[Xuelin]
Hi! I am currently a sixth-year Ph.D. student at Fudan University, under the supervision of Prof. Yanwei Fu and Prof. Xiangyang Xue.
I received my Bachelor's degree from Xidian University in 2015, and majored in Mathematics and Applied Mathematics during my undergraduate study.
More details can be found in my CV.
Email: xlqian15 at fudan dot edu dot cn or xuelinq92 at gmail dot com
Research Interest
My research interests span computer vision, machine learning and deep learning. At present, I devote to the research of person re-identification, few-shot learning, face recognition, image generation, computer-aided diagnosis and object counting.
Open-source projects can be found at my GitHub, and publications can be found at Google Scholar.
News
One paper is accepted by JBHI 2020. M3Lung-Sys. [Project Page]
One paper is accepted in ACCV 2020 as Oral Presentation. LTCC. [Dataset]
We have released the code for TPAMI 2019 paper. MuDeep_V2. [Code]
We have released the LTCC ReID dataset of our work "Long-term Cloth-changing Person Re-identification". LTCC. [Dataset]
We have released a new makeup face verification dataset. FM2u-Net. [Dataset]
We have released a new cloth-changed ReID dataset. VC-Clothes Dataset. [Dataset]
One paper is accepted by CVPR 2020. FM2u-Net.
One paper is accepted by CVPR Workshop 2020. Cloth-changed ReID.
One paper is accepted by TPAMI 2019. MuDeep_V2.
One paper is accepted by ECCV 2018. PN-GAN. [Code]
One paper is accepted by ICCV 2017. MuDeep_V1. [Code]

Publications
[M3Lung-Sys]
M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging
Xuelin Qian, Huazhu Fu, Weiya Shi, Tao Chen, Yanwei Fu, Fei Shan, Xiangyang Xue.
IEEE Journal of Biomedical and Health Informatics (JBHI), 2020
[Paper] [Project Page]
[LTCC]
Long-Term Cloth-Changing Person Re-identification
Xuelin Qian, Wenxuan Wang, Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue.
Asian Conference on Computer Vision (ACCV), 2020 (Oral)
[Paper] [Project Page] [Dataset]
[FMMu-Net]
FM2u-Net: Face Morphological Multi-branch Network for Makeup-invariant Face Verification
Wenxuan Wang, Yanwei Fu, Xuelin Qian, Yu-Gang Jiang, Tian Qi, Xiangyang Xue.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[Paper] [Project Page] [Dataset Google Drive]
[VC-Clothes]
When Person Re-identification Meets Changing Clothes
Fangbin Wan, Yang Wu, Xuelin Qian, Yixiong Chen, Yanwei Fu.
15th IEEE Computer Society Workshop on Biometrics 2020, In conjunction with the IEEE Conference on Computer Vision and Pattern Recognition (CVPRW), 2020
[Paper] [Project Page] [Dataset Google Drive]
[MuDeep_V2]
Leader-based Multi-Scale Attention Deep Architecture for Person Re-identification
Xuelin Qian, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue.
IEEE transactions on pattern analysis and machine intelligence (TPAMI), 2019
[Paper] [Project Page] [Code]
[PN-GAN]
Pose-Normalized Image Generation for Person Re-identification
Xuelin Qian, Yanwei Fu, Tao Xiang, Wenxuan Wang, Jie Qiu, Yang Wu, Yu-Gang Jiang, Xiangyang Xue.
Proceedings of the European Conference on Computer Vision (ECCV), 2018
[Paper] [Code]
[Scsp]
Scsp: Spectral clustering filter pruning with soft self-adaption manners
Huiyuan Zhuo, Xuelin Qian, Yanwei Fu, Heng Yang, Xiangyang Xue.
arXiv preprint arXiv:1806.05320, 2018
[Paper]
[MuDeep]
Multi-scale deep learning architectures for person re-identification
Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue.
Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2017
[Paper] [Code]
Academic Activities
Conference reviewer: CVPR, ECCV, ICCV, NeurIPS, AAAI, ACM MM, IJCAI, WACV, ACCV.
Journal reviewer: TMM, JBHI.


© Xuelin Qian | Last updated: 29/11/2020