Concepedia

Learning comprehensive global features in person re-identification: Ensuring discriminativeness of more local regions

Jiali Xi, Jianqiang Huang, Shibao Zheng, Qin Zhou, Bernt Schiele, Xian‐Sheng Hua, Qianru Sun

Pattern Recognition · 2022 · 18 citations · 15 references

Open access

Concepts

ComputingComputer ScienceComputer VisionFeature EngineeringMachine LearningDeep LearningFace RecognitionFeature DescriptionFeature DetectionPattern RecognitionRepresentation LearningFace Re-identificationFace Representation LearningImage Re-identificationLocal Feature DescriptorsPerson Re-identification

References

15

In Defense of the Triplet Loss for Person Re-Identification

Alexander Hermans, Lucas Beyer, Bastian Leibe · arXiv (Cornell University) · 2017 · 2.9K citations · Full text

Computing, Computer Science, Computer Vision +16

Large scale metric learning from equivalence constraints

Martin Köstinger, Martin Hirzer, Paul Wohlhart et al. · 2012 · 1.7K citations

Computing, Computer Science, Computer Vision +15

Person Re-identification: Past, Present and Future

Liang Zheng, Yi Yang, Alexander G. Hauptmann · arXiv (Cornell University) · 2016 · 1K citations · Full text

Computing, Computer Science, Computer Vision +10

A Discriminatively Learned CNN Embedding for Person Reidentification

Zhedong Zheng, Liang Zheng, Yi Yang · ACM Transactions on Multimedia Computing Communications and Applications · 2017 · 910 citations · Full text

Computing, Computer Science, Computer Vision +12

Improving person re-identification by attribute and identity learning

Yutian Lin, Zhedong Zheng, Yu Wu et al. · Pattern Recognition · 2019 · 907 citations · Full text

Computing, Data Science, Feature Engineering +7