English

方玉明

江西省数字媒体重点实验室主任

研究方向:视觉大数据,视频图像处理,计算机视觉,机器学习,智能信息处理,信息挖掘

本人每年招收计算机科学与技术、信息系统、信号处理等方向的硕士研究生或本科实习生,要求对研究有一定兴趣,对于勤奋和能力突出的学生, 将推荐其去国外高校进行学习交流,对视觉大数据、计算机视觉、多媒体技术处理、智能信息处理等方向有兴趣的学生可与我联系。联系方式:leo.fangyuming@foxmail.com 或 fa0001ng@e.ntu.edu.sg

江西财经大学

leo.fangyuming@foxmail.com Or fa0001ng@e.ntu.edu.sg

方玉明,江西财经大学教授、博导,江西省数字媒体重点实验室主任,国家自然科学基金"优秀青年基金"项目获得者。2013年毕业于新加坡南洋理工大学,获计算机工程专业博士学位。主持包括国家自然科学基金优青项目、面上项目、霍英东教育基金会高等院校青年教师基金等课题10余项;在国内外主流学术期刊及会议发表论文100余篇,Google学术引用2000余次,ESI高引论文3篇;申请发明专利及软件著作权10余项,担任多个SCI期刊编委,入选江西省百千万人才工程人选、江西省杰出青年基金获得者,获江西青年五四奖章。 方博士指导学生参加"挑战杯"全国大学生课外学术科技作品赛、江西省大学生计算机作品赛、全国研究生智慧城市技术与创意大赛等学生竞赛,所带学生队伍获得江西省一等奖、二等奖、三等奖等多个奖项。

主持的科研项目
  • 国家自然科学基金(优秀青年基金),2019-2021。

  • 霍英东青年教师基金,2018-2020。

  • 国家自然科学基金(面上项目),编号:61571212,2016-2019。

  • 江西省教育厅科学技术重点项目,2017-2018。

  • 人社部留学人员科技活动项目,赣人社字[2015]273号,2015-2016。

  • 江西省科技厅对外科技合作计划,编号:20151BDH80003,2015-2016。

  • 江西省科协重点活动项目,赣科协字[2014]154号,2015。已完成。

  • 教育部回国人员科研启动基金,2014-2015.已完成。

  • 江西省科技厅青年基金,编号:20142BAB217011,2014-2015.已完成。

  • 江西省教育厅 青年项目,编号:GJJ14347,2014-2015。已完成。

荣誉
2018年国家优秀青年基金获得者;
2017年江西省百千万人才工程人选;
2017年江西省杰出青年人才资助;
2015年获"江西青年五四奖章";
 
学术兼职:
期刊编委:Signal Processing: Image Communications, IEEE Access
 
 
期刊论文

Yuming Fang, Guanqun Ding, Wenying Wen, Feiniu Yuan, Yong Yang, Zhi-Jun Fang, Weisi Lin. Salient Object Detection by Spatiotemporal and Semantic Features in Real-Time Video Processing Systems[J]. IEEE Transactions on Industrial Electronics, 2019.[pdf][code]

Kede Ma, Zhengfang Duanmu, Hanwei Zhu, Yuming Fang, Zhou Wang. Deep Guided Learning for Fast Multi-Exposure Image Fusion[J]. IEEE Transactions on Image Processing, 2019.[pdf][code]

Yuming Fang, Rengang Du, Yifan Zuo, Wenying Wen, Leida Li. Perceptual Quality Assessment for Screen Content Images by Spatial Continuity[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2019.[pdf][code]

Yuming Fang, Hanwei Zhu, Kede Ma, Zhou Wang, Shutao Li. Perceptual Evaluation for Multi-Exposure Image Fusion of Dynamic Scenes[J]. IEEE Transactions on Image Processing, 2019, 29: 1127-1138.[pdf][code]

Yuming Fang, Jiebin Yan, Jiheng Wang, Xuelin Liu, Guangtao Zhai, Patrick Le Callet. Learning a No-Reference Quality Predictor of Stereoscopic Images by Visual Binocular Properties[J]. IEEE Access, 2019, 7: 132649-132661.[pdf][code]

Yuming Fang, Xiaoqiang Zhang, Feiniu Yuan, Nevrez Imamoglu, Haiwen Liu. Video saliency detection by gestalt theory[J]. Pattern Recognition, 2019, 96: 106987.[pdf][code]

Yuming Fang, Jiaying Liu, Yabin Zhang, Weisi Lin, Zongming Guo. Reduced-reference quality assessment of image super-resolution by energy change and texture variation[J]. Journal of Visual Communication and Image Representation, 2019, 60: 140-148.[pdf][code]

YumingFang, Jiebin Yan, Xuelin Liu, Jiheng Wang. Stereoscopic image quality assessment by deep convolutional neural network[J]. Journal of Visual Communication and Image Representation, 2019, 58: 400-406.[pdf][code]

Yuming Fang, Xiaoqiang Zhang, Nevrez Imamoglu. A novel superpixel-based saliency detection model for 360-degree images[J]. Signal Processing: Image Communication, 2018, 69: 1-7.[pdf][code]

Yuming Fang, Guanqun Ding, Jia Li, and Zhijun Fang, Deep3DSaliency: Deep Stereoscopic Video Saliency Detection Model by 3D Convolutional Networks, IEEE Transactions on Image Processing, 28(5): 2305-2318, 2019.[pdf][code]

Yuming Fang, Jiebin Yan, Leida Li, Jinjian Wu, and Weisi Lin, No reference quality assessment for screen content images with both local and global feature representation, IEEE Transactions on Image Processing, 27(4): 1600-1610, Apr. 2018.[pdf][code]

Yuming Fang, Chi Zhang, Jing Li, Jianjun Lei, Matthieu Perreira Da Silva, and Patrick Le Callet, Visual attention modeling for stereoscopic video: a benchmark and computational model, IEEE Transactions on Image Processing, 26(10): 4684-4696, 2017.[pdf][code]

Yuming Fang, Jiebin Yan, Jiaying Liu, Shiqi Wang, Qiaohong Li, and Zongming Guo, Objective quality assessment of screen content images by uncertainty weighting, IEEE Transactions on Image Processing, 26(4): 2016-2027, 2017.[pdf][code]

Yuming Fang, Kede Ma, Zhou Wang, Weisi Lin, Zhijun Fang, and Guangtao Zhai, "No-reference quality assessment for contrast-distorted images based on Natural scene statistics", IEEE Signal Processing Letter. Vol. 22(7): 838-842, 2015.[pdf][code]

Yuming Fang, Junle Wang, Manish Narwaria, Patrick Le Callet, and Weisi Lin, "Saliency detection for stereoscopic images", IEEE Transaction on Image Processing,Vol. 23, No. 6, 2625-2636, 2014.[pdf][code]

Yuming Fang, Zhou Wang, Weisi Lin and Zhijun Fang, "Video saliency incorporating spatiotemporal cues and uncertainty weighting," IEEE Transactions on Image Processing. Vol. 23, No. 9, 3910-3921, 2014. [pdf][code]

Yuming Fang, Weisi Lin, Zhenzhong Chen, Chia-Ming Tsai, and Chia-Wen Lin, "A video saliency detection model in compressed domain," IEEE Transactions on Circuits and Systems for Video Technology. Vol. 24 (1), 27-38, 2014. [pdf][code]

Yuming Fang, Kai Zeng, Zhou Wang, Weisi Lin, Zhijun Fang and Chia-Wen Lin, "Objective quality assessment for image retargeting based on structural similarity", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 4(1), 95-105, 2014. [pdf]

Yuming Fang, Zhenzhong Chen, Weisi Lin, and Chia-Wen Lin, "Saliency detection in the compressed domain for adaptive image retargeting", IEEE Transactions on Image Processing, Vol. 21, No. 9, 3888-3901, 2012.[pdf][Code]

Yuming Fang, Weisi Lin, Bu-Sung Lee, Chiew Tong Lau, Zhenzhong Chen, and Chia-Wen Lin, "Bottom-up saliency detection model based on human visual sensitivity and amplitude spectrum", IEEE Transactions on Multimedia, Vol. 12, No. 1, 187-198, 2012. [pdf][Code]

Shuying Huang, Jun Sun, Yong Yang, Yuming Fang, Pan Lin, and Yue Que, Robust single-image super-resolution based on adaptive edge-preserving smoothing regularization, IEEE Transactions on Image Processing, 27(6): 2650-2663, 2018.[pdf]

Guanghui Yue, Chunping Hou, Jianjun Lei, Yuming Fang, and Weisi Lin, Optimal region selection for stereoscopic video subtitle insertion, IEEE Transactions on Circuits and Systems for Video Technology, 28 (11): 3141-3153, 2018.[pdf]

Jiaying Liu, Shuai Yang, Yuming Fang, and Zongming Guo, Structure-guided image inpainting using homography transformation, IEEE Transactions on Multimedia, 20(12): 3252-3265, 2018.[pdf]

Yugen Yi, Wei Zhou, Qinghua Liu, Guoliang Luo, Jianzhong Wang, Yuming Fang, and Caixia Zheng, Ordinal preserving matrix factorization for unsupervised feature selection, Signal Processing: Image Communication, 67: 118-131, 2018.[pdf]

Nevrez Imamoglu, Wataru Shimoda, Chi Zhang, Yuming Fang, Asako Kanezaki, Keiji Yanai, and Yoshifumi Nishida, An integration of bottom-up and top-down salient cues on RGB-D data: saliency from objectness versus non-objectness, Signal, Image and Video Processing, 12(2): 307-314, 2018.[pdf]

Shuai Yang, Jiaying Liu, Yuming Fang, and Zongming Guo, Joint-feature guided depth map super-resolution with face priors, IEEE Transactions on Cybernetics, 48(1): 399-411, 2018.[pdf]

Weiqing Yan, Chunping Hou, Jianjun Lei, Yuming Fang, Zhouye Gu, and Nam Ling, Stereoscopic image stitching based on a hybrid warping model, IEEE Transactions on Circuits and Systems for Video Technology, 29(7): 1934-1946, 2017.[pdf]

Leida Li, Wenhan Xia, Weisi Lin, Yuming Fang, and Shiqi Wang, No-reference and robust image sharpness evaluation based on multi-scale spatial and spectral features, IEEE Transactions on Multimedia, 19(5): 1030-1040, 2017.[pdf]

Shiqi Wang, Lin Ma, Yuming Fang, Siwei Ma, and Wen Gao. Just Noticeable Difference Estimation for Screen Content Image, IEEE Transactions on Image Processing, 25(8), 3838-3851, 2016.[pdf]

Jianjun Lei, Bingren Wang, Yuming Fang, Weisi Lin, Patrick Le Callet, Nam Ling, and Chunping Hou, A universal framework for salient object detection, IEEE Transactions on Multimedia, 18(9), 1783-1795, 2016. [pdf]

Yabin Zhang, Yuming Fang, Weisi Lin, Xinfeng Zhang, and Leida Li, "Backward Registration Based Aspect Ratio Similarity (ARS) for Image Retargeting Quality Assessment", IEEE Transactions on Image Processing, 25(9), 4286-4297, 2016.[pdf][code]

Qiaohong Li, Weisi Lin, and Yuming Fang, No-reference quality assessment for multiply-distorted images in gradient domain, IEEE Signal Processing Letter, Vol. 23(4), 541-545, 2016.[pdf][code]

Qiaohong Li, Weisi Lin, Yuming Fang, and Daniel Thalmann, "Blind image quality assessment using statistical structural and luminance features", IEEE Transactions on Multimedia, 18(12): 2457-2469, 2016.[pdf]

Yuan Yuan, Huan Yang, Yuming Fang, and Weisi Lin, Visual object tracking by structure complexity coefficients, IEEE Transactions on Multimedia, 17(8), 1125-1136, 2015.[pdf]

Jianjun Lei, Cuicui Zhang, Yuming Fang*, Zhouye Gu, Ling Nam, and Chunping Hou, "Depth sensation enhancement for multiple virtual view rendering", IEEE Transactions on Multimedia, 17(4), 457-469, 2015.[pdf]

Lu Dong, Yuming Fang, Weisi Lin, and Hock Soon Seah, "Perceptual Quality Assessment for 3D Triangle Mesh based on Curvature", IEEE Transactions on Multimedia, 17(12), 2174-2184, 2015.[pdf]

Huan Yang, Yuming Fang, and Weisi Lin, "Perceptual quality assessment of screen content images", IEEE Transactions on Image Processing, Vol. 24(11), 4408-4421, 2015. [pdf][Project Page]

Huawei Tian, Yuming Fang, Yao Zhao, Weisi Lin, Rongrong Ni, and Zhenfeng Zhu, "Salient region detection by fusing bottom-up and top-down features extracted from a single image", IEEE Transactions on Image Processing, Vol. 23, No. 10, 4389-4398, 2014.[pdf]

Xiaolong Bai, Yuming Fang, Weisi Lin, Lipo Wang, and Xuefeng Ju, "Saliency-based defect detection in industrial images using phase spectrum", IEEE Transactions on Industrial Informatics,Vol. 10, No. 4, 2135-2145, 2014.[pdf]

Yuan Yuan, Sabu Emmanuel, Yuming Fang, and Weisi Lin, "Visual object tracking based on backward model validation", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 24, No. 11, 1898-1910, 2014. [pdf]

Chih-Chung Hsu, Chia-Wen Lin, Yuming Fang and Weisi Lin, "Objective quality assessment for image retargeting based on perceptual geometric distortion and information loss", IEEE Journal of Selected Topics in Signal Processing, Vol. 8(3), 377-389, 2014. [pdf]

Nevrez Imamoglu, Weisi Lin, and Yuming Fang, "A saliency detection model using low-level features based on wavelet transform", IEEE Transactions on Multimedia, Vol. 15, No. 1, 96-105, 2013.[pdf][code]