丁新涛

发布人:王正东
发布日期:2018-03-05
浏览次数:1344

联系方式

通信地址:安徽省芜湖市九华南路189安徽师范大学数学计算机科学学院

邮政编码:241002

Emaildincent@mail.ahnu.edu.cn

个人简介

丁新涛,男,1979年生,安徽南陵人,博士,副教授,硕士生导师。2001年本科毕业于安庆师范大学数学与应用数学专业;2005年硕士毕业于华东师范大学计算数学专业,获理学硕士学位;2015年博士毕业于安徽师范大学地理与旅游学院,获理学博士学位。2013年赴中国科学院自动化研究所中科院分子影像重点实验室访问学习,从事医学影像的研究工作。2016年赴英国赫尔大学计算机系机器人实验室访问学习半年。指导学生参加全国大学生数学建模竞赛并获国家级二等奖1项,指导学生参加国际大学生数学建模竞赛并获得国际一等奖(Meritorious Winner)1项。主持安徽省自然基金面上项目1项,参与国家自然基金2项。

研究方向

深度学习、机器人视觉

主要主持科研课题

安徽省自然科学基金面上项目,基于图形基元的双模深度学习描述子研究,(1808085MF171),2018.07-2021.6,主持

学术活动与经历

  • 国际会议报告:Oral presentation on the Session of Computer Vision of 2nd Global Summit and Expo on Multimedia & Applications (August 15-16 2016, London, UK).
  • 国际期刊审稿:IEEE Transactions on Image Processing、Computer Vision and Image Understanding、SCIENCE CHINA Information Science(中国科学信息科学)等。

科研技能

  • 并行系统设计、并行编程:CUDA, MPI, C.
  • 图像处理:主讲《图像处理》课程多年,发表论文涉及图像增强、图像分割、图像配准。
  • 深度学习:PYTHON, MATLAB.
  • 统计建模:R, SAS.

代表性论文

[1] Xintao Ding*, Yonglong Luo, Qingde Li, Yongqiang Cheng, Guorong Cai, Robert Munnoch, Dongfei Xue, Qingying Yu, Xiaoyao Zheng, Bing Wang. Prior knowledge-based deep learning method for indoor object recognition and application. Systems Science & Control Engineering, 2018, 6(1): 249-257. (EI)

[2] Xintao Ding, Yonglong Luo, Qingying Yu, Qingde Li, Yongqiang Cheng, Robert Munnoch, Dongfei Xue, Guorong Cai. Indoor object recognition using pre-trained convolutional neural network. IEEE, 2017 23rd International Conference on Automation and Computing (ICAC), 2017, pp. 1-6. (EI)

[3] Xintao Ding, Yonglong Luo*, Yunyun Yi, Biao Jie, Taochun Wang, Weixin Bian. Orthogonal optimization for SIFT descriptor. Journal of Electronic Imaging, 2016, 25(5): 053030 (SCI)

[4] Xintao Ding, Kun Wang, Biao Jie, Yonglong Luo, Zhenhua Hu*, and Jie Tian. Probability method for Cerenkov luminescence tomography based on conformance error minimization. Biomedical Optics Express, 2014, 5(7):2091-2112. (SCI)

[5] Xintao Ding, Liping Sun, Yonglong Luo*. Shell histogram equalization of color images. Optik-International Journal for Light and Electron Optics, 2014, 125(13):2250-2254. (SCI)

[6] Xintao Ding, Yonglong Luo*, Liping Sun, Fulong Chen. Color balloon snakes for face segmentation. Optik-International Journal for Light and Electron Optics, 2014, 125(11):2538-2542. (SCI)

[7] Xintao Ding*, Yonglong Luo*, Guorong Cai, Xiaobo Zhang. Multi-scale application of camera calibration in tourism service platform. Journal of Information Hiding and Multimedia Signal Processing, 2017, 8(4): 929-936. (EI)

[8] Guiyin Hu, Yonglong Luo*, Xintao Ding*, Liangmin Guo, Biao Jie, Xiaoyao Zheng, Guorong Cai. Alignment of grid points. Optik - International Journal for Light and Electron Optics, 2017, 131: 279-286. (SCI)

[9] Xiaoyao Zheng, Yonglong luo, Liping Sun, Xintao Ding, Ji Zhang. A novel social network hybrid recommender system based on hypergraph topologic structure. World Wide Web Journal, 2018, 21(4):985-1013.

[10] Qingying Yu, Yonglong Luo, Chuanming Chen, Xintao Ding. Outlier eliminated k-means clustering algorithm based on differential privacy preservation, Applied Intelligence, 2016, 45(4): 1179-1191. (SCI)

[11] Liping Sun, Yonglong Luo, Xintao Ding, Ji Zhang. A novel artificial immune algorithm for spatial clustering with obstacle constraint and its applications. Computational Intelligence and Neuroscience, 2014. (SCI)




English Version

Xintao Ding

CONTACT INFORMATION

Address: No.189, South Jiuhua Road Wuhu, Anhui Province, 241002, China

Email:dincent@ahnu.edu.cn

PERSONAL STATEMENT

Dr Xintao Ding (Male, Dec. 16, 1979) received his MS degree in computational mathematics from the Department of Mathematics, East China Normal University, in 2005 and his Ph.D. degree from the School of Geography and Tourism, Anhui Normal University, China, in 2015. Currently, he is an associate professor at Anhui Normal University and works as a master supervisor. He conducted a study of medical imaging in the Key Laboratory of Molecular Imaging, Chinese Academy Sciences in 2013. And he conducted an Academic Visitor in the School of Engineering and Computer Science, University of Hull, UK, from Aug. 2016 to Jan. 2017. His research interests include computer vision and machine learning.

RESEARCH INTERESTS

  • Computer Vision
  • Machine Learning

RESEARCH PROJECTION

  • Graphical elements based deep learning descriptor, Anhui Provincial Natural Science Foundation, 1808085MF171, 2018.07-2021.6 (PI)

RESEARCH EXPERIENCE

  • August 2016 – January 2017, School of Engineering and Computer Science, The University of Hull, UK, Academic Visitor
  • Oral presentation on the Session of Computer Vision of 2nd Global Summit and Expo on Multimedia & Applications (August 15-16 2016, London, UK).
  • March 2013 – February 2014, Key Laboratory of Molecular Imaging of Chinese Academy Sciences, Beijing, China, Medical Imaging (Visitor as PhD. Student)

SKILLS

  • Parallel system design, parallel programming: CUDA, MPI, C.
  • Image processing. I had taught the course “Image Processing” for many years in my university. And I had published some publications in the area of image enhancement, image segmentation, image registration, and medical imaging.
  • Deep learning: PYTHON, MATLAB.
  • Mathematical model: R, SAS

PUBLICATIONS

[1] Xintao Ding*, Yonglong Luo, Qingde Li, Yongqiang Cheng, Guorong Cai, Robert Munnoch, Dongfei Xue, Qingying Yu, Xiaoyao Zheng, Bing Wang. Prior knowledge-based deep learning method for indoor object recognition and application. Systems Science & Control Engineering, 2018, 6(1): 249-257. (EI)

[2] Xintao Ding, Yonglong Luo, Qingying Yu, Qingde Li, Yongqiang Cheng, Robert Munnoch, Dongfei Xue, Guorong Cai. Indoor object recognition using pre-trained convolutional neural network. IEEE, 2017 23rd International Conference on Automation and Computing (ICAC), 2017, pp. 1-6. (EI)

[3] Xintao Ding, Yonglong Luo*, Yunyun Yi, Biao Jie, Taochun Wang, Weixin Bian. Orthogonal optimization for SIFT descriptor. Journal of Electronic Imaging, 2016, 25(5): 053030 (SCI)

[4] Xintao Ding, Kun Wang, Biao Jie, Yonglong Luo, Zhenhua Hu*, and Jie Tian. Probability method for Cerenkov luminescence tomography based on conformance error minimization. Biomedical Optics Express, 2014, 5(7):2091-2112. (SCI)

[5] Xintao Ding, Liping Sun, Yonglong Luo*. Shell histogram equalization of color images. Optik-International Journal for Light and Electron Optics, 2014, 125(13):2250-2254. (SCI)

[6] Xintao Ding, Yonglong Luo*, Liping Sun, Fulong Chen. Color balloon snakes for face segmentation. Optik-International Journal for Light and Electron Optics, 2014, 125(11):2538-2542. (SCI)

[7] Xintao Ding*, Yonglong Luo*, Guorong Cai, Xiaobo Zhang. Multi-scale application of camera calibration in tourism service platform. Journal of Information Hiding and Multimedia Signal Processing, 2017, 8(4): 929-936. (EI)

[8] Guiyin Hu, Yonglong Luo*, Xintao Ding*, Liangmin Guo, Biao Jie, Xiaoyao Zheng, Guorong Cai. Alignment of grid points. Optik - International Journal for Light and Electron Optics, 2017, 131: 279-286. (SCI)

[9] Xiaoyao Zheng, Yonglong luo, Liping Sun, Xintao Ding, Ji Zhang. A novel social network hybrid recommender system based on hypergraph topologic structure. World Wide Web Journal, 2018, 21(4):985-1013.

[10] Qingying Yu, Yonglong Luo, Chuanming Chen, Xintao Ding. Outlier eliminated k-means clustering algorithm based on differential privacy preservation, Applied Intelligence, 2016, 45(4): 1179-1191. (SCI)

[11] Liping Sun, Yonglong Luo, Xintao Ding, Ji Zhang. A novel artificial immune algorithm for spatial clustering with obstacle constraint and its applications. Computational Intelligence and Neuroscience, 2014. (SCI)