Research Topic

  • Person Re-identification
  • Pedestrian Detection
  • Multi-Objct Tracking
  • Domain Adaptation
  • Zero-Shot Learning
  • Fine-Grained Visual Categorization
  • News

  • 2021.1, one paper on Person Re-identification accepted by IEEE T-MM.
  • 2020.12, one paper on Cross-Domain Pedestrian Detection accepted by IEEE T-IP.
  • 2020.11, one paper on person search accepted by IEEE T-IP
  • 2020.10, one paper on zero-shot learning accepted by IEEE T-MM
  • 2020.10, one paper on multi-objct tracking accepted by IEEE T-CSVT
  • 2020.9, one paper on Hierarchical Granularity Transfer Learning accepted by NIPS 2020.
  • 2020.6, one paper on person re-identification accepted by ACM TOMM
  • 2020.6, one paper on pedestrian detection accepted by IEEE T-CSVT
  • 2020.3, one paper on zero-shot learning accepted by CVPR 2020
  • 2020.3, one paper on domain adaptation accepted by ICME 2020
  • 2020.2, one paper on fine-grained visual categorization accepted by IEEE T-IP
  • Publications

  • Hantao Yao , Changsheng Xu: Joint Person Objectness and Repulsion for Person Search. IEEE Trans. Image Process. 30: 685-696 (2021)
  • Shaobo Min, Hongtao Xie, Hantao Yao*, Xuran Deng, Zheng-Jun Zha, Yongdong Zhang: Hierarchical Granularity Transfer Learning. NeurIPS 2020
  • Yukun Zuo, Hantao Yao, Changsheng Xu: Category-Level Adversarial Self-Ensembling for Domain Adaptation. ICME 2020: 1-6
  • Shaobo Min, Hantao Yao, Hongtao Xie, Chaoqun Wang, Zheng-Jun Zha, Yongdong Zhang: Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning. CVPR 2020: 12661-12670
  • Yaoyu Li, Hantao Yao, Tianzhu Zhang, and Changsheng Xu. 2020. Part-based Structured Representation Learning for Person Re-identification. ACM Trans. Multimedia Comput. Commun. Appl. 16, 4, Article 134
  • Sisi You, Hantao Yao, Changsheng Xu, "Multi-Target Multi-Camera Tracking with Optical-based Pose Association," in IEEE Transactions on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2020.3036467.
  • S. Min, Hantao Yao, H. Xie, Z. -J. Zha and Y. Zhang, "Domain-Oriented Semantic Embedding for Zero-Shot Learning," in IEEE Transactions on Multimedia, doi: 10.1109/TMM.2020.3033124.
  • Y. Jiao, Hantao Yao and C. Xu, "PEN: Pose-Embedding Network for Pedestrian Detection," in IEEE Transactions on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2020.3000223.
  • Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: Multi-Objective Matrix Normalization for Fine-Grained Visual Recognition. IEEE Trans. Image Process. 29: 4996-5009 (2020)
  • Shaobo Min, Hantao Yao, Hongtao Xie, Chaoqun Wang, Zheng-Jun Zha, Yongdong Zhang: Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning. CVPR 2020: 12661-12670
  • Longhui Wei, Shiliang Zhang, Hantao Yao, Wen Gao, Qi Tian: GLAD: Global-Local-Alignment Descriptor for Scalable Person Re-Identification. IEEE Trans. Multim. 21(4): 986-999 (2019)
  • Hantao Yao, Shiliang Zhang, Richang Hong, Yongdong Zhang, Changsheng Xu, Qi Tian: Deep Representation Learning With Part Loss for Person Re-Identification. IEEE Trans. Image Process. 28(6): 2860-2871 (2019)
  • Hantao Yao, Feng Dai, Shiliang Zhang, Yongdong Zhang, Qi Tian, Changsheng Xu: DR2-Net: Deep Residual Reconstruction Network for image compressive sensing. Neurocomputing 359: 483-493 (2019)
  • Shaobo Min, Hongtao Xie, Youliang Tian, Hantao Yao, Yongdong Zhang:Adaptive Bilinear Pooling for Fine-grained Representation Learning. MMAsia 2019: 2:1-2:6
  • Hantao Yao, Shiliang Zhang, Chenggang Yan, Yongdong Zhang, Jintao Li, Qi Tian: AutoBD: Automated Bi-Level Description for Scalable Fine-Grained Visual Categorization. IEEE Trans. Image Process. 27(1): 10-23 (2018)
  • Yaoyu Li, Hantao Yao, Lingyu Duan, Hanxing Yao, Changsheng Xu: Adaptive Feature Fusion via Graph Neural Network for Person Re-identification. ACM Multimedia 2019: 2115-2123
  • Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: Domain-Specific Embedding Network for Zero-Shot Recognition. ACM Multimedia 2019: 2070-2078
  • Hantao Yao, Shiliang Zhang, Yongdong Zhang, Jintao Li, Qi Tian: One-Shot Fine-Grained Instance Retrieval. ACM Multimedia 2017: 342-350
  • Longhui Wei, Shiliang Zhang, Hantao Yao, Wen Gao, Qi Tian: GLAD: Global-Local-Alignment Descriptor for Pedestrian Retrieval. ACM Multimedia 2017: 420-428
  • Hantao Yao, Shiliang Zhang, Dongming Zhang, Yongdong Zhang, Jintao Li, Yu Wang, Qi Tian: Large-scale person re-identification as retrieval. ICME 2017: 1440-1445
  • Hantao Yao, Dongming Zhang, Jintao Li, Jianshe Zhou, Shiliang Zhang, Yongdong Zhang: DSP: Discriminative Spatial Part modeling for Fine-Grained Visual Categorization. Image Vis. Comput. 63: 24-37 (2017)
  • Hantao Yao, Shiliang Zhang, Yongdong Zhang, Jintao Li, Qi Tian: Coarse-to-Fine Description for Fine-Grained Visual Categorization. IEEE Trans. Image Process. 25(10): 4858-4872 (2016)
  • Hantao Yao, Shiliang Zhang, Fei Xie, Yongdong Zhang, Dongming Zhang, Yu Su, Qi Tian: Orientational Spatial Part Modeling for Fine-Grained Visual Categorization. IEEE MS 2015: 360-367
  • Services

  • Reviewer of IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • Reviewer of IEEE Transactions on Image Processing (T-IP)
  • Reviewer of International Journal of Computer Vision (IJCV)
  • Reviewer of IEEE Transactions on Multimedia (T-MM)
  • Reviewer of AAAI/CVPR/MM/ICME