Learning geodesic CRF model for image segmentation. - Lei Zhou 003; Yu Qiao 001; Jie Yang 002; Xiangjian He (ICIP, 2012)

An active contour model based on multiple boundary measures. - Lei Zhou 003; Yu Qiao 001; Jie Yang 002; Yonghui Gao (ICIP, 2013)

Salient Object Segmentation Based on Automatic Labeling. - Lei Zhou 003; Chen Gong 002; Yijun Li 003; Yu Qiao 001; Jie Yang 002; Nikola K. Kasabov (ICONIP (3), 2013)

Saliency detection based on extended boundary prior with foci of attention. - Yijun Li 003; Keren Fu; Lei Zhou 003; Yu Qiao 001; Jie Yang 002; Bai Li (ICASSP, 2014)

Saliency driven clustering for salient object detection. - Lei Zhou 003; Yijun Li 003; Yi Peng Song; Yu Qiao 001; Jie Yang 002 (ICASSP, 2014)

Saliency detection via foreground rendering and background exclusion. - Yijun Li 003; Keren Fu; Lei Zhou 003; Yu Qiao 001; Jie Yang 002 (ICIP, 2014)

Unsupervised Segmentation Using Cluster Ensembles. - Wei Zhang; Jie Yang 002; Wenjing Jia; Nikola K. Kasabov; Zhenhong Jia; Lei Zhou 003 (ICONIP (3), 2014)

Interactive segmentation based on iterative learning for multiple-feature fusion. - Lei Zhou 003; Yu Qiao 003; Yijun Li 003; Xiangjian He; Jie Yang 002 (Neurocomputing, 2014)

Bayesian salient object detection based on saliency driven clustering. - Lei Zhou 003; Keren Fu; Yijun Li 003; Yu Qiao 001; Xiangjian He; Jie Yang 002 (Signal Process. Image Commun., 2014)

On feature-specific parameter learning in conditional random field-based approach for interactive object segmentation. - Lei Zhou 003; Yijun Li 003; Rocky Zhou; Yu Qiao 001; Jie Yang 002; Yonghui Gao (J. Electronic Imaging, 2015)

Scalable Semi-Supervised Classification via Neumann Series. - Chen Gong 002; Keren Fu; Lei Zhou 003; Jie Yang 002; Xiangjian He (Neural Process. Lett., 2015)

Abnormal event detection using spatio-temporal feature and nonnegative locality-constrained linear coding. - Yu Zhao 034; Lei Zhou 003; Keren Fu; Jie Yang 002 (ICIP, 2016)

Automatic hemorrhage detection in color fundus images based on gradual removal of vascular branches. - Lei Zhou 003; Penglin Li; Qi Yu 008; Yu Qiao 003; Jie Yang 002 (ICIP, 2016)

Learning a Discriminative Dictionary with CNN for Image Classification. - Shuai Yu; Tao Zhang 010; Chao Ma 005; Lei Zhou 003; Jie Yang 002; Xiangjian He (ICONIP (2), 2016)

Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications. - 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 003; et al. (Neural Networks, 2016)

Self-paced least square semi-coupled dictionary learning for person re-identification. - Wei Xu 050; Haoyuan Chi; Lei Zhou 003; Xiaolin Huang; Jie Yang 002 (ICIP, 2017)

Improving dense conditional random field for retinal vessel segmentation by discriminative feature learning and thin-vessel enhancement. - Lei Zhou 003; Qi Yu 008; Xun Xu; Yun Gu; Jie Yang 002 (Comput. Methods Programs Biomed., 2017)

Face Parsing via a Fully-Convolutional Continuous CRF Neural Network. - Lei Zhou 003; Zhi Liu 003; Xiangjian He (CoRR, 2017)

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. - Nikola K. Kasabov; Lei Zhou 003; Maryam Gholami Doborjeh; Zohreh Gholami Doborjeh; Jie Yang 002 (IEEE Trans. Cogn. Dev. Syst., 2017)

Temporal Hallucinating for Action Recognition With Few Still Images. - Yali Wang 001; Lei Zhou 003; Yu Qiao 001 (CVPR, 2018)

An Improved Segmentation for Raw G-Band Chromosome Images. - Ibrahim Can Yilmaz; Jie Yang 002; Emrecan Altinsoy; Lei Zhou 003 (ICSAI, 2018)

Deep multiple instance learning for automatic detection of diabetic retinopathy in retinal images. - Lei Zhou 003; Yu Zhao 034; Jie Yang 002; Qi Yu 008; Xun Xu (IET Image Process., 2018)

Adaptive Pyramid Context Network for Semantic Segmentation. - Junjun He; Zhongying Deng; Lei Zhou 003; Yali Wang 001; Yu Qiao 001 (CVPR, 2019)

Superpixel based continuous conditional random field neural network for semantic segmentation. - Lei Zhou 003; Keren Fu; Zhi Liu 003; Fan Zhang; Zhimin Yin; Jianli Zheng (Neurocomputing, 2019)

Weakly supervised instance segmentation using multi-stage erasing refinement and saliency-guided proposals ordering. - Zheng Hu; Zhi Liu 003; Gongyang Li; Linwei Ye; Lei Zhou 003; Yang Wang 003 (J. Vis. Commun. Image Represent., 2020)

FC-RCCN: Fully convolutional residual continuous CRF network for semantic segmentation. - Lei Zhou 003; Xiangyong Kong; Chen Gong 002; Fan Zhang; Xiaoguo Zhang (Pattern Recognit. Lett., 2020)

SAL: Selection and Attention Losses for Weakly Supervised Semantic Segmentation. - Lei Zhou 003; Chen Gong 002; Zhi Liu 003; Keren Fu (IEEE Trans. Multim., 2021)

Three-dimensional affinity learning based multi-branch ensemble network for breast tumor segmentation in MRI. - Lei Zhou 003; Shuai Wang; Kun Sun; Tao Zhou 002; Fuhua Yan; Dinggang Shen (Pattern Recognit., 2022)

Multi-scale Attention Enhancement for Arbitrary Style Transfer via Contrast Learning. - Lei Zhou 003; Tao Zhang 010 (ICCAI, 2023)

AttCST: attention improves style transfer via contrastive learning. - Lei Zhou 003; Tao Zhang 010 (J. Electronic Imaging, 2023)

A robust and efficient AI assistant for breast tumor segmentation from DCE-MRI via a spatial-temporal framework. - Jiadong Zhang; Zhiming Cui; Zhenwei Shi; Yingjia Jiang; Zhiliang Zhang; Xiaoting Dai; Zhenlu Yang; Yuning Gu; Lei Zhou 003; Chu Han; Xiaomei Huang; Chenglu Ke; et al. (Patterns, 2023)

Modality-Specific Information Disentanglement From Multi-Parametric MRI for Breast Tumor Segmentation and Computer-Aided Diagnosis. - Qianqian Chen; Jiadong Zhang; Runqi Meng; Lei Zhou 003; Zhenhui Li; Qianjin Feng; Dinggang Shen (IEEE Trans. Medical Imaging, 2024)

Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI. - Lei Zhou 003; Yuzhong Zhang; Jiadong Zhang; Xuejun Qian; Chen Gong 002; Kun Sun; Zhongxiang Ding; Xing Wang; Zhenhui Li; Zaiyi Liu; Dinggang Shen (IEEE Trans. Medical Imaging, 2025)