目前的研究兴趣主要集中于交互式分割、语义分割和图像全景分割,代表性论文:
丁宗元,孙权森,王涛*,王洪元.基于融合多尺度标记信息的深度交互式图像分割.计算机研究与发展,2021,58(8):1705-1717.
Zongyuan Ding, Tao Wang*, Quansen Sun, Qiongjie Cui, Fuhua Chen. A dual-stream framework guided by adaptive Gaussian maps for interactive image segmentation. Knowledge-Based Systems, 2021, 223: 107033.
Zongyuan Ding, Tao Wang*, Quansen Sun, Hongyuan Wang. Adaptive fusion with multi-scale features for interactive image segmentation. Applied Intelligence, 2021.
Tao Wang, Zexuan Ji, Jian Yang, Quansen Sun, Peng Fu. Global Manifold Learning for Interactive Image Segmentation. IEEE Transactions on Multimedia, 2021.
Tao Wang, Zexuan Ji, Jian Yang, Quansen Sun, Xiaobo Shen, Zhenwen Ren, Qi Ge. Label group diffusion for image and image pair segmentation. Pattern Recognition, 2021.
Tao Wang, Shengzhe Qi, Zexuan Ji, Quansen Sun, Peng Fu, Qi Ge. Error-tolerant label prior for interactive image segmentation. Information Sciences, 2020, 538: 384-395.
Tao Wang, Jian Yang, Zexuan Ji, Quansen Sun. Probabilistic Diffusion for Interactive Image Segmentation. IEEE Transactions on Image Processing, 2019, 28(1): 330-342.
Tao Wang, Zexuan Ji, Quansen Sun, Qiang Chen, Xiaoyuan Jing. Interactive multi-label image segmentation via robust multi-layer graph constraints. IEEE Transactions on Multimedia, 2016, 18(12):2358-2371.
Tao Wang, Zexuan Ji, Quansen Sun, Qiang Chen, Shengchen Yu, Wen Fan, Songtao Yuan, Qinghuai Liu. Label propagation and higher-order constraint-based segmentation of fluid-associated regions in retinal SD-OCT images. Information Sciences, 2016, 358:92-111.
Tao Wang, Quansen Sun, Zexuan Ji, Qiang Chen, Peng Fu. Multi-layer graph constraints for interactive image segmentation via game theory. Pattern Recognition, 2016, 55(C):28-44.