-modal metric learning for vehicle re-identification in traffic surveillance environment paper

  7. Vehicle re-identification by fusing multiple deep neural networks paper

2016

  1. Vehicle Re-Identification for Automatic Video Traffic Surveillance (CVPR workshop) pdf

  2. Deep Relative Distance Learning- Tell the Difference Between Similar Vehicles (CVPR) pdf

  3. A Deep Learning-Based Approach to Progressive Vehicle Re-identification for Urban Surveillance (ECCV) paper

  4. Large-Scale Vehicle Re-Identification in Urban Surveillance Videos (ICME) paper

~~

  1. Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-identification (ICCV2017)

Comments: Use multiple training sets.

  1. Learning Deep Neural Networks for Vehicle Re-ID with Visual-spatio-temporal Path Proposals (ICCV2017)

Comments: Add the time constraint.

  1. Exploiting Multi-Grain Ranking Constraints for Precisely Searching Visually-similar Vehicles (ICCV2017)

Comments: Propose a dataset.

  1. Viewpoint-aware Attentive Multi-view Inference for Vehicle Re-identification (CVPR2018)

  2. Group sensitive triplet embedding for vehicle re-identification (TMM)

  3. Deep relative distance learning: Tell the difference between similar vehicles. (CVPR2016)

  4. Coarse-to-fine: A RNN-based hierarchical attention model for vehicle re-identification. (ACCV2018) ~~