Brief Biogrphy
Huashan Elite Associated Professor
Xidian University
Yunan Li received B.S. degree and Ph.D. degree from Xidian University in 2014 and 2019, respectively. He is now a Huashan Elite Associated Professor at Xidian University. His research interests include deep learning and its application to computer vision and pattern recognition, image, and video processing.
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Homepage in XDU (in Chinese)
Contact
Add: Room 103, IV district of main building,
School of Computer Science and Technology, Xidian University
Email: yunanli@xidian.edu.cn
News
2022.02.26 获得陕西省计算机学会“计算机领域优秀青年专家 ”称号
Publications
Yunan Li, Huizhou Chen, Qiguang Miao, Daohui Ge, Siyu Liang, Zhuoqi Ma, Bocheng Zhao. "Image Hazing and Dehazing: From the Viewpoint of Two-Way Image Translation With a Weakly Supervised Framework." IEEE Transactions on Multimedia. 2022 [full_text]
Chen, Huizhou, Yunan Li*, Huijuan Fang, Wentian Xin, Zixiang Lu, Qiguang Miao*. "Multi-Scale Attention 3D Convolutional Network for Multimodal Gesture Recognition." Sensors 22.6 (2022): 2405. [full_text]
Xiangzeng Liu, Jiepeng Xue, Xueling Xu, Zixiang Lu, Ruyi Liu, Yunan Li, Qiguang Miao. "Robust Multimodal Remote Sensing Image Registration Based on Local Statistical Frequency Information." Remote Sensing 2022, 14(4): 1051.
Daohui Ge, Ruyi Liu, Yunan Li, Qiguang Miao. "Reliable Memory Model for Visual Tracking." Electronics 10.20 (2021): 2488.
Yuanyuan Shi, Yunan Li*, Xiaolong Fu, Kaibin Miao, Qiguang Miao. "Review of dynamic gesture recognition." Virtual Reality & Intelligent Hardware, 2021, 3(3): 183-206.
Yunan Li, Jun Wan, Qiguang Miao, Sergio Escalera, Huijuan Fang, Huizhou Chen, Xiangda Qi, Guodong Guo. “CR-Net: A Deep Classification-Regression Network for Multimodal Apparent Personality Analysis.” International Journal of Computer Vision. 2020, 128(12): 2763-2780. [full_text][project]
Jun Wan, Chi Lin, Longyin Wen, Yunan Li, Qiguang Miao, Sergio Escalera, Gholamreza Anbarjafari, Isabelle Guyon, Guodong Guo, Stan Z Li . "ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition". IEEE Transactions on Cybernetics, 2020: 1-12.[full_text]
Yunan Li, Qiguang Miao, Kuan Tian, Yingying Fan, Xin Xu, Zhenxin Ma, Jianfeng Song. “Large-scale gesture recognition with a fusion of RGB-D data based on optical flow and the C3D model.” Pattern Recognition Letters. 2019, 119:187-194.
Ruiyi Liu, Qiguang Miao, Jianfeng Song, Yining Quan, Yunan Li, Pengfei Xu, Jing Dai. “Multiscale road centerlines extraction from high-resolution aerial imagery.” Neurocomputing. 2019, 329: 384-396.
Yunan Li, Qiguang Miao, Kuan Tian, Yingying Fan, Xin Xu, Rui Li, Jianfeng Song. “Large-scale Gesture Recognition with a Fusion of RGB-D Data Based on Saliency Theory and C3D model.” IEEE Transactions on Circuits and Systems for Video Technology. 2018, 28(10): 2956 - 2964.
Yunan Li, Qiguang Miao, Ruyi Liu, Jianfeng Song, Yining Quan, Yuhui Huang. “A multi-scale fusion scheme based on haze-relevant features for single image dehazing.” Neurocomputing. 2018, 283: 73-86.
Yunan Li, Qiguang Miao, Xiangda Qi, Zhenxin Ma, Wanli Ouyang. “A spatiotemporal attention based ResC3D model for large-scale gesture recognition”. Machine Vision and Application. 2018, 30(5): 875-888.
Qiguang Miao, Ruyi Liu, Peipei Zhao, Yunan Li, Erqiang Sun. “A semi-supervised image classification model based on improved ensemble projection algorithm.” IEEE Access, 2018, 6: 1372-1379.
苗启广, 李宇楠. 图像去雾霾算法的研究现状与展望. 计算机科学. 2017, 44(11):1-8. (in Chinese)
苗启广, 李宇楠, 徐昕. 基于3D CNN的大规模视频手势识别研究. 中兴通讯技术. 2017, 23(4):9-13. (in Chinese)
Yunan Li, Qiguang Miao, Jianfeng Song, Yining Quan, Weisheng Li. “Single image haze removal based on haze physical characteristics and adaptive sky region detection.” Neurocomputing. 2016, 182: 221-234.
Zhou, Benjia#, Yunan Li#(co-first author), and Jun Wan. "Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition." AAAI. 2021.[full_text][code]
Yunan Li, Qiguang Miao, Wanli Ouyang, Zhenxin Ma, Huijuan Fang, Chao Dong, Yining Quan. “LAP-Net: Level-Aware Progressive Network for Image Dehazing”, ICCV. 2019: 3276-3285. [full_text][project]
Qi Yuan, Jun Wan, Chi Lin, Yunan Li, Qiguang Miao, Stan Z. Li, Lihua Wang, Yunxiang Lu. Global and Local Spatial-Attention Network for Isolated Gesture Recognition. Chinese Conference on Biometric Recognition. 2019: 84-93.
Qiguang Miao, Yunan Li, Wanli Ouyang, Zhenxin Ma, Xin Xu, Weikang Shi, Xiaochun Cao. “Multimodal gesture recognition based on the ResC3D network.” ICCVW. 2017: 3047-3055. [full_text][project]
Yunan Li, Qiguang Miao, Kuan Tian, Yingying Fan, Xin Xu, Rui Li, Jianfeng Song. “Large-scale gesture recognition with a fusion of RGB-D data based on the C3D model.” ICPR. 2016:25-30. [full_text]
Qiguang Miao, Ruyi Liu, Yiding Wang, Jianfeng Song, Yining Quan, Yunan Li. “Remote sensing image fusion based on shearlet and genetic algorithm.” Bio-Inspired Computing-Theories and Applications. 2015: 283-294.
苗启广,李宇楠,刘向增,刘如意. 手势识别技术理论与应用. 西安:西安电子科技大学出版社,2022.
Awards
2021年度中国电子学会优秀博士论文, 2022.02
2021陕西省计算机学会“计算机领域优秀青年专家 ”, 2021.12
ACM China Council Xi'an Chapter Doctoral Dissertation Award, 2021.07
2020 Shaanxi Computer Foundation Doctoral Dissertation Award, 2020.12
Chinese Conference on Biometric Recognition, Best poster award. 2019.10
2018 National Scholarship, 2018.12
2017 National Scholarship, 2017.12
2017 Chalearn LAP Large-scale Isolated Gesture Recognition Challenge (2nd Round) 1st place,2017.10
2016 National Scholarship, 2016.12
2016 Chalearn LAP Large-scale Isolated Gesture Recognition Challenge, 1st place, 2016.12