基本信息
吴远峰  男  硕导  中国科学院空天信息创新研究院
电子邮件: wuyf@aircas.ac.cn
通信地址: 北京市海淀区邓庄南路9号
邮政编码: 100094

招生信息


招生专业
081002-信号与信息处理
085400-电子信息
招生方向
遥感图像解译与识别
计算智能及其遥感图像应用
星上实时遥感图像处理系统

教育背景

2007-09--2010-06   中国科学院研究生院(中国科学院大学)   博士学位
2004-09--2007-06   中国矿业大学(北京)   硕士学位(推免)
2000-09--2004-06   中国矿业大学(北京)   学士学位

工作经历

   
工作简历
2018-05~现在, 中国科学院空天信息创新研究院, 副研究员
2016-04~2016-06,西班牙拉斯帕尔马斯大学IUMA实验室, 访问学者
2015-02~2018-04,中国科学院遥感与数字地球研究所, 副研究员
2013-01~2015-01,中国科学院遥感与数字地球研究所, 助理研究员
2010-07~2012-12,中国科学院对地观测与数字地球科学中心, 助理研究员

专利与奖励

   
奖励信息
(1) 多谱段光学遥感及应用, 一等奖, 部委级, 2019
(2) 高光谱遥感研究集体, 特等奖, 院级, 2016
(3) 水环境遥感应用工程化处理技术研究与系统实现, 一等奖, 部委级, 2014
(4) 内陆水体富营养化高光谱遥感监测技术与应用, 二等奖, 部委级, 2013
(5) 天宫一号民用遥感数据处理系统, 三等奖, 部委级, 2012
专利成果
( 1 ) 光谱数据处理方法及装置, 发明专利, 2017, 第 1 作者, 专利号: ZL201410186847.3

( 2 ) 遥感图像检索方法及系统, 发明专利, 2017, 第 1 作者, 专利号: ZL201310512374.7

( 3 ) 高光谱遥感图像特征提取方法及装置, 发明专利, 2017, 第 1 作者, 专利号: ZL 201410145515.0

( 4 ) 高光谱遥感图像校正方法及装置, 发明专利, 2016, 第 1 作者, 专利号: ZL 201410171313.3

( 5 ) 数字图像显示方法以及高光谱望远镜, 发明专利, 2015, 第 2 作者, 专利号: ZL 201410075088.3

( 6 ) 一种水环境遥感反演模型选择方法及装置, 发明专利, 2015, 第 2 作者, 专利号: ZL201210238926.5

( 7 ) 一种水环境遥感数据处理方法及装置, 发明专利, 2014, 第 2 作者, 专利号: ZL201210212365.1

( 8 ) 一种水环境遥感监测校正检验方法及装置, 发明专利, 2014, 第 2 作者, 专利号: ZL201210212643.3

出版信息

   
发表论文
(1) Progress and challenges in intelligent remote sensing satellite systems, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 第 2 作者
(2) Target Detection Model Distillation Using Feature Transition and Label Registration for Remote Sensing Imagery, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 通讯作者
(3) Transferable network with Siamese architecture for anomaly detection in hyperspectral images, International Journal of Applied Earth Observations and Geoinformation, 2022, 第 5 作者
(4) Hyperspectral Image Classification with Localized Graph Convolutional Filtering, REMOTE SENSING, 2021, 通讯作者
(5) An improved aggregated-mosaic method for the sparse object detection of remote sensing imagery, Remote Sensing, 2021, 通讯作者
(6) Lightweight Oriented Object Detection Using Multiscale Context and Enhanced Channel Attention in Remote Sensing Images, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 通讯作者
(7) RARA: Dataflow Based Error Compensation Methods with Runtime Accuracy-Reconfigurable Adder, PROCEEDINGS OF THE TWENTYFIRST INTERNATIONAL SYMPOSIUM ON QUALITY ELECTRONIC DESIGN (ISQED 2020), 2020, 第 6 作者
(8) Approximate computing for onboard anomaly detection from hyperspectral images, Journal of Real-Time Image Processing, 2019, 第 1 作者
(9) Potential analysis of feature extraction based quick response for environmental change with social media photos, IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, 第 1 作者
(10) A real-time unsupervised background extraction-based target detection method for hyperspectral imagery, Journal of Real-Time Image Processing, 2018, 第 3 作者
(11) Remote Sensing Image Target Recognition Based on Pruned Deep Neural Network Models, PROCEEDINGS OF 2018 IEEE 4TH INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC 2018), 2018, 通讯作者
(12) GPU Implementation of Discrete Particle Swarm Optimization Algorithm for Endmember Extraction From Hyperspectral Image, HIGH-PERFORMANCE COMPUTING IN GEOSCIENCE AND REMOTE SENSING VII, 2017, 通讯作者
(13) 拉格朗日多项式逻辑回归分类算法并行计算优化, Parallel Optimization of LORSAL Algorithm for Remote Sensing Image Classification Based on GPU, 遥感信息, 2016, 第 2 作者
(14) A quantitative and comparative analysis of different preprocessing implementations of DPSO: a robust endmember extraction algorithm, Soft Computing, 2016, 通讯作者
(15) Approximate Computing of Remotely Sensed Data: SVM Hyperspectral Image Classification as a Case Study, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 第 1 作者
(16) Graphics processing unit-accelerated computation of the Markov random fields and loopy belief propagation algorithms for hyperspectral image classification, Journal of Applied Remote Sensing, 2015, 第 1 作者
(17) Embedded GPU implementation of Anomaly detection for hyperspectral images, SPIE High-Performance Computing in Remote Sensing, 2015, 第 1 作者
(18) Fault tolerance of SVM algorithm for hyperspectral image, HIGH-PERFORMANCE COMPUTING IN REMOTE SENSING V, 2015, 第 3 作者
(19) Algorithms and Schemes for Chlorophyll a Estimation by Remote Sensing and Optical Classification for Turbid Lake Taihu, China, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 第 6 作者
(20) Simulated impacts of 3D urban morphology on urban transportation in megacities: case study in Beijing, INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2014, 第 5 作者
(21) Validation of a synthetic chlorophyll index for remote estimates of chlorophyll-a in a turbid hypereutrophic lake, INTERNATIONAL JOURNAL OF REMOTE SENSING, 2014, 第 5 作者
(22) Real-time implementation of optimized maximum noise fraction transform for feature extraction of hyperspectral images, Journal of Applied Remote Sensing, 2014, 第 1 作者
(23) 高光谱图像贝叶斯分类算法GPU并行优化研究, GPU-based Hyperspectral Image Bayes Classification Algorithm Parallel Optimization, 遥感信息, 2014, 第 2 作者
(24) 天宫一号高光谱数据辐射校正的CUDA并行优化, 遥感学报, 2014, 通讯作者
(25) GPUs for Parallel On-Board Hyperspectral Image Radiometric Normalization, ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XIX, 2013, 通讯作者
(26) Ant colony optimization for supervised and unsupervised hyperspectral band selection, 2013 5TH WORKSHOP ON HYPERSPECTRAL IMAGE AND SIGNAL PROCESSING: EVOLUTION IN REMOTE SENSING (WHISPERS), 2013, 第 5 作者
(27) A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013, 第 5 作者
(28) Optimising the use of hyperspectral and multispectral data for regional crop classification, Proceedings of SPIE-The International Society for Optical Engineering, 2013, 第 5 作者
(29) DSP design for real-time hyperspectral target detection based on spatial-spectral information extraction, Proceedings of SPIE-The International Society for Optical Engineering, 2012, 第 4 作者
(30) GPU implementation of ant colony optimization algorithm for endmember extraction from hyperspectral image, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS), 2012, 第 4 作者
(31) Remote sensing application system for water environments developed for Environment Satellite 1, SCIENCE CHINA-EARTH SCIENCES, 2010, 第 5 作者
(32) The study and implementation of extraction HJ1A HSI image data based on A HDF5 files, MIPPR 2009: Multispectral Image Acquisition and Processing, 2009, 第 1 作者
(33) A FIRST APPROACH TO AUTOMATIC MONITORING PRODEDURE OF CASE II WATER QUALITY FROM HJ-1 SATELLITE IMAGES, 2009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5, 2009, 第 1 作者

科研活动

   
科研项目
( 1 ) 高光谱图像目标探测容错特性及在轨近似计算研究, 负责人, 国家任务, 2019-01--2022-12
( 2 ) 基于非精确计算的高光谱图像目标实时探测方法研究, 负责人, 国家任务, 2014-01--2016-12
( 3 ) 自然资源高光谱卫星数据定量化处理系统研制, 负责人, 国家任务, 2020-05--2023-12
( 4 ) 星上高光谱图像目标检测技术, 负责人, 企业委托, 2019-12--2020-11
( 5 ) 基于高分辨率高光谱图像车辆检测关键技术, 负责人, 企业委托, 2019-11--2022-05
( 6 ) 多源卫星数据低复杂度快速处理技术, 负责人, 国家任务, 2022-01--2026-11
( 7 ) 多模态遥感数据智能化精细分类技术, 负责人, 研究所自选, 2021-06--2022-06
( 8 ) 高光谱数据处理分析软件, 负责人, 国家任务, 2021-09--2023-11
参与会议
(1)Approximate computing for onboard anomaly detection from hyperspectral images   2019-09-24
(2)Potential Analysis of Feature Extraction Based Quick Response for Environmental Change with Social Media Photos   2018-07-22
(3)Approximate Computing for Hyperspectral Anomaly Detection   2017-05-22
(4)Embedded GPU implementation of anomaly detection for hyperspectral images    2015-09-21