Efficient Discrete Supervised Hashing for Large-scale Cross-modal Retrieval

no code implementations • 3 May 2019 • Tao Yao, Xiangwei Kong, Lianshan Yan, Wenjing Tang, Qi Tian

In this paper, to address above issues, we propose a supervised cross-modal hashing method based on matrix factorization dubbed Efficient Discrete Supervised Hashing (EDSH).

Cross-Modal Retrieval Quantization +1

Pseudo-positive regularization for deep person re-identification

no code implementations • 17 Nov 2017 • Fuqing Zhu, Xiangwei Kong, Haiyan Fu, Qi Tian

A small proportion of these retrieved samples are randomly selected as the Pseudo Positive samples and added to the target training set for the supervised CNN training.

Data Augmentation Person Re-Identification

Part-based Deep Hashing for Large-scale Person Re-identification

no code implementations • 5 May 2017 • Fuqing Zhu, Xiangwei Kong, Liang Zheng, Haiyan Fu, Qi Tian

In the experiment, we show that the proposed Part-based Deep Hashing method yields very competitive re-id accuracy on the large-scale Market-1501 and Market-1501+500K datasets.

Deep Hashing Large-Scale Person Re-Identification