周飞，深圳大学电子与信息工程学院副教授、特聘研究员、硕士生导师，深圳市高层次人才（后备级）和海外高层次人才（C类），南山区“领航人才”,电信学院博士后党支部书记。2007年毕业于华中科技大学电信系，获学士学位；2013年毕业于清华大学电子系，获博士学位，获清华大学优秀博士学位论文；2013年至2016年于清华大学深圳研究生院从事科研工作；2017年至伦敦大学学院（UCL）统计系从事学术访问一年；2018年3月起在深圳大学信息工程学院任教。主要图像处理和模式识别领域的研究，曾主持和参与国家、深圳市的多个科研项目，发表学术论文50余篇，其中以第一或通讯作者身份在IEEE Signal Processing Magazine、IEEE Trans. Image Processing、IEEE Trans. Multimedia、Pattern Recognition等国际著名刊物上发表了多篇学术论文。他是多个国际一流期刊的审稿人，包括IEEE Trans. Image Processing、IEEE Trans. on Human-Machine Systems、Information Science、IEEE Signal Processing Letters，等等，同时担任国际著名期刊Neurocomputing和Signal Processing: Image Communication的客座编辑。
[1] Gaofeng Cao,Fei Zhou*, Kanglin Liu, Anjia Wang, Leidong Fan, "A decoupled kernel prediction network guided by soft mask for single image HDR reconstruction, " ACM Transactions on Multimedia Computing Communications and Applications, Just Accepted. July 2022.
[2] Gaofeng Cao,Fei Zhou*, Han Yan, Anjie Wang, and Leidong Fan, "KPN-MFI: A kernel prediction network with multi-frame interaction for video inverse tone mapping, " in Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI-22), 2022, pp. 806–812.
[3]Fei Zhou, Rongguo Yao, Guangsen Liao, Bozhi Liu, and Guoping Qiu. "Visual saliency via embedding hierarchical knowledge in a deep neural network," IEEE Transactions on Image Processing, vol. 29, pp. 8490-8505, Aug. 2020.
[4]Fei Zhou, Qun Chen, Bozhi Liu, Guoping Qiu. "Structure and texture-aware image decomposition via training a neural network," IEEE Transactions on Image Processing, vol. 29, pp. 3458–3473, 2020.
[5]Fei Zhou, Rongguo Yao, Bozhi Liu, and Guoping Qiu, "Visual quality assessment for super-resolved images: Database and method," IEEE Transactions on Image Processing, vol. 28, no. 7, pp. 3528–3541, 2019.
[6] Wen Sun, Qingmin Liao, Jing-Hao Xue,Fei Zhou*, "SPSIM: A superpixel-based similarity index for full-reference image quality assessment," IEEE Transactions on Image Processing, vol. 27, no. 9, Sept. 2018, pp. 4232-4244.
[7] W. Yang, T. Yuan, W. Wang,Fei Zhou*and Q. Liao, "Single-Image Super-Resolution by Subdictionary Coding and Kernel Regression," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 47, no. 9, pp. 2478-2488, Sept. 2017.
[8] Shaojun Liu,Fei Zhou*, and Qingmin Liao, "Defocus map estimation from a single image based on two-parameter defocus model," IEEE Transactions on Image Processing, vol. 25, no. 12, pp. Dec, 2016.
[9] Wenming Yang, Yapeng Tian,Fei Zhou*, Qingmin Liao, Hai Chen, and Chenglin Zheng, "Consistent coding scheme for single-image super-resolution via independent dictionaries," IEEE Transactions on Multimedia, vol. 18, no. 3, pp. 313-325, Mar. 2016.
[10]Fei Zhou, Shu-Tao Xia, and Qingmin Liao, "Nonlocal pixel selection for multisurface fitting based super-resolution," IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no.12, pp. 2013-2017. Dec 2014.
[11]Fei Zhou, Wenming Yang, and Qingmin Liao, "A coarse-to-fine subpixel registration method to recover local perspective deformation in image super-resolution," IEEE Transactions on Image Processing, vol.21, no.1, pp.53-66, Jan. 2012.
[12]Fei Zhou, Wenming Yang, and Qingmin Liao, "Interpolation-based image super-resolution using multisurface fitting, " IEEE Transactions on Image Processing, vol. 21, no. 7, pp.3312-3318, Jul. 2012.
[13] Shaojun Liu, Qingmin Liao, Jing-Hao Xue,Fei Zhou*, "Defocus map estimation from a single image using improved likelihood feature and edge-based basis," Pattern Recognition, vol. 107, pp. 107485: 1–17, 2020.
[14] Rui Zhu,Fei Zhou*, Wenming Yang, and Jing-Hao Xue, "On Hypothesis Testing for Comparing Image Quality Assessment Metrics," IEEE Signal Processing Magazine, vol. 35, no. 4, Jul. 2018, pp. 133-136.
[15] Wen Sun,Fei Zhou*, Qingmin Liao, "MDID: A multiply distorted image database for quality assessment," Pattern Recognition, vol.61, 2017, pp. 153-168.
[16] Hongming Luo, Guangsen Liao, Xianxu Hou, Bozhi Liu,Fei Zhou*, Guoping Qiu. "VHS to HDTV video translation using multi-task adversarial learning," in Proceedings of International Conference on Multimedia Modeling (MMM), 2020, pp. 77-86.
[17]Fei Zhou, Guangsen Liao, Jiang Duan, Bozhi Liu, Guoping Qiu, "Tone mapping high dynamic range images based on region-adaptive self-supervised deep learning," Signal Processing: Image Communication, vol.102, pp. 116595, 2022.
[18] Shuhong Yuan andFei Zhou*, "Multiple clues inspired banding detector in high dynamic range videos," Electronics Letters, 2022.
[19]Fei Zhou, Jinghua Chen, Bozhi Liu, "Visual saliency via selecting and reweighting festures in hierarchical fusion network," IEEE Signal Processing Letters, vol. 28, pp. 1749-1753, 2021.
[20]Fei Zhou, Tingrong Yuan, Wenming Yang, and Qingmin Liao, "Single-Image super-resolution based on compact KPCA coding and kernel regression," IEEE Signal Processing Letters, vol. 22, no. 3, pp. 336-340, Mar. 2015.
[21]Fei Zhou, Zongqing Lu, Can Wang, Wen Sun, Shu-Tao Xia, and Qingmin Liao, "Image quality assessment based on inter-patch and intra-patch similarity," Plos One, vol. 10, no. 3, e0116312, Mar. 2015.
[22]Fei Zhouand Qingmin Liao, "Single-frame image super-resolution inspired by perceptual criteria," IET Image Processing, vol. 9, no. 1, pp. 1-11, Jan. 2015.
[23]Fei Zhou, Biao Wang, and Qingmin Liao, "Super-resolution for facial image using multilateral affinity function," Neurocomputing, vol.133, no. 10, pp. 194–208, Jun. 2014.
[24]Fei Zhou, Wenming Yang, and Qingmin Liao, "Single image super-resolution using incoherent sub-dictionaries learning," IEEE Transactions on Consumer Electronics, vol. 58, no. 3, pp. 891-897, Aug. 2012.
[25]Fei Zhou, Wenming Yang, and Qingmin Liao, "Super-resolution for face image by bilateral patches, " Electronics Letters, vol. 48, no. 18, pp.1125-1126, Aug. 2012.
[26] Wen Sun, Wenming Yang,Fei Zhou*, and Qingmin Liao, "Full-reference quality assessment of contrast changed images based on local linear model," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, pp. 1228-1232.
[27] Xiaomin Zhang,Fei Zhou*, Yang Dong, Hui Ma, and Qingmin Liao, "Microstructure analysis of silk samples using Mueller matrix determination and sparse representation," IEEE International Conference on Image Processing (ICIP), pp. 4108-4112, 2017.
[28] Shuo Chen,Fei Zhou*, Qingmin Liao, "Visual domain adaptation using weighted subspace alignment, " Visual Communications and Image Processing (VCIP), Nov. 2016，pp. 1-5.
[29] Wenming Yang, Yapeng Tian,Fei Zhou*, and Qingmin Liao, "Single-image super-resolution using clustering-based global regression and propagation filtering," 3rd Asian Conference on Pattern Recognition (ACPR), Kuala Lumpur Malaysia, pp.296-300.
[30] Tingrong Yuan, Wenming Yang,Fei Zhou*, and Qingmin Liao, "Single image super-resolution via sparse KPCA and regression," IEEE International Conference on Image Processing (ICIP), Paris, Oct2014, pp.2130-2134.
[31] Wenming Yang, Tingrong Yuan,Fei Zhou*, and Qingmin Liao, "Face hallucination via position-based dictionaries coding in kernel feature space," IEEE International Conference on Smart Computing, Hong Kong, Nov. 2014, pp.131-135.
[32]Fei Zhou, Biao Wang, Wenming Yang, and Qingmin Liao, "Iterative super-resolution for facial image by local and global regression,” 19th International Conference on Multimedia Modeling, 2013, pp.414-424.
[33] Kanglin Liu, Gaofeng Cao,Fei Zhou, Bozhi Liu, Jiang Duan, Guoping Qiu, "Towards disentangling latent space for unsupervised semantic face editing," IEEE Transactions on Image Processing, 2022.
[34] Yurong Ling,Fei Zhou, Kun Guo, Jing-Hao Xue, "ASSP: An adaptive sample statistics-based pooling for full-reference image quality assessment," Elsevier Neurocomputing, 2022.
[35] Gaofeng Cao,Fei Zhou, Kanglin Liu, Bozhi Liu, "A brightness-adaptive kernel prediction network for inverse tone mapping," Elsevier Neurocomputing, vol. 464, pp. 1-14, 2021.
[36] Wei Liu,Fei Zhou, T. Lu, Jiang Duan, and Guoping Qiu, "Image defogging quality assessment: Real-world database and method," IEEE Transactions on Image Processing, vol. 30, pp. 176-190, 2021.
[37] R. Zhu,Fei Zhou, and J.-H. Xue, "MvSSIM: A quality assessment index for hyperspectral images," Neurocomputing, vol. 272, pp. 250–257, 2018.
[38] Can Wang, Xiangjun Dong,Fei Zhou, Longbing Cao, and Chi-Hung Chi, "Coupled attribute similarity learning on categorical data," IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 4, pp. 781-796, Apr. 2015.
[39] Wenming Yang, Xiaola Huang,Fei Zhou, and Qingmin Liao. "Comparative competitive coding for personal identification by using finger vein and finger dorsal texture fusion," Information Sciences, vol.268, pp. 20–32, June 2014.
[40] Tao Wu,Fei Zhou, Qingmin Liao, "A fast 3D face reconstruction method from a single image using adjustable model," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, pp. 1656-1660.
[41] Xiangyi Fu,Fei Zhou, and Qingmin Liao, "Image amplification based on pixel-splitting, " IEEE International Conference on Image Processing (ICIP), Oct. 2014, pp.3919-3923.
[42] Tingrong Yuan,Fei Zhou, Wenming Yang, and Qingmin Liao, "Image super-resolution via Kernel regression of sparse coefficients," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2014, pp. 5794-5798.
深圳市自由探索项目：基于非局部像素选择和非线性编码系数映射的超分辨率方法（JCYJ20150331151358138），2015.08至2017.08，结题，主持
