Lingyan Ran
PhD, Associate Professor

Digital Video Processing Group
National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Northwestern Polytechnical University (NPU)
Xi'an, Shaanxi, P.R. China

Phone: +86-17791834424
Email:

Mailing address: PO Box 886, School of Computer Science, Chang'an Campus, Northwestern Polytechnical University, Xi'an, Shaanxi, P.R. China, 710129

About me

Lingyan Ran received his Bachelor degree and PhD degree from Northwestern Polytechnical University (NWPU), Xi'an, China, in 2011 and 2018. Earlier, he was a visiting scholar in Stevens Institute of Technology (SIT) Hoboken, NJ, from 2013 to 2015. His research interests include image classification and semantic segmentation. He is currently a member of China Society of Image and Graphics (CSIG).

To know more, please check CV-En, or CV-Zh.

Selected Publications

All publications and tech reports (Google scholar)
EMS-Net: Ensemble of Multiscale Convolutional Neural Networks for Classification of Breast Cancer Histology Images
Zhanbo Yang, Lingyan Ran, Shizhou Zhang, Yong Xia and Yanning Zhang
Neurocomputing, 2019.
MSA-Net: Multiscale Spatial Attention Network for the Classification of Breast Histology Images
Zhanbo Yang, Lingyan Ran, Yong Xia and Yanning Zhang
2019 International Conference on Brain-Inspired Cognitive Systems (BICS 2019), Guangzhou, China.
A Hyperspectral Image Classification Framework with Spatial Pixel Pair Features
Lingyan Ran, Yanning Zhang, Wei Wei and Qilin Zhang
Sensors 2017, 17, 2421.
Project page / bibtex / Source code /
Convolutional Neural Network-Based Robot Navigation Using Uncalibrated Spherical Images
Lingyan Ran, Yanning Zhang, Qilin Zhang and Tao Yang
Sensors 2017, 17, 1341.
Project page / bibtex / Source code /
Autonomous Near Ground Quadrone Navigation with Uncalibrated Spherical Images Using Convolutional Neural Networks
Lingyan Ran, Yanning Zhang and Tao Yang
Proceedings of the 14th International Conference on Advances in Mobile Computing and Multimedia (MoMM), 2016.
bibtex /
Bands Sensitive Convolutional Network for Hyperspectral Image Classification
Lingyan Ran, Yanning Zhang, Wei Wei and Tao Yang
Inter. Conf. on Internet Multimedia Computing and Service (ICIMCS), 2016.
bibtex /
Autonomous Wheeled Robot Navigation with Uncalibrated Spherical Images
Lingyan Ran, Yanning Zhang, Tao Yang and Peng Zhang
The 4th Chinese Conference on Intelligent Visual Surveillance (IVS), 2016.
bibtex /
CANNET: Context Aware Nonlocal Convolutional Networks for Semantic Image Segmentation
Lingyan Ran, Yanning Zhang and Gang Hua
International Conference on Image Processing (ICIP), 2015, Quebec City, Canada.
bibtex /
Compressive Tracking based on Superpixel Segmentation
Ting Chen, Hichem Sahli, Yanning Zhang, Tao Yang and Lingyan Ran
Proceedings of the 14th International Conference on Advances in Mobile Computing and Multimedia (MoMM), 2016.
bibtex /
Multiple-Layer Visibility Propagation-Based Synthetic Aperture Imaging through Occlusion
Tao Yang, Jing Li, Jingyi Yu, Yanning Zhang, Wenguang Ma, Xiaomin Tong, Rui Yu and Lingyan Ran
Sensors, 2015.
bibtex /
All-In-Focus Synthetic Aperture Imaging
Tao Yang, Yanning Zhang, Jingyi Yu, Jing Li, Wenguang Ma, Xiaomin Tong, Rui Yu, and Lingyan Ran
European Conference on Computer Vision (ECCV), 2014.
bibtex /
Simultaneous camera array focus plane estimation and occluded moving object imaging
Tao Yang, Yanning Zhang, Rui Yu, Xiaoqiang Zhang, Ting Chen, Lingyan Ran and Zhengxi Song
Image and Vision Computing (IVC), 2014.
bibtex /
Camera Array Synthetic Aperture Focusing and Fusion based Hidden Object Imaging
Tao Yang, Yanning Zhang, Rui Yu, Xiaoqiang Zhang, Ting Chen, Lingyan Ran and Zhengxi Song
Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering (ISciDE), 2011, Xi'an, China.
bibtex /

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Last update: Oct. 2017