基本信息

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雷涛 教授 博士生导师

            IEEE 高级会员

 

指导学科

博士方向:轻工信息与人工智能
硕士学科:人工智能技术

                 电子信息

                 软件工程

 

联系方式

电子邮箱:leitaoly@163.com办公地点:实验楼2B-519

 

论文成果 Publicationshttps://zz.glgoo.top/citations?hl=zh-CN&user=nLpRqykAAAAJ

 代表论文

1.  Tao Lei*, Peng Liu, Xiaohong Jia, Xuande Zhang, Hongying Meng and Asoke K. Nandi," Automatic fuzzy clustering framework for image segmentation," IEEE Transactions on Fuzzy Systems, vol. 28, no. 9, pp. 2078-2092, September, 2020. [PDF] [Code]

2.  Tao Lei*,  Xiaohong Jia, Tongliang Liu, Shigang Liu, Hongying Meng and Asoke K. Nandi," Adaptive morphological reconstruction for seeded image segmentation," IEEE Transactions on Image Processing, vol. 28, no. 11, pp. 5510-5523, Nov., 2019.  [PDF] [Code]

3.  Tao Lei* , Xiaohong Jia, Yanning Zhang, Shigang Liu, Hongying Meng and Asoke K. Nandi, "Superpixel-based Fast fuzzy c-means clustering algorithms for color image segmentation," IEEE Transactions on Fuzzy Systems, vol. 27, no. 9, pp. 1753-1766, Sept. 2019.[PDF] [Code] 

4.  Tao Lei* , Xiaohong Jia, Yanning Zhang, Lifeng He, Hongying Meng, Asoke K. Nandi, "Significantly fast and robust fuzzy c-means clustering algorithms based on morphological reconstruction and membership filtering," IEEE Transactions on Fuzzy Systems, vol. 26, no. 5, pp. 3027-3041, Oct. 2018. [PDF] [Code]

2021年

1. Tao Lei* , Risheng Wang, Yuxiao Zhang, Xiaogang Du and Asoke K. Nandi, "DefEnCe-Net: Deformable Encoding Context Network for Liver and Liver-Tumor Segmentation, IEEE Transactions on Radiation and Plasma Medical Sciences, doi: 10.1109/TRPMS.2021.3059780.

2. Dinghua Xue, Tao Lei*, Xiaohong Jia, Xingwu Wang and Asoke K. Nandi, "Unsupervised Change Detection Using Multi-Scale and Multi-Resolution Gaussian-Mixture-Model Guided by Saliency Enhancement, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 1796-1809, 2021, December 23. doi: 10.1109/JSTARS.2020.3046838.

3. Weihua Liu, Wei Chen, Tao Lei* and Asoke K. Nandi, "Data Mixture based Two-stage Cascade Framework for Multi-Modality Face Anti-Spoofing, IEEE Transactions on Cognitive and Developmental Systems, doi: 10.1109/TCDS.2021.3064679. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9372969

4. Risheng Wang, Wenzheng Zhou, Tao Lei*, Qi Wang, Hongying Meng and Asoke K. Nandi, "Lightweight Non-local Network for image super-resolution," ICASSP2021, Toronto, Onatrio, Canada, June 6-11 2021. (CCF-B类会议,信号处理顶级会议)

2020年

1. Xiaohong Jia, Tao Lei* , Peng Liu, Dinghua Xue, Hongying Meng, and Asoke K. Nandi,“Fast and automatic image segmentation using superpixel-based graph clustering,” IEEE Access, 2020. vol. 28, no. 9, pp. 2078-2092, September, 2020.

2.  Tao Lei* , Peng Liu, Xiaohong Jia, Xuande Zhang, Hongying Meng and Asoke K. Nandi," Automatic fuzzy clustering framework for image segmentation," IEEE Transactions on Fuzzy Systems, vol. 28, no. 9, pp. 2078-2092, September, 2020.

3. 雷涛* ,李云彤, 周文政, 袁启斌, 王成兵, 张小红, "数据与模型联合驱动的陶瓷材料晶粒分割",自动化学报DOI:10.16383/j.aas.c200277

4. Xiaohong Jia, Tao Lei* , Xiaogang Du, Shigang Liu, Hongying Meng, and Asoke K. Nandi, "Robust self-sparse fuzzy clustering for image segmentation," IEEE Access, vol. 8, pp.146182-146195, 2020.[PDF] [Code]

5. Tao Lei* , Wenzheng Zhou, Yuxiao zhang, Risheng Wang, Hongying Meng and Asoke K. Nandi, "Lightweight V-Net for Liver Segmentation," ICASSP2020, Bacarona, Spain, May 4-8 2020. (CCF-B类会议,https://sigport.org/documents/lightweight-v-net-liver-segmentation)

2019

1.  Huaixing Wen, Wei Wang, Weike Wang, Jinbu Su, Tao Lei, Chengbing Wang* , Enhanced spectral absorption of bilayer WO x /SiO 2 solar selective absorber coatings via low vacuum pre-annealing, Solar Energy Materials and Solar Cells, 2019.

2.  Tao Lei* , Xiaohong Jia, Tongliang Liu, Shigang Liu, Hongying Meng and Asoke K. Nandi," Adaptive morphological reconstruction for seeded image segmentation," IEEE Transactions on Image Processing, vol. 28, no. 11, pp. 5510-5523, Nov., 2019.

3.  Tao Lei* , Xiaohong Jia, Yanning Zhang, Shigang Liu, Hongying Meng and Asoke K. Nandi, "Superpixel-based Fast fuzzy c-means clustering algorithms for color image segmentation," IEEE Transactions on Fuzzy Systems, vol. 27, no. 9, pp. 1753-1766, Sept. 2019.

4.  Tao Lei, Yuxiao Zhang, Zhiyong Lv, Shuying Li* , Shigang Liu and Asoke K. Nandi, "Landslide inventory mapping from bi-temporal images using a deep convolution network," IEEE Geoscience Remote Sensing Letters, vol. 16, no. 6, pp 163-170, Jun. 2019.

5.  Tao Lei* , Qi Zhang, Dinghua Xue, Hongying Meng and Asoke K. Nandi, "End-to-end change detection using a symmetric fully convolutional network for landslide mapping," ICASSP2019, Brighton, United Kingdom, May 2019, pp. 3027-3031.

6.  雷涛* , 张肖,加小红,刘侍刚,张艳宁, "基于模糊聚类的图像分割研究进展,"电子学报, 2019, 47(8):1776-1791.

7.  Zhiyong Lv* , Tongfei Liu, Penglin Zhang, Jón Atli Benediktsson, Tao Lei and Xiaokang Zhang, "Novel Adaptive Histogram Trend Similarity Approach for Land Cover Change Detection by Using Bitemporal Very-High-Resolution Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing. doi: 10.1109/TGRS.2019.292765, 2019

8.  Zheng tong Li, Chengbing Wang* , Tao Lei, et al., “Arched Bamboo Charcoal as Interfacial Solar Steam Generation Integrative Device with Enhanced Water Purification Capacity,” Adv. Sustainable Syst., 2019, 1800144.

9.  Junmin Wang* , Yangyu Fan, Zuhe Li, Tao Lei. Texture classification using multi-resolution global and local Gabor features in pyramid space. Signal, Image and Video Processing, vol. 13, no. 1, pp. 163-170, Feb. 2018.

 2018年

1.  Tao Lei, Dinghua Xue, Zhiyong Lv, Shuying Li* , Yanning Zhang, Asoke K. Nandi, "Unsupervised change detection using fast fuzzy clustering for landslide mapping from very high-resolution images," Remote Sensing, vol. 10, no. 9, pp. 1381(23), Aug. 2018.

2.  Tao Lei* , Xiaohong Jia, Yanning Zhang, Lifeng He, Hongying Meng, Asoke K. Nandi, "Significantly fast and robust fuzzy c-means clustering algorithms based on morphological reconstruction and membership filtering," IEEE Transactions on Fuzzy Systems, vol. 26, no. 5, pp. 3027-3041, Oct. 2018.

3.  Tao Lei* , Yanning Zhang, Yi Wang, Zhe Guo, and Shigang Liu, "Adaptive Unsymmetrical Trim-Based Morphological Filter for High-Density Impulse noise Removal," Multimedia Tools and Applications, vol. 77, no. 1, pp. 689-711, Jan. 2018.

4.  Tao Lei* , Xiaohong Jia, Yuxiao Zhang, Yanning Zhang, Xuhui Su, Shigang Liu, "Holoscopic 3D Micro-Gesture Recognition Based on Fast Preprocessing and Deep Learning Techniques," IEEE FG2018, Xi’an, May 15-19, Oral.

5.  ZhiYong Lv* , TongFei Liu, Jón Atli Benediktsson, Tao Lei , YiLiang Wan, Multi-Scale Object Histogram Distance for Land-Cover Change Detection Using Bi-temporal Very-High-Resolution Remote Sensing Images, Remote Sensing, 2018, vol. 10, no. 11, pp. 1809.

6.  Yali Peng, Liping Li, Shigang Liu* , Tao Lei, "Space–frequency domain based joint dictionary learning and collaborative representation for face recognition," Signal Processing, vol. 147: 101-109, Jan. 2018.

7.  Weihua Liu* , Xiangping Feng, Shuang Wang, Bingliang Hu, Yuquan Gan, Xiaorong Zhang, Tao Lei, "Random selection-based adaptive saliency-weighted RXD anomaly detection for hyperspectral imagery," International Journal of Remote Sensing, vol. 39, no. 8, pp. 2139-2158, Aug. 2018.

8.  Chengbing Wang* , Zhengtong Li, San Ling, Tao Lei and Jinbu Su. In situ atomic-scale observation of irradiation induced carbon nanocrystalline formation from dense carbon clusters. Nanotechnology, vol. 29, no. 11, pp. 115602, Feb. 2018.

9.  Yali Peng, Shigang Liu* , Tao Lei, Jun Li, Min Guo, "Negative ε Dragging Technique for Pattern Classification," IEEE Access, 2018, 6: 488-494.

10. Bingtao Zhang* , Tao Lei, Hong Liu, and Hanshu Cai. EEG-based automatic sleep staging using ontology and weighting feature analysis. Computational and Mathematical Methods in Medicine, Vol. 2018, Article ID 6534041, 16 pages, 2018.

11. Li Z* , Fan Y, Jiang B, T Lei. A survey on sentiment analysis and opinion mining for social multimedia. Multimedia Tools and Applications, 2018: 1-29.

 2017年

1.  Tao Lei* , Yanning Zhang, Yi Wang, Shigang Liu, and Zhe Guo, "A Conditionally Invariant Mathematical Morphological Framework for Color Images," Information Sciences, vol. 387, no. 5, pp. 34-52, May. 2017.

2.  S. Liu, Lingjun Li; Yali Peng* ; Guoyong Qiu; Tao Lei, "Improved sparse representation method for image classification," IET Computer Vision, vol. 11, no. 4, pp: 319-330, 2017.

3.  Yali Peng, Lingjun Li, Shigang Liu* , Tao Lei, Jie Wu, "A New Virtual Samples-Based CRC Method for Face Recognition," Neural Processing Letters, vol., no., 2017: 1-15.

4.  Yali Peng, Lingjun Li, Shigang Liu* , Tao Lei, Zengguo Sun, A novel Representation of Image for Image Classification. Journal of Computational and Theoretical Nanoscience, 2017, 14(10): 5110-5117.

 2016年

1.  雷涛* , 张艳宁, 樊养余, 王小鹏, 王履程. 矢量对偶形态学算子. 电子学报, 2016, 44(6):1285-1293. (EI)

2.  刘侍刚, 彭亚丽* , 雷涛, 刘中华, 汪西莉. 基于轨迹基的三维非刚体线性重建方法. 中国科学 信息科学, 2016, 46(7): 883 87198

3.  Yi Wang* , Liangliang Xu, Houqi Xie, Tao Lei, et al., "Line detection algorithm based on adaptive gradient threshold and weighted mean shift", Multimedia Tools and Applications, Aug., 2016. DOI: 10.1007/s11042-016-3835-y

4.  Y. Wang* , Wenxuan Zeng, Liangliang Yu, Tao Lei, et al. Advance in Diffusion Tensor Image Registration and Its Evaluation. Journal of Medical Imaging and Health Informatics, 2016, 6(2): 562-570.