Lei Zhou

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 12

Top Topics

Diabetic Retinopathy

Parameter Learning

Saliency Detection

Top Venues

Publications

Lei Zhou, Xiangyong Kong, Chen Gong, Fan Zhang, Xiaoguo Zhang
FC-RCCN: Fully convolutional residual continuous CRF network for semantic segmentation. Pattern Recognit. Lett. 130 (2020)
Lei Zhou, Keren Fu, Zhi Liu, Fan Zhang, Zhimin Yin, Jianli Zheng
Superpixel based continuous conditional random field neural network for semantic segmentation. Neurocomputing 340 (2019)
Lei Zhou, Yu Zhao, Jie Yang, Qi Yu, Xun Xu
Deep multiple instance learning for automatic detection of diabetic retinopathy in retinal images. IET Image Process. 12 (4) (2018)
Lei Zhou, Qi Yu, Xun Xu, Yun Gu, Jie Yang
Improving dense conditional random field for retinal vessel segmentation by discriminative feature learning and thin-vessel enhancement. Comput. Methods Programs Biomed. 148 (2017)
Nikola K. Kasabov, Lei Zhou, Maryam Gholami Doborjeh, Zohreh Gholami Doborjeh, Jie Yang
New Algorithms for Encoding, Learning and Classification of fMRI Data in a Spiking Neural Network Architecture: A Case on Modeling and Understanding of Dynamic Cognitive Processes. IEEE Trans. Cogn. Dev. Syst. 9 (4) (2017)
Wei Xu, Haoyuan Chi, Lei Zhou, Xiaolin Huang, Jie Yang
Self-paced least square semi-coupled dictionary learning for person re-identification. ICIP (2017)
Lei Zhou, Penglin Li, Qi Yu, Yu Qiao, Jie Yang
Automatic hemorrhage detection in color fundus images based on gradual removal of vascular branches. ICIP (2016)
Nikola K. Kasabov, Nathan Matthew Scott, Enmei Tu, Stefan Marks, Neelava Sengupta, Elisa Capecci, Muhaini Othman, Maryam Gholami Doborjeh, Norhanifah Murli, Reggio N. Hartono, Josafath Israel Espinosa Ramos, Lei Zhou, Fahad Bashir Alvi, Grace Y. Wang, Denise Taylor, Valery Feigin, Sergei Gulyaev, Mahmoud S. Mahmoud, Zeng-Guang Hou, Jie Yang
Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications. Neural Networks 78 (2016)
Shuai Yu, Tao Zhang, Chao Ma, Lei Zhou, Jie Yang, Xiangjian He
Learning a Discriminative Dictionary with CNN for Image Classification. ICONIP (2) (2016)
Yu Zhao, Lei Zhou, Keren Fu, Jie Yang
Abnormal event detection using spatio-temporal feature and nonnegative locality-constrained linear coding. ICIP (2016)
Chen Gong, Keren Fu, Lei Zhou, Jie Yang, Xiangjian He
Scalable Semi-Supervised Classification via Neumann Series. Neural Process. Lett. 42 (1) (2015)
Lei Zhou, Yijun Li, Rocky Zhou, Yu Qiao, Jie Yang, Yonghui Gao
On feature-specific parameter learning in conditional random field-based approach for interactive object segmentation. J. Electronic Imaging 24 (2) (2015)
Yijun Li, Keren Fu, Lei Zhou, Yu Qiao, Jie Yang
Saliency detection via foreground rendering and background exclusion. ICIP (2014)
Lei Zhou, Yu Qiao, YiJun Li, Xiangjian He, Jie Yang
Interactive segmentation based on iterative learning for multiple-feature fusion. Neurocomputing 135 (2014)
YiJun Li, Keren Fu, Lei Zhou, Yu Qiao, Jie Yang, Bai Li
Saliency detection based on extended boundary prior with foci of attention. ICASSP (2014)
Lei Zhou, Keren Fu, YiJun Li, Yu Qiao, Xiangjian He, Jie Yang
Bayesian salient object detection based on saliency driven clustering. Signal Process. Image Commun. 29 (3) (2014)
Wei Zhang, Jie Yang, Wenjing Jia, Nikola K. Kasabov, Zhenhong Jia, Lei Zhou
Unsupervised Segmentation Using Cluster Ensembles. ICONIP (3) (2014)
Lei Zhou, YiJun Li, Yi Peng Song, Yu Qiao, Jie Yang
Saliency driven clustering for salient object detection. ICASSP (2014)
Lei Zhou, Yu Qiao, Jie Yang, Yonghui Gao
An active contour model based on multiple boundary measures. ICIP (2013)
Lei Zhou, Chen Gong, YiJun Li, Yu Qiao, Jie Yang, Nikola K. Kasabov
Salient Object Segmentation Based on Automatic Labeling. ICONIP (3) (2013)
Lei Zhou, Yu Qiao, Jie Yang, Xiangjian He
Learning geodesic CRF model for image segmentation. ICIP (2012)