百晓学者学者目录

顾玲嘉

博士生导师、教授、研究员,吉林大学

精选作品

期刊论文

2023

Coexisting Cloud and Snow Detection Based on a Hybrid Features Network Applied to Remote Sensing Images

Yuhan Wang, Lingjia Gu, Xiaofeng Li, Fang Gao, T. Jiang

IEEE Transactions on Geoscience and Remote Sensing

2023

MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation

Yan Wang, Lingjia Gu, Tao Jiang, Fang Gao

IEEE Geoscience and Remote Sensing Letters

2023

Ship Contour Extraction From SAR Images Based on Faster R-CNN and Chan–Vese Model

Ming-Da Jiang, Lingjia Gu, Xiaofeng Li, Fang Gao, Tao Jiang

IEEE Transactions on Geoscience and Remote Sensing

2023

A novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China

Yanlin Wei, Xiaofeng Li, Lingjia Gu, Xingming Zheng, Tao Jiang

International Journal of Digital Earth

2023

Building Extraction From Very High-Resolution Remote Sensing Images Using Refine-UNet

Weiyan Qiu, Lingjia Gu, Fang Gao, Tao Jiang

IEEE Geoscience and Remote Sensing Letters

2022

Retrieval of chlorophyll-a concentration based on Sentinel-2 images in inland lakes

Xuming Shi, Lingjia Gu, Tao Jiang, Ming-Da Jiang

Optical Engineering + Applications

2022

Research on water body extraction based on a joint probability model of convolution neural network and spectral information

Si-Han Hu, Lingjia Gu, Ming-Da Jiang

Optical Engineering + Applications

2022

Deep learning combined with topology and channel features for road extraction from remote sensing images

Ci Gao, Lingjia Gu, Rui-Zhi Ren, Ming-Da Jiang

Optical Engineering + Applications

2022

Snow depth mapping in agricultural areas of Northeast China based on deep learning and multi-temporal Sentinel-1 data

Guangan Yu, Lingjia Gu, Rui-Zhi Ren, Ming-Da Jiang

Optical Engineering + Applications

2022

An Improved Spatiotemporal Fusion Algorithm for Monitoring Daily Snow Cover Changes With High Spatial Resolution

Yuhan Wang, Lingjia Gu, Xiaofeng Li, Fang Gao, Tao Jiang, Rui-Zhi Ren

IEEE Transactions on Geoscience and Remote Sensing

2022

Retrieval of Chlorophyll-a Concentrations Using Sentinel-2 MSI Imagery in Lake Chagan Based on Assessments with Machine Learning Models

Xuming Shi, Lingjia Gu, Tao Jiang, Xingming Zheng, Wen Dong, Z. Tao

Remote Sensing

2022

A Fine-Resolution Snow Depth Retrieval Algorithm From Enhanced-Resolution Passive Microwave Brightness Temperature Using Machine Learning in Northeast China

Yanlin Wei, Xiaofeng Li, Lingjia Gu, Xingming Zheng, Tao Jiang, Zhaojun Zheng

IEEE Geoscience and Remote Sensing Letters

2022

An Approach to Improve the Spatial Resolution and Accuracy of AMSR2 Passive Microwave Snow Depth Product Using Machine Learning in Northeast China

Yanlin Wei, Xiaofeng Li, Li Li, Lingjia Gu, Xingming Zheng, Tao Jiang, Xiaojie Li

Remote Sensing

2022

Snow Depth Estimation Based on Parameter Combinations Selection and Machine Learning Algorithm Using C-Band SAR Data in Northeast China

Xiaoxin Zhu, Lingjia Gu, Xiao-Feng Li, Tao Jiang

IEEE Geoscience and Remote Sensing Letters

2021

Increasing Snow–Soil Interface Temperature in Farmland of Northeast China from 1979 to 2018

Xiu-Xue Chen, Xiao-Feng Li, Lingjia Gu, Xingming Zheng, Guang-Rui Wang, Lei Li

Agriculture

2021

Ship target detection method for SAR image of FNLM filtering combined with faster R-CNN

Ming-Da Jiang, Lingjia Gu, Zheng Gong

Optical Engineering + Applications

2021

Building extraction algorithm based on improved adaptive MBI index in remote sensing image

Weiyan Qiu, Lingjia Gu, Ming-Da Jiang

Optical Engineering + Applications

2021

Research on fusion of SAR image and multispectral image using texture feature information

Kun-Peng Wu, Lingjia Gu, Ming-Da Jiang

Optical Engineering + Applications

2021

Building Extraction in Multitemporal High-Resolution Remote Sensing Imagery Using a Multifeature LSTM Network

Yuhan Wang, Lingjia Gu, Xiao-Feng Li, Rui-Zhi Ren

IEEE Geoscience and Remote Sensing Letters

2021

Research on farmland boundary extraction based on deep learning and edge detection operator for GF-2 data

Yan Wang, Lingjia Gu, H. Yan, Ming-Da Jiang

Optical Engineering + Applications

2021

A Dynamic Snow Depth Inversion Algorithm Derived From AMSR2 Passive Microwave Brightness Temperature Data and Snow Characteristics in Northeast China

Yanlin Wei, Xiao-Feng Li, Lingjia Gu, Xingming Zheng, Tao Jiang, Xiaojie Li, Xiangkun Wan

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2021

Fully Automated Classification Method for Crops Based on Spatiotemporal Deep-Learning Fusion Technology

Shuting Yang, Lingjia Gu, Xiao-Feng Li, Fang Gao, T. Jiang

IEEE Transactions on Geoscience and Remote Sensing

2021

Semiempirical Calibration of the WCM for Estimating Maize Biomass in Northeast China

Fachuan He, Lingjia Gu, Xingming Zheng, Rui-Zhi Ren

IEEE Geoscience and Remote Sensing Letters

2020

A Nondestructive Conductivity Estimating Method for Saline-Alkali Land Based on Ground Penetrating Radar

Bin Wu, Xiao-Feng Li, K. Zhao, Tao Jiang, Xingming Zheng, Xiaojie Li, Lingjia Gu, Xiaolong Wang

IEEE Transactions on Geoscience and Remote Sensing

2020

Land cover classification based on machine learning using UAV multi-spectral images

Lijia Pan, Lingjia Gu, Rui-Zhi Ren, Shuting Yang

Optical Engineering + Applications

2020

Forest classification based on GF-5 hyperspectral remote sensing data in Northeast China

Zheng Gong, Lingjia Gu, Rui-Zhi Ren, Shuting Yang

Optical Engineering + Applications

2020

Research on key parameters of forest height inversion method based on radar remote sensing images

H. Deng, Lingjia Gu, Rui-Zhi Ren, Shuting Yang

Optical Engineering + Applications

2020

Crop Classification Method Based on Optimal Feature Selection and Hybrid CNN-RF Networks for Multi-Temporal Remote Sensing Imagery

Shuting Yang, Lingjia Gu, Xiao-Feng Li, Tao Jiang, Rui-Zhi Ren

Remote Sensing

2019

Snow water equivalent retrieval algorithm in Jilin Province of China based on multi-temporal Sentinel-1 data

Xiaoxin Zhu, Lingjia Gu, Rui-Zhi Ren, Fachuan He

Optical Engineering + Applications

2019

Crop Classification based on Deep Learning in Northeast China using SAR and Optical Imagery

Lingjia Gu, Fachuan He, Shuting Yang

2019 SAR in Big Data Era (BIGSARDATA)

2019

Snow Depth Retrieval in Farmland Based on a Statistical Lookup Table from Passive Microwave Data in Northeast China

Lingjia Gu, Xin-Tong Fan, Xiao-Feng Li, Yanlin Wei

Remote Sensing

2019

Snow Covered Area Estimation for Forest Area in Northeastern China Based on Multi-temporal Sentinel-1 SAR Data

Xiaoxin Zhu, Lingjia Gu, Rui-Zhi Ren

Progress in Electromagnetics Research Symposium

2019

Forest Type Classification Method Using Multi-source Remote Sensing Data in Northeast China

Xiao-Hu Zhou, Lingjia Gu, Rui-Zhi Ren

Frontiers in Optics + Laser Science APS/DLS

2019

Research on crop classification in Northeast China based on deep learning for Sentinel-2 data

Shuting Yang, Lingjia Gu, Rui-Zhi Ren, Fachuan He

Optical Engineering + Applications

2019

Research on Maize Biomass Inversion Methods in Northeast China Based on Sentinel-1 Satellite Data

Fachuan He, Lingjia Gu, Rui-Zhi Ren, Xiao-Hu Zhou

Frontiers in Optics + Laser Science APS/DLS

2019

Forest Biomass Inversion in Jilin Province of China Based on Machine Learning and Multi-source Remote Sensing Data

He Liu, Lingjia Gu, Rui-Zhi Ren

Progress in Electromagnetics Research Symposium

2019

Classification of forest vegetation types in Jilin Province, China based on deep learning and multi-temporal Sentinel-2 data

He Liu, Lingjia Gu, Rui-Zhi Ren, Fachuan He

Optical Engineering + Applications

2019

Verification and analysis of passive microwave snow depth retrieve algorithm based on snow survey data in China

Yanlin Wei, Lingjia Gu, Rui-Zhi Ren, Fachuan He

Optical Engineering + Applications

2019

An Improved Snow Depth Retrieval Algorithm for AMSR2 Passive Microwave Data Based on Snow Survey Data in Northeast China

Yanlin Wei, Xiao-Feng Li, K. Zhao, Lingjia Gu

Progress in Electromagnetics Research Symposium

2019

Research on Building Extraction of Multi-temporal Remote Sensing Image Based on Deep Learning

Yuhan Wang, Lingjia Gu, Rui-Zhi Ren, Xiao-Hu Zhou

Frontiers in Optics + Laser Science APS/DLS

2018

Research of forest type identification based on multi-dimensional POLSAR data in northeast China

Xiao-Hu Zhou, Lingjia Gu, Rui-Zhi Ren, Xin-Tong Fan

Optical Engineering + Applications

2018

Snow Depth Retrieval Based on a Multifrequency Passive Microwave Unmixing Method for Saline-Alkaline Land in the Western Jilin Province of China

Lingjia Gu, Rui-Zhi Ren, Xiao-Feng Li, K. Zhao

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2018

Automatic snow grain size measurement method based on adaptive minimum circumscribed rectangle

Xin-Tong Fan, Lingjia Gu, Rui-Zhi Ren, Hao-Yang Fu

2018

Research on crop classification in northeast China based on multi-source and multi-temporal SAR Images

Fachuan He, Lingjia Gu, Rui-Zhi Ren, Xin-Tong Fan

Optical Engineering + Applications

2018

Building extraction method based on the spectral index for high-resolution remote sensing images over urban areas

Lingjia Gu, Qiong Cao, Rui-Zhi Ren

Journal of Applied Remote Sensing

2018

Snow Cover Monitoring Algorithm in Northeast China Using FY-2G Satellite Data

Tong Wu, Lingjia Gu, Rui-Zhi Ren, Hao-Yang Fu

2018

A land-cover classification method of high-resolution remote sensing imagery based on convolution neural network

Yuhan Wang, Lingjia Gu, Rui-Zhi Ren, Xu Zheng, Xin-Tong Fan

Optical Engineering + Applications

2018

Classification of Saline-alkaline Soil Using Multispectral Remote Sensing Data

Hao-Yang Fu, Chenglin Sun, Lingjia Gu

2017

Building detection from high-resolution remotely sensed images

Qiong Cao, Lingjia Gu, Rui-Zhi Ren

2017

Super-resolution algorithm based on sparse representation and wavelet preprocessing for remote sensing imagery

Rui-Zhi Ren, Lingjia Gu, Hao-Yang Fu, Chenglin Sun

2017

Application of multi-scale segmentation algorithms for high resolution remote sensing image

Tingting Zhou, Lingjia Gu, Rui-Zhi Ren

Optical Engineering + Applications

2017

Comparison of snow depth retrieval algorithm in Northeastern China based on AMSR2 and FY3B-MWRI data

Xin-Tong Fan, Lingjia Gu, Rui-Zhi Ren, Tingting Zhou

Optical Engineering + Applications

2017

Research on snow cover monitoring of Northeast China using Fengyun Geostationary Satellite

Tong Wu, Lingjia Gu, Rui-Zhi Ren, Tingting Zhou

Optical Engineering + Applications

2017

Vehicle Extraction from UAV Data

Tingting Zhou, Lingjia Gu, Rui-Zhi Ren, Qiong Cao

2016

A linear signal transmission system calibration method of wideband GPR

Bin Wu, K. Zhao, Lingjia Gu, Qiong Cao, Xiao-Feng Li, Xingming Zheng

Optical Engineering + Applications

2016

Snow Depth Retrieval Based on a Multifrequency Dual-Polarized Passive Microwave Unmixing Method From Mixed Forest Observations

Lingjia Gu, Rui-Zhi Ren, Xiao-Feng Li

IEEE Transactions on Geoscience and Remote Sensing

2016

Snow cover identification of saline-alkali land in the Western Jilin province of China based on MWRI data

Ming-Bo Sun, Lingjia Gu, Rui-Zhi Ren, Qiong Cao

Optical Engineering + Applications

2016

Microwave Unmixing With Video Segmentation for Inferring Broadleaf and Needleleaf Brightness Temperatures and Abundances From Mixed Forest Observations

Lingjia Gu, K. Zhao, Bormin Huang

IEEE Transactions on Geoscience and Remote Sensing

2016

Research of building information extraction and evaluation based on high-resolution remote-sensing imagery

Qiong Cao, Lingjia Gu, Rui-Zhi Ren, Lang Wang

Optical Engineering + Applications

2016

Effects of snow cover on ground thermal regime: A case study in Heilongjiang Province of China

Xiao-Feng Li, Xingming Zheng, Li-Li Wu, K. Zhao, T. Jiang, Lingjia Gu

Chinese Geographical Science

2016

The research of road and vehicle information extraction algorithm based on high resolution remote sensing image

Tingting Zhou, Lingjia Gu, Rui-Zhi Ren, Qiong Cao

Optical Engineering + Applications

2016

Snow parameter analysis of saline-alkali land in the western Jilin Province of China based on remote sensing data

Lingjia Gu, Ming-Bo Sun, Rui-Zhi Ren

Progress in Electromagnetics Research Symposium

2016

A novel method for wideband pulsed electromagnetic wave propagation characteristic analysis in layered medium

Bin Wu, K. Zhao, Lingjia Gu, Xiao-Feng Li, Xingming Zheng, T. Jiang

Progress in Electromagnetics Research Symposium

2015

Salinity and soil moisture retrieval algorithms in western Jilin Province of China using passive microwave remote sensing data

Hao-Yang Fu, Lingjia Gu, Rui-Zhi Ren

SPIE Optical Engineering + Applications

2015

Snow depth retrieval algorithm of saline-alkali land in the western Jilin Province of China using passive microwave remote sensing data

Ming-Bo Sun, Lingjia Gu, Rui-Zhi Ren, Hao-Yang Fu

SPIE Optical Engineering + Applications

2015

Method for decomposing passive microwave mixed pixel of forest land accumulated snow based on multi-frequency and dual-polarization

Lingjia Gu, Rui-Zhi Ren

2014

MODIS images super-resolution algorithm via sparse representation

Yue Pang, Lingjia Gu, Rui-Zhi Ren, Jian Sun

Optics & Photonics - Optical Engineering + Applications

2014

Correction method of physical temperature variation for airborne double-antenna microwave radiometer

Jian Sun, K. Zhao, Tao Jiang, Lingjia Gu

Optics & Photonics - Optical Engineering + Applications

2014

Land salinization classification method using Landsat TM in western Jilin Province of China

Hao-Yang Fu, Lingjia Gu, Rui-Zhi Ren, Jian Sun

Optics & Photonics - Optical Engineering + Applications

2014

Saline-alkali soil characteristic detection method based on passive microwave mixed pixel decomposition technology

Lingjia Gu, Rui-Zhi Ren, Shuang Zhang

2014

Snow depth and snow cover retrieval from FengYun3B microwave radiation imagery based on a snow passive microwave unmixing method in Northeast China

Lingjia Gu, Rui-Zhi Ren, K. Zhao, Xiao-Feng Li

2013

An effective method of image registration for super-resolution

Yue Pang, Lingjia Gu, Rui-Zhi Ren, Jian Sun

Optics & Photonics - Optical Engineering + Applications

2013

Saline-alkali land classification using MODIS data In Western Jilin Province, China

Lingjia Gu, Rui-Zhi Ren, Junsheng Cao, Jian Sun

Optics & Photonics - Optical Engineering + Applications

2013

A new airborne Ka-band double-antenna microwave radiometer for cloud liquid water content measurement

Jian Sun, K. Zhao, T. Jiang, Lingjia Gu

Optics & Photonics - Optical Engineering + Applications

2012

Evaluation of spatial upscaling methods based on remote sensing data with multiple spatial resolutions

Rui-Zhi Ren, Lingjia Gu, Junsheng Cao, Hai-Peng Chen, Jian Sun

Optics & Photonics - Optical Engineering + Applications

2012

Research of snow detection in Northeast China based on MODIS and AMSR-E data

Lingjia Gu, K. Zhao, Xingming Zheng

International Symposium on Instrumentation and Measurement, Sensor Network and Automation

2012

Retrieval of snow depth in northeast China using FY-3B/MWRI passive microwave remote sensing data

Rui-Zhi Ren, Lingjia Gu, Hai-Peng Chen, Junsheng Cao

Optics & Photonics - Optical Engineering + Applications

2012

An Analysis on Electrical Conduction Spatial Characteristics in Saline-Alkali Soil

Xingming Zheng, K. Zhao, Lingjia Gu

2012

Clouds and Clouds Shadows Detection and Matching in MODIS Multispectral Satellite Images

Rui-Zhi Ren, Lingjia Gu, Hao-Feng Wang

International Conference on E-Business and E-Government

2011

Comparative analysis of microwave brightness temperature data in Northeast China using AMSR-E and MWRI products

Lingjia Gu, K. Zhao, Shu-Wen Zhang, Shuang Zhang

2011

Automatic Cloud Detection and Removal Algorithm for MODIS Remote Sensing Imagery

Lingjia Gu, Rui-Zhi Ren, Shuang Zhang

Journal of Software

2011

An AMSR-E data unmixing method for monitoring flood and waterlogging disaster

Lingjia Gu, K. Zhao, Shuang Zhang, Xingming Zheng

2010

Stripe noise removal method for MODIS remote sensing imagery

Rui-Zhi Ren, Shu-Xu Guo, Lingjia Gu, Xiang-Xin Shao

International Conference on Computer Engineering and Technology

2010

MODIS imagery geometric precision correction based on longitude and latitude information

Lingjia Gu, Rui-Zhi Ren, Hao-Feng Wang

2010

Fast bowtie effect elimination for MODIS L1B data

Rui-Zhi Ren, Shu-Xu Guo, Lingjia Gu

2009

Automatic Thick Cloud Removal for MODIS Remote Sensing Imagery

Rui-Zhi Ren, Shu-Xu Guo, Lingjia Gu, Hao-Feng Wang

International Conference on Information Engineering and Computer Science

2009

Method for detecting cloud height by utilizing cloud shadow information in satellite remote sensing data

Rui-Zhi Ren, Jiang-Dong Dan, Shuang Zhang, Hao-Feng Wang, Shu-Xu Guo, Lingjia Gu

2009

An effective method for the detection and removal of thin clouds from MODIS image

Rui-Zhi Ren, Shu-Xu Guo, Lingjia Gu, Lang Wang, Xu Wang

Optical Engineering + Applications

2009

A lossless compression method based on mix coding and IWT for MODIS image

Rui-Zhi Ren, Shu-Xu Guo, Lingjia Gu, Lang Wang, Xu Wang

Optical Engineering + Applications

2008

Hyperspectral image lossless compression algorithm based on error compensated prediction tree of multi-band prediction

Lang Wang, Shu-Xu Guo, Lingjia Gu, Rui-Zhi Ren

Optical Engineering + Applications

2007

Research of the camera calibration based on digital image processing

Lingjia Gu, Shu-Xu Guo, Dan Zhang, Yali Wang

SPIE Optical Engineering + Applications

2007

Ultraspectral sounder data compression using the Tunstall coding

Shih-Chieh Wei, Bormin Huang, Lingjia Gu

SPIE Optical Engineering + Applications

2007

The compression algorithm of target image based on ROI

Lingjia Gu, Shu-Xu Guo, Wen-Bo Jing, Chao Zhai, X. Lu

SPIE Optical Engineering + Applications

2007

An Automatic Target Image Mosaic Algorithm

Lingjia Gu

EUROCON Conference

2007

A novel method for target detection and tracking

Lingjia Gu

2006

A novel method of dynamic target detection

Lingjia Gu, Shu-Xu Guo, Rui-Zhi Ren, Jin Duan, Wen-Bo Jing, Shuang Zhang

International Symposium on Instrumentation and Control Technology

2006

Research of the novel fast dynamic target detection method

Lingjia Gu, Shu-Xu Guo, Jin Duan, Wen-Bo Jing, Rui-Zhi Ren

ISCA International Conference on Computer Applications in Industry and Engineering

2006

Segmentation of License Plates Characters Based on Miniarea Method

Lingjia Gu

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