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张良培

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张良培

中文名张良培

性别男

科研方向测绘、遥感图像处理、人工智能、模式识别等

国籍中国

目录导航

个人简历

武汉大学测绘遥感信息工程国家重点实验室教授，973首席科学家。长期从事测绘、遥感科学与技术、图象处理、模式识别等方向的研究，已在国内外学术刊物、会议上发表科研论文近300篇。主持和作为研究骨干完成了三十多项国家自然科学基金、国防科工委、863、973等方面的科研项目，获国家省部级科技一等奖四项，两次获全国百篇优秀博士论文指导教师称号。

参选院士

张良培教授是2013年中国科学院地学部院士增选的有效候选人；

张良培教授是2017年中国科学院地学部院士增选的有效候选人。

研究方向

· 高光谱遥感 hyperspectral remote sensing

张良培· 计算智能及其在遥感影像处理中的应用 computational Intelligence and its application in remote sensing image processing

· 高分辨率影像处理 high-resolution remote sensing

· 影像处理工程 image processing engineering

· 遥感应用 applications of remote sensing

· 模式分析与机器学习 pattern analysis and machine learning

学术成果

部分英文论文：（论文与学生合作完成）

张良培Luo, B., Zhang, L., 2013, Robust auto-dual morphological profiles for the classification of high-resolution satellite images,

Yuan, Q., Zhang, L., Shen, H., 2013, Regional Spatially Adaptive Total Variation Super-resolution with Spatial Information Filtering and Clustering,

Li, X., Shen, H., Zhang, L., Tao, D., 2013, Compressed Sensing Based Inpainting of Aqua MODIS Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning,

Zhang, L., Zhang, L., Tao, D., Huang, X., 2013, Sparse Transfer Manifold Embedding for Hyperspectral Target Detection,

Zhong, Y., Zhao, B., Zhang, L., 2013, A Multi-Agent Object-Based Classifier for High Spatial Resolution Imagery,

Xu, X., Zhong, Y., Zhang, L., 2013, Adaptive Sub-Pixel Mapping Based on a Multi-Agent System for Remote Sensing Imagery,

Li, H., Zhang, L., Shen, H., 2013, An Adaptive Non-Local Regularized Shadow Removal Method for Aerial Remote Sensing Images,

Cheng, Q., Shen, H., Zhang, L., Li, P., 2013,Inpainting for Remotely Sensed Images with a Multichannel Non-Local Total Variation Model,

Shi, Q., Zhang, L., Du, B., 2013,Semi-Supervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification,

Zeng, C., Shen, H., Zhang, L., 2013,Recovering Missing Pixels for Landsat ETM+ SLC-off Imagery Using Multi-temporal Regression Analysis and a Regularization Method,

Huang, X., Zhang, L., 2013,A Spectral-Spatial Multifeature SVM Ensemble Approach for Classification of High-resolution Remotely Sensed Imagery,

Zhang, L., Shen, H., Gong, W., Zhang, H., 2012,Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images,

Zhang, L., Zhang, L., Tao, D., Huang, X., 2013, Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction,

Zhong, Y., Zhang, L., 2012, Remote Sensing Image Sub-pixel Mapping based on Adaptive Differential Evolution,

Li, H., Zhang, L., Shen, H., 2012,A Perceptually Inspired Variational Method for the Uneven Intensity Correction of Remote Sensing Images, ,

Yuan, Q., Zhang, L., Shen, H., 2012,Hyperspectral Image Denoising Employing a Spectral-spatial Adaptive Total Variation Model,

Yuan, Q., Zhang, L., Shen, H., 2012,Muti-frame Super-resolution Employing a Spatially Weighted Total Variation Model, vol. 22, No.3, pp. 379-392.

Zhang, L., Zhang, L., Tao, D., Huang, X., 2012, On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification, ,

Jiao, H., Zhong, Y., Zhang, L., 2012,Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm for Hyperspectral Remote Sensing Data,

Zhong, Y., Zhang, L., 2012,An Adaptive Artificial Immune Network for Supervised Classification of Multi/Hyper-Spectral Remote Sensing Imagery,

Li, H., Zhang, L., 2011,A Hybrid Automatic Endmember Extraction Algorithm Based On A Local Window,

Du, B., Zhang, L., 2011 ,Random Selection based Anomaly Detector for Hyperspectral Imagery,

Yuan, Q., Zhang, L., Shen, H., Li, P., 2010,Adaptive multiple-frame image super-resolution based on U-curve,

Zhang, L., Du, B., Zhong, Y., 2010,Hybrid Detectors based on Selective Endmembers,

Shen, H., Zhang, L., 2009,A MAP-Based Algorithm for Destriping and Inpainting of Remotely Sensed Images,

Huang , X., Zhang , L., 2008 ,An Adaptive Mean Shift Analysis Approach for Object Extraction and Classification from Urban Hyperspectral Imagery, ,

Zhong , Y., Zhang , L., Gong, J., Li, P. , 2007,A Supervised Artificial Immune Classifier for Remote Sensing Imagery,

Wang , Y., Zhang , L., Li, P. , 2007,A Scale-Based Forward-and-Backward Diffusion Algorithm for Image Enhancement and Noise Reduction,

Zhao , Y., Zhang , L., Li, P. , 2007 ,Classification of High Spatial Resolution Imagery Using Improved General Markov Random Field – Based Texture Features, .

Zhang , L., Zhong , Y. , Huang, B. , Li, P. , 2007, Dimensionality Reduction Based on Clonal Selection for Hyperspectral Imagery,

Shen, H., Zhang , L., Huang, B. , Li, P. , 2007,A MAP Approach for Joint Motion Estimation, Segmentation and Super Resolution,

Zhang , L., Huang , X., Huang, B. , Li, P. , 2006 ,A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery, .

Zhong , Y., Zhang , L., Huang, B. , Li, P. , 2006,An Unsupervised Artificial Immune Classifier for Multi/hyper-spectral Remote Sensing Image,