基本信息
胡晰远男硕导中国科学院自动化研究所
电子邮件： xiyuan.hu@ia.ac.cn
通信地址： 北京市海淀区中关村东路95号自动化大厦812室
邮政编码： 100190
部门/实验室：智能制造技术与系统
研究领域信号自适应分解理论、视频和图像处理、生理信号分析

招生信息长期招收对视频和图像处理，生理信号分析相关方向感兴趣，有扎实数学和编程基础的实习生和访问学生；每年有一名硕士生招生名额。

招生专业081002-信号与信息处理

招生方向图像与视频处理，信号分解


教育背景2007-09--2011-06中国科学院自动化研究所博士
2005-09--2007-06南京理工大学计算机学院硕士
2001-09--2005-06南京理工大学计算机学院本科

学历研究生

学位工学博士

工作经历
工作简历2014-11~现在,中国科学院自动化研究所,副研究员
2014-04~2014-10,美国哈佛大学医学院,访问
2012-10~2012-11,台湾中央研究院资讯科学研究所,访问
2011-07~2014-10,中国科学院自动化研究所,助理研究员

社会兼职2016-01-01-2020-12-31,中国老年学和老年医学学会睡眠科学分会, 副主任委员


教授课程小波与滤波器设计


专利与奖励
奖励信息（1） 中国感光学会青年科技奖, 其他, 2019

专利成果

出版信息
发表论文（1）Towards fast and kernelized orthogonal discriminant analysis on person re-identification,Pattern Recognition,2019-10,第3作者
（2）Improving Object Detection with Consistent Negative Sample Mining,International Conference on Neural Information Processing (ICONIP),2019-10,通讯作者
（3）Boosting Local Shape Matching for Dense 3D Face Correspondence,IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2019,通讯作者
（4）Asymmetric CycleGAN for Unpaired NIR-to-RGB Face Image Translation,IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),2019,第3作者
（5）SnoreNet: Detecting Snore Events from Raw Sound Recordings,41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),2019,通讯作者
（6）Apnea and Hypopnea Events Classification Using Amplitude Spectrum Trend Feature of Snores,40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),2018,通讯作者
（7）Ranking Loss: A Novel Metric Learning Method for Person Re-identification,14th Asian Conference on Computer Vision (ACCV),2018,第3作者
（8）Dense Semantic and Topological Correspondence of 3D Face without Landmarks,15th European Conference on Computer Vision (ECCV),2018,通讯作者
（9）Region-Specific Metric Learning for Person Re-Identification,24th International Conference on Pattern Recognition (ICPR 2018),2018,第3作者
（10）Complex-valued differential operator-based method for multi-component signal separation,Signal Processing,2017,通讯作者
（11）Key Person Aided Re-identification in Partially Ordered Pedestrian Set,The British Machine Vision Conference (BMVC),2017,第3作者
（12）From Groups to Co-traveler Sets Pair Matching based Person Re-identification Framework,International Conference on Computer Vision workshop on Cross-domain Human Identification (ICCVW),2017,通讯作者
（13）Sparse representation-based ECG signal enhancement and QRS detection,Physiological Measurement,2016,通讯作者
（14）Frontal electroencephalogram analysis with ensemble empirical mode decomposition during the induction of general anesthesia,Biomedical Physics & Engineering Express,2016,第2作者
（15）Multi-operator based Signal Separation Approach,IEEE workshop on Digital Signal Processing (DSP),2016,通讯作者
（16）Face Spoofing Detection based on 3D Lighting Enviroment Analysis of Image Pair,International Conference on Pattern Recognition (ICPR),2016,第2作者
（17）A Lighting Robust Fitting Approach of 3D Morphable Model for Face Recognition,The Visual Computer,2016,通讯作者
（18）Sharp Image Estimation from a Depth-Involved Motion-Blurred Image,Neurocomputing,2016,通讯作者
（19）Denoising and Baseline Correction of ECG Signals using Sparse Representation,IEEE Workshop on Signal Processing Systems (SiPS),2015,第2作者
（20）Blind Motion Deblurring using Optical Flow,Optik-International Journal for Light and Electron Optics,2015,通讯作者
（21）Adaptive Integral Operators for Signal Separation,IEEE Signal Processing Letters,2015,第1作者
（22）Denoising of hyperspectral imagery by cubic smoothing spline in the wavelet domain,High Technology Letters,2014,第2作者
（23）A Lighting Robust Fitting Approach of 3D Morphable Model using Spherical Harmonic Illumination,International Conference on Pattern Recognition (ICPR),2014,第2作者
（24）Learning Adaptive Interpolation Kernels for Fast Single Image Super Resolution,Signal, Image and Video Processing,2014,第1作者
（25）Compressed image deblurring,Journal of Electronic Imaging,2014,通讯作者
（26）Antiringing image deblurring approach using frequency domain relative error,Journal of Electronic Imaging,2014,通讯作者
（27）An Integral Operator based Adaptive Signal Separation Approach,IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),2013,第1作者
（28）An Operator-based and Sparsity-based Approach to Adaptive Signal Separation,IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),2013,第2作者
（29）Multicomponent AM-FM Signal Separation and Demodulation with Null Space Pursuit,Signal, Image and Video Processing,2013,第1作者
（30）Multiple Component Predictive Coding of Images,International Journal of Wavelets Multiresolution and Information Processing,2013,第1作者
（31）Single Image Blind Deblurring for Non-Uniform Camera Shake Blur,Asian Conference on Computer Vision (ACCV),2012,通讯作者
（32）Robust Image Deblurring using Hyper Laplacian Model,Asian Conference on Computer Vision workshop on e-Heritage (ACCVW),2012,第2作者
（33）Hyperspectral Images Denoising with a Spatial-Spectral Mixing Prior,The International Conference on GeoInformatics (GeoInformatics),2012,第2作者
（34）Single Image Blind Deblurring with Image Decomposition,IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),2012,第2作者
（35）EMD Revisited: A New Understanding of the Envelope and Resolving the Mode-Mixing Problem in AM-FM Signals,IEEE Transactions on Signal Processing,2012,第1作者
（36）Back Projection Strategy for Solving Mode Mixing Problem,International Journal of Wavelets Multiresolution and Information Processing,2012,第1作者
（37）Hyperspectral Imagery Denoising using a Spatial-Spectral Mixing Prior,Journal of Computer Science and Technology,2012,通讯作者
（38）Multiple Component Predictive Coding Framework of Still Images,IEEE International Conference on Multimedia & Expo (ICME),2011,第1作者
（39）Operator based Multicomponent AM-FM Signal Separation Approach,IEEE International Workshop on Machine Learning for Signal Processing (MLSP),2011,第1作者
（40）Single Color Image Dehazing using Sparse Priors,IEEE International Conference on Image Processing (ICIP),2010,第2作者
（41）Estimation of instantaneous frequency parameters of the operator-based signal separation method,Advances in Adaptive Data Analysis,2009,第1作者

发表著作（1）小波与滤波器组设计：理论及其应用,清华大学出版社,2017-08,第3作者
（2）警用影像处理技术手册,科学出版社,2017-09,第1作者


科研活动
科研项目（ 1 ） 基于算子的鲁棒的信号自适应分解算法研究及其应用, 主持,国家级,2016-01--2019-12
（ 2 ） 混沌信号的自适应分解方法研究及其应用, 主持,国家级,2013-01--2015-12
（ 3 ） 公安部物证鉴定中心-图像视频篡改检验与取证关键技术研究, 主持,国家级,2017-12--2019-04
（ 4 ） 基于视频的动态生物特征识别与目标对象鉴定关键技术研究, 参与,国家级,2017-07--2020-06
（ 5 ） 伪造图像分析检测与检验关键技术研究, 主持,国家级,2018-07--2021-06

参与会议（1）Denoising and Baseline Correction of ECG Signals using Sparse Representation2015-10-14
（2）A Lighting Robust Fitting Approach of 3D Morphable Model using Spherical Harmonic Illumination2014-12-22
（3）An Integral Operator based Adaptive Signal Separation Approach2013-06-11
（4）Single Image Blind Deblurring for Non-Uniform Camera Shake Blur2012-12-18
（5）Single Image Blind Deblurring with Image Decomposition2012-03-20
（6）Multiple Component Predictive Coding Framework of Still Images2011-07-14


合作单位
Harvard Medical School，Beth-Israel Deaconess Medical Center
台湾中央研究院，资讯科学研究所
中国中医科学院附属广安门医院
公安部物证鉴定中心


指导学生现指导学生
陈典浩硕士研究生085211-计算机技术