张立和, 教授, 博士生导师. 长期从事图像理解与识别、计算机视觉、多媒体信息安全方面的教学与科研工作。在本领域顶级会议CVPR/ICCV/ECCV和期刊IEEE TPAMI/IEEE TIP/《电子学报》/《软件学报》等发表论文50余篇，论文入选CVPR2013、ICCV2013被引TOP3和TOP15。谷歌学术引用8000余次，单篇最高被引2400余次。主持科技创新2030“新一代人工智能”重大项目子课题，国自然面上基金3项，部级JG项目2项，省市科研项目和企事业委托项目十多项。获教育部自然科学二等奖。

谷歌学术：https://scholar.google.com/citations?user=XGPdQbIAAAAJ

个人主页：https://lihezhang-dut.github.io/ （很久没更新了）

今年硕士招生名额未满，欢迎有追求、肯努力、能坚持的同学加入！

Publications (Partial)：

会议

• Sun, Jiayu; Ke, Zhanghan; Xu, Ke; Shao, Fan; Zhang, Lihe; Lu, Huchan; W.H. Lau, Rynson. Semantics-Adding Flaw-Erasing Network for Semantic Human Matting, BMVC, 2022. (Oral)
  

• Youwei Pang, Xiaoqi Zhao, Tianzhu Xiang, Lihe Zhang, Huchuan Lu, Zoom In and out: A mixed-scale triplet network for camouflaged object detection, CVPR, 2022. (code)
  

• Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Xiang Ruan. Self-supervised representation learning for RGB-D salient object detection, AAAI, 2022. (code)
  

• Guang Feng, Zhiwei Hu, Lihe Zhang, Huchuan Lu. Encoder fusion network with co-attention embedding for referring image segmentation, CVPR, 2021. (code)
  

• Xiaoqi Zhao, Youwei Pang, Jiaxin Yang, Lihe Zhang, Huchuan Lu. Multi-source fusion and automatic predictor selection for zero-shot video object segmentation, ACM MM, 2021. (Oral) (code)
  

• Xiaoqi Zhao, Lihe Zhang, Huchuan Lu. Automatic polyp segmentation via multi-scale subtraction network, MICCAI, 2021. (code)
  

• Zhiwei Hu, Guang Feng, Jiayu Sun, Lihe Zhang, Huchuan Lu. Bi-directional relationship inferring network for referring image segmentation, CVPR, 2020. (code)
  

• Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu. Multi-scale interactive network for salient object detection, CVPR, 2020. (code)
  

• Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Lei Zhang. Suppress and balance: A simple gated network for salient object detection, ECCV, 2020. (Oral) (code)
  

• Xiaoqi Zhao, Lihe Zhang, Youwei Pang, Huchuan Lu, Lei Zhang. A single stream network for robust and real-time RGB-D salient object detection, ECCV, 2020. (code)
  

• Youwei Pang, Lihe Zhang, Xiaoqi Zhao, Huchuan Lu. Hierarchical dynamic filtering network for RGB-D salient object detection, ECCV, 2020. (code)
  

• Tiantian Wang, Yongri Piao, Xiao Li, Lihe Zhang, Huchuan Lu. Deep learning for light field saliency detection, ICCV, 2019. (code)
  

• Yu Zeng, Yunzhi Zhuge, Huchuan Lu, Lihe Zhang. Joint learning of saliency detection and weakly supervised semantic segmentation, ICCV, 2019. (code)
  

• Yu Zeng, Yunzhi Zhuge, Huchuan Lu, Lihe Zhang, Mingyang Qian, Y Yu. Multi-source weak supervision for saliency detection, CVPR, 2019. (code)
  

• Tiantian Wang, Lihe Zhang, Shuo Wang, Huchuan Lu, Ali Borji. Detect globally, refine locally: a novel approach to saliency detection, CVPR, 2018. (code)
  

• Yu Zeng, Huchuan Lu, Lihe Zhang, Mengyang Feng, Ali Borji. Learning to promote saliency detectors, CVPR, 2018. (code)
  

• Tiantian Wang, Ali Borji, Lihe Zhang, Pingping Zhang, Huchuan Lu, A Stagewise refinement model for detecting salient objects in images, ICCV, 2017. (code)
  

• Tiantian Wang, Lihe Zhang, Huchuan Lu, Chong Sun, Jinqing Qi, Kernelized subspace ranking for saliency detection, ECCV, 2016. (code)
  

• Xiaohui Li, Huchuan Lu, Lihe Zhang, Xiang Ruan, Ming-Hsuan Yang. Saliency detection via dense and sparse reconstruction, ICCV, 2013. (code)
  

• Bowen Jiang, Lihe Zhang, Huchuan Lu, Chuan Yang, Ming-Hsuan Yang. Saliency detection via absorbing Markov Chain, ICCV, 2013. (code)
  

• Chuan Yang, Lihe Zhang, Huchuan Lu, Ming-Hsuan Yang. Saliency detection via graph-based manifold ranking, CVPR, 2013. (code)
  

期刊

• Feng, Guang; Zhang, Lihe; Sun, Jiayu; Hu, Zhiwei; Lu, Huchuan. Referring Segmentation via Encoder-Fused Cross-Modal Attention Network, IEEE Trans. Pattern Anal. Mach. Intell., 2022, Online. (code)
  

• Pang, Youwei; Zhao, Xiaoqi; Zhang, Lihe; Lu, Huchuan. CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection, IEEE Trans. Image Process., 2022, Online. (code)

• Zhao, Xiaoqi; Pang, Youwei, Zhang, Lihe; Lu, Huchuan. Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction, IEEE Trans. Image Process., 2022, Online. (code)
  

• Guang Feng, Lihe Zhang, Zhiwei Hu, Huchuan Lu, Learning from box annotations for referring image segmentation, IEEE Trans. Neural Netw. Learn. Syst., Online, 2022. (code)

• Hongshuang Zhang, Yu Zeng, Huchuan Lu, Lihe Zhang, Jianhua Li, Jinqing Qi, Learning to detect salient object with multi-source weak supervision, IEEE Trans. Pattern Anal. Mach. Intell., 44(7), 3577-3589, 2022.

• Guang Feng, Jinyu Meng, Lihe Zhang, Huchuan Lu, Encoder deep interleaved network with multi-scale aggregation for RGB-D salient object detection, Pattern Recognition. 128, 1-11, 2022.

• Guang Feng, Zhiwei Hu, Lihe Zhang, Jiayu Sun, Huchuan Lu. Bidirectional relationship inferring network for referring image localization and segmentation, IEEE Trans. Neural Netw. Learn. Syst., Online, 2021. (code)
  

• Lihe Zhang, Jiayu Sun, Tiantian Wang, Yifan Min and Huchuan Lu. Visual saliency detection via kernelized subspace ranking with active learning. IEEE Trans. Image Process., 29(1): 2258-2270, 2020.

• Lihe Zhang, Jie Wu, Tiantian Wang, Ali Borji, Guohua Wei and Huchuan Lu. A multistage refinement network for salient object detection. IEEE Trans. Image Process., 29(1): 3534-3545, 2020.

• Mingyang Qian, Jinqing Qi, Lihe Zhang, Mengyang Feng, Huchuan Lu. Language-aware weak supervision for salient object detection, Pattern Recognition, 96, 1-11, 2019.

• Lihe Zhang, Jianwu Ai, Bowen Jiang, Huchuan Lu, Xiukui Li. Saliency detection via absorbing Markov chain with learnt transition probability, IEEE Trans. Image Process., 27(2), 987-998, 2018.

• Fang Huang, Jingqing Qi, Huchuan Lu, Lihe Zhang, Xiang Ruan, Salient object detection via multiple instance learning, IEEE Trans. Image Process., 26(4), 1911-1922, 2017.

• Lihe Zhang, Chuan Yang, Huchuan Lu, Xiang Ruan, Ming-hsuan Yang, Ranking saliency, IEEE Trans. Pattern Anal. Mach. Intell., 39(9), 1892-1904, 2017.

• Lihe Zhang, Huchuan Lu, Dandan Du, Luning Liu. Sparse Hashing Tracking, IEEE Trans. Image Process. 25(2), 840-849, 2016.

• Dandan Du, Lihe Zhang, Huchuan Lu, Xue Mei, Xiaoli Li. Discriminative hash tracking with group sparsity, IEEE Trans. Cybernetics, 46(8), 1914-1925, 2016.

• Ying Zhang, Huchuan Lu, Lihe Zhang, Xiang Ruan, Shun Sakai. Video anomaly detection based on locality sensitive hashing filters, Pattern Recognition, 59, 302-311, 2016.

• Ying Zhang, Huchuan Lu, Lihe Zhang, Xiang Ruan. Combining motion and appearance cues for anomaly detection, Pattern Recognition, 51, 443-452, 2016.

• Huchuan Lu, Xiaohui Li, Lihe Zhang, Xiang Ruan, Ming-Hsuan Yang. Dense and sparse reconstruction error based saliency descriptor, IEEE Trans. Image Process., 25(4), 1592-1603, 2016.

• Chuan Yang, Lihe Zhang, Huchuan Lu. Graph-regularized saliency detection with convex -hull-based prior, IEEE Signal Process. Lett., 20(7), 637-640, 2013.
  

• 1995.9 -- 1999.7

  哈尔滨工程大学 光电子技术 学士

• 2001.9 -- 2004.7

  北京邮电大学 信号与信息处理 博士

• 1999.9 -- 2001.7

  哈尔滨工程大学 信号与信息处理 硕士

• 2004.7 -- 至今

  开云平台首页 电信学院教师

• [1] 计算机视觉
• [2] 模式识别