丁新濤，男，1979年生，安徽南陵人，博士，安徽師範大學數學計算機科學學院副教授，碩士生導師。
基本介紹
- 中文名：丁新濤
- 出生日期：1979年
- 職業：教師
- 畢業院校：安徽師範大學
- 學位/學歷：博士
- 專業方向：深度學習、機器人視覺
- 任職院校：安徽師範大學數學計算機科學學院
個人經歷,研究方向,研究項目,學術成果,
個人經歷
2005年碩士畢業於華東師範大學計才提勸影算數學專業，獲理學碩士學位；
2015年博士去套畢業於安徽師範大學地理與旅遊學院，獲理學博士學位。
2013年赴中國科學院自動化研究所中科院分子影像重點實驗室訪問學習，從事醫學影像的研究工作煉墓虹慨。
2016年赴英國赫敬禁蘭爾大學榆照戰計算機系機器人實驗室訪問學習半年。
研究方向
深度學習、機器人視覺。
研究項目
安徽省自然科學基金面上項目，基於圖形基元的雙模深度學習描述子研究，2018.07-2021.6，主持
科研技能：
- 並行系統設計、並行編程：CUDA, MPI, C.
- 圖像處理：主講《圖像處理》課程多年，發表論文涉及圖像遙諒疊增強、圖像分割、圖像配準。
- 深度學習：PYTHON, MATLAB.
- 統背厚束計建模：R, SAS.
學術成果
論文：
[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)
學術活動：
國際會議報告：Oral presentation on the Session of Computer Vision of 2nd Global Summit and Expo on Multimedia & Applications (August 15-16 2016, London, UK).
國際期刊審稿：IEEE Transactions on Image Processing、Computer Vision and Image Understanding、SCIENCE CHINA Information Science(中國科學信息科學)等。
[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)
學術活動：
國際會議報告：Oral presentation on the Session of Computer Vision of 2nd Global Summit and Expo on Multimedia & Applications (August 15-16 2016, London, UK).
國際期刊審稿：IEEE Transactions on Image Processing、Computer Vision and Image Understanding、SCIENCE CHINA Information Science(中國科學信息科學)等。
