职  称

副教授

电 话

18703691230

电子邮件

changhuawen@126.com

通信地址

郑州市高新区科学大道136号

研究方向

计算机视觉

工作简历

2013/04-至今，郑州轻工业大学，计算机与人工智能学院

2007/07-2009/07，郑州大学西亚斯国际学院，电子信息工程学院

科研项目

• 项目名称：基于自然图像统计和视觉去冗余机制的彩色图像质量评价，国家自然科学基金项目，项目编号：61401404。主持

• 项目名称：彩色图像质量评价算法及系统研究，河南省高等学校重点科研项目,项目编号：15A520107。主持

• 项目名称：基于自然图像统计和流形学习的彩色图像质量感知模型，河南省科技攻关项目，项目编号：192102210136。主持

学术及科研成果

• Hua-wen Chang, Ming-hui Wang, "Sparse Correlation Coefficient for Objective Image Quality Assessment," Signal Processing: Image Communication, 26(10), 577-588, November 2011.

• Hua-wen Chang, Hua Yang, Yong Gan, and Ming-hui Wang, "Sparse Feature Fidelity for Perceptual Image Quality Assessment", IEEE Transactions on Image Processing, vol. 22, no. 10, pp. 4007-4018, October 2013.

• Jie Xu, Hua-wen Chang*, Shuo Yang and Ming-hui Wang, "Fast feature-based video stabilization without accumulative global motion estimation," in IEEE Transactions on Consumer Electronics, vol. 58, no. 3, pp. 993-999, August 2012.

• Hua-wen Chang, Ming-hui Wang, Shu-qing Chen et al., "Sparse feature fidelity for image quality assessment," in Proceedings of 21st International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, pp. 1619-1622, November 2012.[Oral]

• Hua-wen Chang, Qiu-wen Zhang, Qing-gang Wu, and Yong Gan, "Perceptual Image Quality Assessment by Independent Feature Detector", Neurocomputing, vol. 151, pp. 1142-1152, March 2015.

• Hua-Wen Chang, Xiao-Dong Bi, and Chen Kai, "Blind Image Quality Assessment by Visual Neuron Matrix", IEEE Signal Processing Letters, vol. 28, pp. 1803-1807, August 2021.

• Hua-Wen Chang, Peng-Jie Wang, Cheng-Yang Du, Xiao-Dong Bi, Ming-Hui Wang , “FQA-Net: an efficient neural network for blind image quality assessment”, Journal of Electronic Imaging, Vol. 31, Issue 6, November 2022.

• Hua-Wen Chang, Cheng-Yang Du, Xiao-Dong Bi, Kai Chen, Ming-Hui Wang, “LG-IQA: Integration of local and global features for no-reference image quality assessment”, Displays, Volume 75, December 2022.