張良培，男，1962年生。博士，武漢大學教育部“長江學者”特聘教授、博士生導師。長期從事測繪、遙感圖像處理、人工智慧、模式識別等方向的科學研究工作。已在國內外學術刊物上發表科研論文近300篇，主持和參加完成了三十多項國家自然科學基金重點、國防、863和973等方面的科研項目。獲國家測繪科技進步一等獎、教育部自然科學一等獎、武漢大學優秀教師、全國百篇優秀博士論文指導教師等獎勵。
基本介紹
- 中文名：張良培
- 國籍：中國
- 出生日期：1962年
- 性別：男
個人簡歷,參選院士,主要研究方向,主要學術成果,主要專利,主要擔任職務,特約審稿員,主要榮譽,
個人簡歷
武漢大學測繪遙感信息工程國家重點實驗室教授，教育部長江學者，973首席科學家。長期從事測繪、遙感科學與技術、圖象處理、模式識別等方向的研究，已在國內外學術刊物、會議上發表科研論文近300篇。主持和作為研究骨幹完成了三十多項國家自然科學基金、國防科工委、863、973等方面的科研項目，獲國家省部級科技一等獎四項，兩次獲全國百篇優秀博士論文指導教師稱號。
參選院士
張良培教授是2013年中國科學院地學部院士增選的有效候選人；
張良培教授是2017年中國科學院地學部院士增選的有效候選人。
主要研究方向
· 高光譜遙感 hyperspectral remote sensing
· 計算智慧型及其在遙感影像處理中的套用 computational Intelligence and its application in remote sensing image processing
· 高解析度影像處理 high-resolution remote sensing
· 影像處理工程 image processing engineering
· 遙感套用 applications of remote sensing
· 模式分析與機器學習 pattern analysis and machine learning
主要學術成果
部分英文論文： （論文與學生合作完成）
Luo, B., Zhang, L., 2013, Robust auto-dual morphological profiles for the classification of high-resolution satellite images, IEEE Trans. on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2013.2251468.
Yuan, Q., Zhang, L., Shen, H., 2013, Regional Spatially Adaptive Total Variation Super-resolution with Spatial Information Filtering and Clustering, IEEE Trans. on Image Processing, DOI: 10.1109/TIP.2013.2251648.
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, IEEE Trans. on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2013.2245509.
Zhang, L., Zhang, L., Tao, D., Huang, X., 2013, Sparse Transfer Manifold Embedding for Hyperspectral Target Detection, IEEE Trans. on Geoscience and Remote Sensing, DOI:10.1109/TGRS.2013.2246837.
Zhong, Y., Zhao, B., Zhang, L., 2013, A Multi-Agent Object-Based Classifier for High Spatial Resolution Imagery, IEEE Trans. on Geoscience and Remote Sensing, DOI：10.1109/TGRS.2013.2244604.
Xu, X., Zhong, Y., Zhang, L., 2013, Adaptive Sub-Pixel Mapping Based on a Multi-Agent System for Remote Sensing Imagery, IEEE Trans. on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2013.2244095.
Li, H., Zhang, L., Shen, H., 2013, An Adaptive Non-Local Regularized Shadow Removal Method for Aerial Remote Sensing Images, IEEE Trans. on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2012.2236562.
Cheng, Q., Shen, H., Zhang, L., Li, P., 2013,Inpainting for Remotely Sensed Images with a Multichannel Non-Local Total Variation Model, IEEE Trans. on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2012.2237521.
Shi, Q., Zhang, L., Du, B., 2013,Semi-Supervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification, IEEE Trans. on Geoscience and Remote Sensing, DOI：10.1109/TGRS.2012.2230445.
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, Remote Sensing of Environment, 131，PP.182–194。
Huang, X., Zhang, L., 2013,A Spectral-Spatial Multifeature SVM Ensemble Approach for Classification of High-resolution Remotely Sensed Imagery, IEEE Trans. on Geoscience and Remote Sensing, Vol.51, No.1, pp:257-272.
Zhang, L., Shen, H., Gong, W., Zhang, H., 2012,Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images, IEEE Trans. on Systems, Man and Cybernetics, Part B, Vol.42, No.6, pp:1693-1704.
Zhang, L., Zhang, L., Tao, D., Huang, X., 2013, Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction, IEEE Trans. on Geoscience and Remote Sensing, Vol.51, pp: 242-256
Zhong, Y., Zhang, L., 2012, Remote Sensing Image Sub-pixel Mapping based on Adaptive Differential Evolution, IEEE Trans. on Systems, Man and Cybernetics, Part B , Vol.42, No.5, PP.1306-1329.
Li, H., Zhang, L., Shen, H., 2012,A Perceptually Inspired Variational Method for the Uneven Intensity Correction of Remote Sensing Images,IEEE Trans. on Geoscience and Remote Sensing,Vol.22, No.8, pp.3053 - 3065.
Yuan, Q., Zhang, L., Shen, H., 2012,Hyperspectral Image Denoising Employing a Spectral-spatial Adaptive Total Variation Model,IEEE Trans. on Geoscience and Remote Sensing , Vol.50, No.10, PP.3660-3677.
Yuan, Q., Zhang, L., Shen, H., 2012,Muti-frame Super-resolution Employing a Spatially Weighted Total Variation Model, IEEE Trans. on Circuits and Systems for Video Technology,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, IEEE Trans. on Geoscience and Remote Sensing, vol. 50, No.3, pp. 879-893.
Jiao, H., Zhong, Y., Zhang, L., 2012,Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm for Hyperspectral Remote Sensing Data,IEEE Trans. on Geoscience and Remote Sensing , Vol.50, No.10, PP.4085-4104.
Zhong, Y., Zhang, L., 2012,An Adaptive Artificial Immune Network for Supervised Classification of Multi/Hyper-Spectral Remote Sensing Imagery,IEEE Trans. on Geoscience and Remote Sensing, vol. 50, No.3, pp. 894-909.
Li, H., Zhang, L., 2011,A Hybrid Automatic Endmember Extraction Algorithm Based On A Local Window,IEEE Trans. on Geoscience and Remote Sensing,Vol.49, No.11, pp.4223-4237.
Du, B., Zhang, L., 2011 ,Random Selection based Anomaly Detector for Hyperspectral Imagery, IEEE Trans. on Geoscience and Remote Sensing, Vol.49, pp.1578-1589 .
Yuan, Q., Zhang, L., Shen, H., Li, P., 2010,Adaptive multiple-frame image super-resolution based on U-curve,IEEE Trans. on Image Processing ,Vol.19,No.12,pp.3157-3170.
Zhang, L., Du, B., Zhong, Y., 2010,Hybrid Detectors based on Selective Endmembers,IEEE Trans. on Geoscience and Remote Sensing, Vol. 48, No. 6 , pp.2633–2646.
Shen, H., Zhang, L., 2009,A MAP-Based Algorithm for Destriping and Inpainting of Remotely Sensed Images,IEEE Trans. on Geoscience and Remote Sensing, Vol. 47, No. 5 , pp.1492 –1502.
Huang , X., Zhang , L., 2008 ,An Adaptive Mean Shift Analysis Approach for Object Extraction and Classification from Urban Hyperspectral Imagery, IEEE Trans. on Geoscience and Remote Sensing, Vol.46, No.12, 4173-4185.
Zhong , Y., Zhang , L., Gong, J., Li, P. , 2007,A Supervised Artificial Immune Classifier for Remote Sensing Imagery, IEEE Trans. On Geoscience and Remote Sensing, Vol.45, No.12, pp.3957-3966.
Wang , Y., Zhang , L., Li, P. , 2007,A Scale-Based Forward-and-Backward Diffusion Algorithm for Image Enhancement and Noise Reduction, IEEE Trans. on Image Processing, Vol.16, No.7, pp.1854-1864.
Zhao , Y., Zhang , L., Li, P. , 2007 ,Classification of High Spatial Resolution Imagery Using Improved General Markov Random Field – Based Texture Features,IEEE Trans. On Geoscience and Remote Sensing, Vol.45, No.5, pp.1458 -1468.
Zhang , L., Zhong , Y. , Huang, B. , Li, P. , 2007, Dimensionality Reduction Based on Clonal Selection for Hyperspectral Imagery, IEEE Trans. On Geoscience and Remote Sensing, Vol.45, No.12, pp.4172-4185.
Shen, H., Zhang , L., Huang, B. , Li, P. , 2007,A MAP Approach for Joint Motion Estimation, Segmentation and Super Resolution, IEEE Trans. on Image Processing, Vol.16, No.2,pp.479-490.
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,IEEE Trans. on Geoscience and Remote Sensing, Vol.44, No.10, pp. 2950–2961.
Zhong , Y., Zhang , L., Huang, B. , Li, P. , 2006,An Unsupervised Artificial Immune Classifier for Multi/hyper-spectral Remote Sensing Image,IEEE Trans. on Geoscience and Remote Sensing, Vol.44, No.2, pp. 420–431
主要專利
· 一種推掃式衛星影像 CCD 相對輻射校正方法 200410060986.8
· 一種遙感影像的人工免疫監督分類方法 200610019506.2
· 一種遙感影像的人工免疫特徵選擇方法 200610019507.7
· 一種遙感影像的人工免疫非監督分類方法 200610019508.1
· 一種可調節的光譜和空間特徵混合分類方法 200610124494.X
主要擔任職務
SPIE member
IEEE Senior member
IEEE Computer Society member
IEEE Communications Society member
國家973計畫 “空間觀測全球變化敏感因子的機理與方法” 專家組成員
國家科學技術獎評審專家
遙感學會常務理事
中國圖象圖形學學會常務理事
國際地圈生物圈計畫中國全國委員會RS/GIS工作組成員
Geo-Spatial Information Science學報編委 遙感學報副主編
International Journal of Ambient Computing and Intelligence (IJACI) 副主編
International Journal of Image and Graphics副主編
測繪遙感信息工程國家重點實驗室工會(掛名)主席(2000-2007)
測繪遙感信息工程國家重點實驗室黨委委員
教工(測繪)業餘籃球協會自封會長
中國地大（武漢）兼職教授
香港中文大學 地球信息科學聯合實驗室客座教授
特約審稿員
Computing in Science and Engineering
Environmental Monitoring and Assessment
IEEE Sensors Journal
IET Signal Processing
Journal of Applied Remote Sensing
IEEE Transactions on Systems, Man and Cybernetics- Part C
ISPRS Journal of Photogrammetry and Remote Sensing
The Imaging Science Journal
IEEE Transactions on Geoscience and Remote Sensing
International Journal of Digital Earth
EURASIP Journal on Advances in Signal Processing
IEEE Geoscience and Remote Sensing Letters
IEEE Transactions on Circuits and Systems I (TCAS-I)
Image and Vision Computing Journal
International Journal of Imaging Systems and Technology
EURASIP Journal on Applied Signal Processing
IEEE Transactions on Systems, Man and Cybernetics-Part B
Computers & Geosciences
Biomedical Signal Processing and Control
International Journal of Remote Sensing
Photogrammetric Engineering and Remote Sensing
主要榮譽
指導的博士生李慧芳獲美國攝影測量協會（ASPRS）最佳論文ERDAS獎2013年
全國百篇優秀博士論文指導教師2012年
湖北省優秀博士論文指導教師2011年
國務院政府特殊津貼2010年
973計畫項目首席科學家2010年
指導的博士生黃昕獲美國攝影測量協會（ASPRS）最佳論文Boeing獎2010年
全國百篇優秀博士論文指導教師2009年
教育部自然科學獎一等獎2008年
教育部“長江學者獎勵計畫”特聘教授2007年
