Looking Beyond Appearances: Synthetic Training Data for Deep CNNs in Re-identification.

Igor Barros Barbosa,Marco Cristani,Barbara Caputo,Aleksander Rognhaugen, Theoharis Theoharis

Computer Vision and Image Understanding（2018）

引用 208|浏览102

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摘要

•A new synthetic dataset for re-identification is presented.•Fine tuning of re-id DNN with synthetic data is proposed.•Synthetic data experiments indicates re-id performance increase with other datasets.

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关键词

Re-identification,Deep learning,Training set,Automated training dataset generation,Re-identification photorealistic dataset

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