专业授课与教学成果    

主要承担《计算机基础与Excel数据分析》、《计算机组装与维护》、《数字图像内容取证》、《仿真软件MatLab及应用》课程教学；

主要教学成果：

1．2019年度湖南省大学生创新创业训练计划项目，“基于.NET平台的邮件群发系统设计与实现”，编号：S201913635005。

2．2021年度湖南省大学生创新创业训练计划项目，“基于人工智能的智慧无人购物车设计与开发”。

研究方向及研究团队    

主要从事计算机学科领域科研工作；

科研成果    

已承担或已结题的课题：

1. 湖南省自然科学基金项目，2020JJ4626，语义对象级图像篡改被动取证技术研究，2020/01-2022/12,主持

2. 湖南省教育厅优秀青年项目，19B004，语义对象级图像篡改定位关键技术研究，2019/09-2022/08，主持

3. 教育部高等教育司产学合作地协同育人项目，201702070013， 面向问题求解课程群，2018/04-2019/04，主持

4. 湖南省教育厅科学研究项目，14C0029，虹膜识别关键技术研究，2014/01-2016/12，已结题，主持

5. 古丈县农村信用合作联社项目，2012zkhx185,湖南古丈农村商业银行业务知识测试系统, 2012/04-2012/07， 已结题，主持

6. 云南汉华基业科技开发有限公司项目，2009zkhx178, 云南省建筑管理网技术开发，2009/01-2010/03,已结题，主持

7. 邵阳市公安局双清区分局项目，邵阳市公安局双清分局精细化管理系统，2007zkhx100，已结题，主持

8. 邵阳市公安局北塔区分局项目，邵阳市公安局北塔分局精细化管理系统，2007zkhx099，已结题，主持

9. 邵阳市公安局大祥区分局项目，邵阳市公安局大祥分局精细化管理系统，2007zkhx098，已结题，主持

已发表的学术论文：

1.Zhang D. Y., Wang S. S. , Li F. , et al. An Efficient ECG Denoising Method Based on Empirical Mode Decomposition, Sample Entropy, and Improved Threshold Function. Wireless Communications and Mobile Computing, 2020, 2020(2):1-11.

2.Zhang D. Y., Chen X., Li F., et al. Seam-Carved Image Tampering Detection Based on the Cooccurrence of Adjacent LBPs. Security and Communication Networks, 2020, 2020(2):1-12.

3.Zhang D. Y., Tong H., Li F., Ding X. L. An Ultra-Short-Term Electrical Load Forecasting Method Based on Temperature-Factor-Weight and LSTM Model. Energies 2020, 13, 4875.

4.Li F., Xia Y., Wang F., Zhang D. Y., Li X., He F. Transfer Learning Algorithm of P300-EEG Signal Based on XDAWN Spatial Filter and Riemannian Geometry Classifier. Appl. Sci. 2020, 10, 1804.

5.Li F., He F., Wang F., Zhang D. Y., Xia Y., Li X. A Novel Simplified Convolutional Neural Network Classification Algorithm of Motor Imagery EEG Signals Based on Deep Learning. Appl. Sci. 2020, 10, 1605.

6.Li F., Li X., Wang F., Zhang D. Y., Xia Y., He F. A Novel P300 Classification Algorithm Based on a Principal Component Analysis-Convolutional Neural Network. Appl. Sci. 2020, 10, 1546.

7. Ding X., Huang Y. ,Zhang D. Y., Song Y. Nonlinear double-image encryption in cylindrical diffraction-based scheme by aid of position multiplexing. IEEE Access,2020，8, 205-214.

8.Ding X. L., Zhang D. Y. .Detection of motion-compensated frame-rate up-conversion via optical flow-based prediction residue. Optik, 2020,207, 163766.

9 Zhang D. Y., Wang S. S., Wang J., Sangaiah AK, Li F., Sheng VS. Detection of Tampering by Image Resizing Using Local Tchebichef Moments. Applied Sciences. 2019; 9(15):3007.

10. Zhang D. Y., Wang S. S., Li F., Wang J., Sangaiah AK, Sheng VS, Ding X. L.. An ECG Signal De-Noising Approach Based on Wavelet Energy and Sub-Band Smoothing Filter. Applied Sciences. 2019; 9(22):4968.

11. Ding X. L., Yang G. B., Li L. D., Li Y., Zhang D. Y., Sun X. M. Robust localization of interpolated frames by motion-compensated frame-interpolation based on artifact indicated map and Tchebichef moments. IEEE Transactions on Circuits and Systems for Video Technology, 2019

12. Li Y., Yang G. B., Zhu Y. , Ding X. L.,Zhang D. Y. Hybrid stopping model-based fast pu and cu decision for 3d-hevc texture coding. Journal of Real-Time Image Processing，2019，(2).

13.Zhang D. Y.,Liang Z. S., Yang G. B., Li Q. G., Li L. D., Sun X. M. A robust forgery detection algorithm for object removal by exemplar-based image inpainting. Multimedia Tools & Applications, 77(10):11823-11842, 2018.

14. Zhang D. Y., Yang G. B., Li F., et al. Detecting seam carved images using uniform local binary patterns. Multimedia Tools and Applications, 2018: 1-16.

15. Zhang D. Y., Yin T., Yang G. B., Li L. D., Sun X. M.. Detecting image seam carving with low scaling ratio using multi-scale spatial and spectral entropies. Journal of Visual Communication and Image Representation. 48: 281-291, 2017.

16. Zhang D. Y., Li Q. G., Yang G. B., Sun X. M.. Detection of image seam carving by using weber local descriptor and local binary patterns. Journal of Information Security and Applications, 36: 135-144, 2017.

17. Song Y., Yang G. B., Xie H. T.,Zhang D. Y., Sun X. M. Residual domain dictionary learning for compressed sensing video recovery. Multimedia Tools & Applications, 76(7), pp.:10083–10096, 2017.

18. Ying T., Yang G. B., Li L. D.,Zhang D. Y.. Detecting seam carving based image resizing using local binary patterns. Computer & Security. 55: 130-141, 2015.

19. Wei F., Yang G. B., Li L. D., Xia M., Zhang D. Y.. Detection of seam carving based video retargeting using forensics hash. Security and Communication Networks. 8(6): 2102-2113, 2015