Dr. Qiong Ran
Associate Professor, master's tutor
member of Information Science and Technology
Email: ranqiong@mail.buct.edu.cn
Research Field
Models and algorithms for remote sensing image processing and information extraction.
Employment
Jan. 2018–Present: Associate Professor, Beijing University of Chemical Technology
May.2014–Dec. 2017: Lecturer, Beijing University of Chemical Technology
Aug. 2012–May. 2014: Senior Engineer, Twenty First Century Aerospace Technology Co., Ltd
May.2005-Aug.2012Engineer, Twenty First Century Aerospace Technology Co., Ltd
Research Projects as Principal Investigator (PI)
2019-2020, Target detection and fused decision based on remote sensing images, General Equipment Department Preparation Research Fund
2016-2018, Super resolution mapping of multi-temporal remote sensing images with sparse representation. National Natural Science Foundation of China.
2014-2015, Information extraction for hyperspectral images, Subprojects of Major Projects for the Earth Observation System
International Activities
Visiting at Heriot-Watt University, University College London, University of Strathclyde, UK, July 2019.
Visiting Scholar at the Mississippi State University (MSU), Starkville, USA, from Aug. 2016 to Aug. 2017.
Visiting at University of Tennessee, USA, Oct.2016.
Visiting Scholar at the University of Extremadura, Cáceres, Spain, from May to Aug. in 2014.
Visiting at Instituto de Telecomunicações, Instituto Superior Técnico, Universidade de Li**oa, Li**on, Portugal, June 2014.
Manuscript reviewer for a number of peer-review journals, e.g. IEEE Transactions on Neural Networks and Learning Systems, Remote Sensing，ISPRS Journal of Photogrammetry and Remote Sensing, Sensors, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Geoscience and Remote Sensing Letters, International Journal of Remote Sensing, Journal of Applied Remote Sensing, Applied Sciences, etc.
Publications
Qiong Ran，Mengwei Li，Boya Zhao, Zhipeng He, Yuanfeng Wu. L1RR:model pruning using dynamic and self-adaptive sparsity for remote-sensing target detection to prevent target feature loss. Remote Sensing, 2024, 16: 1-26.
Qiong Ran, Zedong Liu, Xiaotong Sun, Xusun, Bing Zhang, Qiandong Guo, Jinnian Wang. Anomaly detection for hyperspectal images based on improved low-rank and sparse Earth Observations and Remote Sensing, 2021,14: 6339-6351.
Dandan Cao, Mengmeng Zhang, Wei Li, Qiong Ran. Hyperspectral and infrared image collaborative classification based on morphology feature extraction. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 4405.
Qiong Ran, Qing Wang, Boya Zhao, Yuanfeng Wu, Shengliang Pu, Zijin Li. Lightweight oriented object detection using multiscale context and enhanced channel attention in remote sensing images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 5786-5795.
Ke Zheng, Lianru Gao, Qiong Ran, Ximin Cui, Bing Zhang, Wenzhi Liao, Sen Jia. Separable-spectral convolution and inception network for hyperspectral image super-resolution. International Journal of Machine Learning and Cybernetics, 2019, 10: 2593-2607.
Qiong Ran, Xiaodong Xu, Shizhi Zhao, Wei Li, Qian Du. Remote sensing images super-resolution with deep convolution networks. Multimedia Tools and Applications, 2019: 13-14.
Qiong Ran, Wei Li, Qian Du. Kernel one-class weighted sparse representation classification for change detection. Remote Sensing Letters, 2018, 9(6): 597-606.
Sarwar Shah Khan, Qiong Ran, Muzammil Khan. Image pan-sharpening using enhancement based approaches in remote sensing. Multimedia Tools and Applications, 2020, 79: 32791-32805.
Gaigai Zhang, Shizhi Zhao, Wei Li, Qian Du, Qiong Ran, Ran Tao. HTD-Net: A deep convolutional neural network for target detection in hyperspectral imagery. Remote Sensing, 2020, 12(9): 1489.
Sarwar Shah Khan, Qiong Ran, Muzammil Khan, Mengmeng Zhang. Hyperspectral image classification using nearest regularized subspace with Manhattan distance. Journal of Applied Remote Sensing, 2020, 14(3), 032604.
Sarwar Shah Khan, Muzammil Khan, Qiong Ran, Rashid Naseem. Challenges in opinion mining, comprehensive review. A Science and Technology Journal (Ciencia e Tecnica Vitivinicola), 2018, 33(11): 123-135.
Xiaodong Xu, Wei Li, Qiong Ran, Qian Du, Lianru Gao, Bing Zhang. Multisource remote sensing data classification based on convolutional neural network. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(2): 937-949.
Fubiao Feng, Qiong Ran, Wei Li. Multi-level fusion of graph-based discriminant analysis for hyperspectral image classification. Multimedia Tools and Applications, 2017, 76(21): 22959-22977.
Wei Li, Lucheng Wu, Xianbo Qiu, Qiong Ran, Xiaoming Xie. Parallel computation for blood cell classification in medical hyperspectral imagery. Measurement Science and Technology, 2016, 27 (9): 095102.
Qiong Ran, Mengmeng Zhang, Wei Li, Qian Du. Change detection with one-class sparse representation classifier. Journal of Applied Remote Sensing, 2016,10(4), 042006.
Qiong Ran, Wei Li, Qian Du, Chenghai Yang. Hyperspectral image classification for mapping agricultural tillage practices. Journal of Applied Remote Sensing,2015, 9(1), 097258.
Mingming Xiong, Qiong Ran, Wei Li, Jinyi Zou, Qian Du. Hyperspectral image classification using weighted joint collaborative representation. IEEE Geoscience and Remote Sensing Letter, 2015,12(6): 1209-1213.
Mingming Xiong, Fan Zhang, Qiong Ran, Wei Hu, Wei Li. Representation-based classifications with Markov random field model for hyperspectral urban data. Journal of Applied Remote Sensing, 2014, 8(1), 085097.
Qiong Ran, Wei Li, Qian Du, Mingming Xiong. Hyperspectral image classification with improved local-region filter. Journal of Applied Remote Sensing, 2014, 8(1), 085088.
Qiandong Guo, Bing Zhang, Qiong Ran, Lianru Gao, Jun Li, Antonio Plaza. Weighted-RXD and linear filter-based RXD: improving background statistics estimation for anomaly detection in hyperspectral imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014,7(6): 2351-2366.
Bing Zhang, Lina Zhuang, Lianru Gao, Wenfei Luo, Qiong Ran, Qian Du. PSO-EM: A hyperspectral unmixing algorithm based on normal compositional model. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(12): 7782-7792.