General

Chunlei Huo, Professor 

National Lab. Pattern Recognition, Institute of Automation, Chinese Academy of Sciences

University of Chinese Academy of Sciences

Email: clhuo@nlpr.ia.ac.cn
Telephone: 86 10 82544506
Address: Zhinenghua Building 606, No. 95 Zhongguancun East Road, Haidian District, Beijing, China
Postcode:  

Research Areas

Image Processing, Pattern Recognition, Machine Learning

Education

1)2005–2009 Phd, National Lab. Pattern Recognition, Institute of Automation- Chinese Academy

of Sciences, Beijing, China.

Advisor: Professor Zhixin Zhou, Hanqing Lu

2)1999–2002 MS, Department of Applied Mathematics, Xidian University, Xi’an, China.

Advisor: Professor Xiangchu Feng

3)1995–1999 BS, Department of Mathematics, Hebei Normal University, Shijiazhuang, China.


Experience

1)2017.11–Present, Professor, National Lab. Pattern Recognition, Institute of Automation, Chinese Academy of Sciences.

2)2011.11–2017.10, Associate Professor, National Lab. Pattern Recognition, Institute of Automation, Chinese Academy of Sciences.

3)2009.7–2011.10, Assistant Professor, National Lab. Pattern Recognition, Institute of Automation, Chinese Academy of Sciences.

4)2002.4–2005.8, Software Engineer, Datang Telecom Technology Co., Ltd.


Publications

   
Papers

1)Kun Ding, Chunlei Huo, Bin Fan, Shiming Xiang, and Chunhong Pan, In Defense of Locality-Sensitive Hashing, IEEE trans. on neural networks and learning systems, accepted.

2)Kun Ding, Bin Fan, Chunlei Huo, Shiming Xiang, Chunhong Pan, Cross-Modal Hashing via Rank-Order Preserving, IEEE Transactions on Multimedia, accepted.

3)Chunlei Huo, Keming Chen, Kun Ding, Zhixin Zhou, Chunhong Pan, Learning Relationship For Very High Resolution Image Change Detection, IEEE Journal Of Selected Topics In Applied Earth Observations And Remote Sensing, 98):3384 - 33942016.

4)Leigang Huo, Chunlei Huo, Simultaneous Change Region And Pattern Identification For VHR Images, IEEE IEEE International Geoscience And Remote Sensing Symposium,  2016.

5)Kun Ding, Chunlei Huo, Yuan Xu, Zisha Zhong, Chunhong Pan, Knn Hashing With Factorized Neighborhood Representation, ICCV, 2015.

6)Leigang Huo, Xiangchu Feng, Chunlei Huo, Chunhong Pan, Learning Deep Dictionary For Hyperspectral Image Denoising. Ieice Trans. Info. And Systems, 98-D(7): 1401-1404, 2015.

7)Kun Ding, Chunlei Huo, Yuan Xu, Zisha Zhong, Chunhong Pan, Sparse Hierarchical Clustering For VHR Image Change Detection. IEEE Geosci. Remote Sensing Lett. 12(3): 577-581, 2015.

8)Yuan Xu, Kun Ding, Chunlei Huo, Chunhong Pan, Multi-Scale Region-Level VHR Image Change Detection Via Sparse Change Descriptor And Robust Discriminative Dictionary Learning, The Scientific World Journal, 2015:1-15, 2015.

9)Leigang Huo, Xiangchu Feng, Chunlei Huo, Zhixin Zhou, Chunhong Pan, Change Field: A New Change Measure For VHR Images. IEEE Geosci. Remote Sensing Lett. 11(10): 1812-1816, 2014.

10)Chunlei Huo, Chunhong Pan, Leigang Huo, Zhixin Zhou, Multilevel Sift Matching For Large-Size VHR Image Registration, IEEE Geoscience And Remote Sensing Letters, 9(2): 171-175, 2012.

11)Chunlei Huo, Zhixin Zhou, Hanqing Lu, Chunhong Pan, Keming Chen, Fast Object-Level Change Detection For VHR Images, IEEE Geoscience And Remote Sensing Letters, 7(1):118-122, 2010.

12)Bin Fan, Chunlei Huo, Chunhong Pan, Qingqun Kong, Registration Of Optical And Sar Satellite Images By Exploring The Spatial Relationship Of The Improved Sift, IEEE Geoscience And Remote Sensing Letters, 10(4): 657-661, 2013.

13)Kun Ding, Chunlei Huo, Yuan Xu, Chunhong Pan, VHR Image Change Detection Based On Discriminative Dictionary Learning, IEEE International Conference On Acoustics, Speech, And Signal Processing, 2013.

14)Yuan Xu, Chunlei Huo, Shiming Xiang, Chunhong Pan, Robust VHR Image Change Detection Based On Local Features And Multi-Scale Fusion, IEEE International Conference On Acoustics, Speech, And Signal Processing, 2013.

15)Chunlei Huo,Keming Chen, Zhixin Zhou, Hanqing Lu, Jian Cheng, Robust Change Detection By Integrating Object-Specific Features, International Society For Photogrammetry And Remote Sensing, Beijing,2008 .

16)Chunlei Huo,Zhixin Zhou, Keming Chen, Hanqing Lu, Jian Cheng, Selecting Features For Urban Change Detection, International Society For Photogrammetry And Remote Sensing, Beijing, 2008.

17)Chunlei Huo, Zhixin Zhou, Keming Chen, Jian Cheng, Hanqing Lu, A Multilevel Contextual Approach To Change Detection Of Very High Resolution Images, IEEE International Geoscience And Remote Sensing Symposium, Boston, 2008.

18)Chunlei Huo,Zhixin Zhou, Jian Cheng, Hanqing Lu, Keming Chen, Urban Change Detection Based On Local Features And Multiscale Fusion, IEEE International Geoscience And Remote Sensing Symposium, Boston, 2008.

19)Keming Chen, Chunlei Huo, Zhixin Zhou, Hanqing Lu, Semi-Supervised Change Detection Via Gaussian Processes, IEEE International Geoscience And Remote Sensing Symposium, Boston, 2009.

20)Chunlei Huo, Jian Cheng, Hanqing Lu, Zhixin Zhou, Multiscale Change Detection Based On Scale Propagation(Excellent Paper)(In Chinese), National Conference On Image And Graphics, 2008.

21)Chunlei Huo, Zhixin Zhou, Jian Cheng, Hanqing Lu, Object-Level Change Detection Based On Multiscale Fusion(In Chinese), Acta Automatica Sinica , 34(3):251-257, 2008.

22)Chunlei Huo, Zhixin Zhou, Jian Cheng, Hanqing Lu, Zhixin ZhouRemote Sensing Image Registration Based On Sift And The Distance Between Generalized Tight Pair-Wise Prototypes(In Chinese), RemoteSensing Technology And Application, 22(4):524-530, 2007.

23)Keming Chen, Zhixin Zhou, Chunlei Huo, Xian Sun, Kun Fu, A Semisupervised Context-Sensitive Change Detection Technique Via Gaussian Process, IEEE Geoscience And Remote Sensing Letters, 10(2):236-240, 2013.

24)Chunlei Huo, Bin Fan, Chunhong Pan, Zhixin Zhou, Combining Local Features And Progressive Support Vector Machine For Urban Change Detection Of VHR Images, Isprs Annals Of The Photogrammetry, Remote Sensing And Spatial Information Sciences (I-7):221-226, 2012.

25) Shangqi Zhang, Haihong Shen, Chunlei Huo, Utilizing Shape-based Feature and Discriminative Learning for Building Detection, IEICE Transactions on Information and Systems.

 

 


Patents

1) Chunlei Huo, Chunhong Pan, A change detection approach for high resolution remote sensing images. CN201110103718.

2) Chunlei Huo, Leigang Huo, Chunhong Pan, A pan-sharpening approach for panchromatic and multi-

spectral images. CN201310176574.

3) Chunlei Huo, Bitao Jiang, Chunhong Pan, Accurate registration approach for panchromatic and multi-

spectral images. CN201210251487.

4) Chunlei Huo, Jianen Guo, Chunhong Pan, Multi-level registration approach for visible and infrared

images. CN201210251401.

5) Xiuling Zhang, Chunlei Huo, Bitao Jiang, Hierarchical registration approach for visible and hyperspec-

tral images. CN201210251856.

6) Xiuling Zhang, Chunlei Huo, Bitao Jiang, Coarse-to-fine registration for infrared and hyperspectral

images based on multiple features. CN201210251537.

7) Chunlei Huo, Chunhong Pan, Zhixin Zhou, On-board hyperspectral image compression. CN201410583964.

8) Chunlei Huo, Chunhong Pan, Zhixin Zhou, On-board detection of time-sensitive target. CN201410589172. 


Research Interests

Image Processing(feature matching, image fusion, change detection, image classification)

Pattern Recognition(3D reconstruction, object detection and recognition)

Machine Learning(deep learning)

Students

已指导学生

黄河  硕士研究生  085211-计算机技术  

现指导学生

安泰  硕士研究生  081104-模式识别与智能系统  

聂兴  硕士研究生  081104-模式识别与智能系统  

付江南  硕士研究生  085211-计算机技术  

Project

1)2015–2017 Aerospace online detection and recognition of time-sensitive target, Major research plan of NSFC, 91438105. 


2)2014–2017 Study on cognition principles and key techniques for target monitoring by multi-source multi-temporal high resolution remote sensing images, NSFC, 61375024. 


3)2011–2013 Study on image change detection of high resolution satellite, NSFC, 61005013. 


4)2011–2013 Study on cognitive mechanism and key technique for change detection of high resolution satellite remote sensing images, Outstanding Youth Foundation of NLPR and Excellent SKL Project of NSFC: 60723005.