个人简介 :

马雷，博士，中科院自动化所复杂系统认知与决策国家重点实验室副研究员、中国指挥与控制学会空天大数据与人工智能专业委员会委员。主要研究方向为遥感大数据智能处理与应用。主持 “十三五”、“十四五”航天领域预研、“十三五”航天领域基金、国家自然科学基金、北京市重大专项、中科院创新基金等课题40余项。发表论文20余篇，授权发明专利11项，出版专著1部。

发表论文 :

[1] Ling Wan, Lei Ma, Jialong Guo,et al. SLOW FEATURE ANALYSIS BASED ON CONVOLUTIONAL NEURAL NETWORK FOR SAR IMAGE CHANGE DETECTION, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, DOI:10.1109/IGARSS47720.2021.9553912.

[2] 凌晨,张鑫彤,马雷. 基于Mask R-CNN算法的遥感图像处理技术及其应用[J]. 计算机科学,47(10):151-160. DOI:10.11896/jsjkx.190900119, 2020.

[3] Xie G, Fan Z, Sun Y, Wu C, Ma L. WBNPMD: weighted bipartite network projection for microRNA-disease association prediction, Journal of Translational Medicine, 2019.

[4] Xie G, Huang S, Luo Y, Ma L , Lin Z, Sun Y. LLCLPLDA: a novel model for predicting lncRNA-disease associations[J]. Molecular genetics and genomics : MGG, 2019, 294(6):1477-1486.

[5] Feimo Li, Lei Ma, Jian Cai. Multi-Discriminator Generative Adversarial Network for High Resolution Gray-Scale Satellite Image Colorization, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018.

[6] Jian Cai, Lei Ma, Feimo Li, Yiping Yang. Joint Feature Network for Bridge Segmentation in Remote Sensing Images, IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium, 2515-2518, 2018.

[7] Bitao Jiang, Lei Ma. Remote Sensing Image Intelligent Interpretation Based on Knowledge, Communications in Computer and Information Science, Springer, SINC 2017, CCIS 803, pp.329-339, 2018, DOI: https://doi.org/10.1007/978-981-10-7877-4_30.

[8] Qi Shi, Lei Ma, Yiping Yang. Practical Method of Low-Light-Level Binocular Ranging Based on Triangulation and Error Correction, 2017 International Conference on Computer Science and Artificial Intelligence (CSAI 2017), 2017, DOI: https://doi.org/10.1145/3168390.3168417.

[9]Lei Ma. Shorthand Character Recognition based on Leap Motion Sensor, International Journal of Advanced Intelligence, 2017.

[10]Lei Ma, Bitao Jiang, Xinwei Jiang. Cloud Detection of Spaceborne Hyperspectral Imagery based on Sparse Support Vector Machine, International Geoscience and Remote Sensing Symposium, 2016.

[11]Ou Wu, Qiang You, Fen Xia, Lei Ma. Weiming Hu, Listwise Learning to Rank from Crowds, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2016.

[12]Xinwei Jiang, Jie Yang, Lei Ma. Yiping Yang, Multi-task Gaussian Process Regression-based Image Super Resolution, The British Machine Vision Association, 2015

[13] Lei Ma, Bitao Jiang, Xinwei Jiang, Ye Tian. SHADOW REMOVAL IN REMOTE SENSING IMAGES USING FEATURES SAMPLE MATTING, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015.

[14] Xinwei Jiang, Lei Ma, Yiping Yang. CLUSTER CONSTRAINT BASED SPARSE NMF FOR HYPERSPECTRAL IMAGERY UNMIXING, 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), pp. 5107-5111, 2014, DOI: 10.1109/ICIP.2014.7026034.

[15] Lei Ma, Bitao Jiang, Xinwei Jiang. HYPERSPECTRAL DATA RECOVERY WITH THE GRADIENT FIELD OF COINCIDENT PANCHROMATIC IMAGERY, 2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2946-2949, 2014.

[16] Lei Ma, Bitao Jiang. Edge Grouping with a Novel Shape Model for Object Detection. 2013 Seventh International Conference on Image and Graphics: 2013 Seventh International Conference on Image and Graphics (ICIG 2013), Institute of Electrical and Electronics Engineers, 186-191, 2013.

[17] Jiang B, Ma L. Contour-based Object Detection using Generalized Hough Transform, International Symposium on Multispectral Image Processing and Pattern Recognition. 2013.

[18]王彦情,马雷,田原. 光学遥感图像舰船目标检测与识别综述, State-of-the-art of Ship Detection and Recognition in Optical Remotely Sensed Imagery, 自动化学报, 2011.

[19] Ma L, Guo J, Wang Y, et al. Ship detection by salient convex boundaries, International Congress on Image and Signal Processing (CISP), 2010.

[20] Ma L, Wang Y, Tian Y, et al. On-line feature enhancement for adaptive object tracking, International Asia Conference on Informatics in Control, Automation and Robotics (CAR), 2010.

发明专利 :

[1] 马雷;江碧涛;蔡琳等，基于混合高斯模型的知识图谱中关系抽取方法和系统，201811625195.3，2019

[2] 蔡琳;马璐;马雷;江碧涛等，面向目标解译的多源遥感信息知识图谱构建方法和系统，201811625194.9，2019

[3] 江碧涛;马雷;王红钢，一种基于多视图多源融合的船只检测方法，201518004438.2，2018

[4] 江碧涛;马雷等，一种基于LASSO波段选择的快速高光谱云检测方法，201518004440.x，2018

[5] 马雷;翁璐斌;赵美静，一种具有旋转不变性的图像特征提取方法，201210371587，2016

[6] 马雷;潘春洪;张骞，一种面向对象的高光谱特征处理方法，201210398887.5，2015

[7] 马雷;张秀玲;田原;郭建恩;江碧涛，一种基于空间与光谱信息的高光谱自动云检测方法，201210249205.4，2014

[8] 张秀玲;王彦情;田原;杜娟;马雷等，一种基于图像类型分析的遥感图像色彩校正方法，201210224428.5，2012

出版专著 :

[1] 江碧涛;马雷;蔡琳，遥感图像融合技术, 科学出版社, 2018

获奖情况 :

[1] 2018年“眼神杯”遥感影像稀疏表征与智能处理算法大赛三等奖