@article{improvingdescriptionbasedpersonre, title = {Improving Description-based Person Re-identification by Multi-granularity Image-text Alignments}, author = {Kai Niu and Yan Huang and Wanli Ouyang and Liang Wang}, year = {2019}, eprint = {1906.09610}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1906.09610v1}, }