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) Multitask Learning for Ship Detection From Synthetic Aperture Radar Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021.
(2) Dynamic camera configuration learning for high-confidence active object detection, Neurocomputing, 2021.
(3) AHDet: A Dynamic Coarse-to-Fine Gaze Strategy for Active Object Detection, Neurocomputing, 2021.
(4) PSNet: Perspective-Sensitive Convolutional Network for Object Detection, Neurocomputing, 2021.
(5) GroupNet: Learning to group corner for object detection in remote sensing imagery, Chinese Journal of Aeronautics, 2021.
(6) Adaptive Remote Sensing Image Attribute Learning for Active Object Detection, CoRR abs/2101.06438, 2021.
(7) Triplet Adversarial Domain Adaptation for Pixel-level Classification of VHR Remote Sensing Images, IEEE Trans. Geoscience And Remote Sensing, 2020.
(8) View-angle Invariant Object Monitoring Without Image Registration, ICASSP, 2020.
(9) Rotation And Scale-invariant Object Detector For High Resolution Optical Remote Sensing Images, IGARSS, 2019.
(10) Faster-ADNet for Visual Tracking, IEICE Transactions on Information and Systems, 2019.
(11) Adaptive brightness learning for active object recognition, ICASSP, 2019.
(12) Task-adapted target recognition for time-sensitive space information networks, IGARSS, 2018.
(13) Enhancing Pix2Pix for Remote Sensing Image Classification, ICPR, 2018.
(14) Learning Deep Relationship for Image Change Detection, IGARSS, 2018.
(15) Learning Deep Relationship for Object Detection, IEICE Transactions on Information and Systems, 2018.
(16) Utilizing Shape-based Feature and Discriminative Learning for Building Detection, IEICE Transactions on Information and Systems, 2017.
(17) Cross-Modal Hashing via Rank-Order Preserving, IEEE Transactions on Multimedia, 2017.
(18) In Defense of Locality-Sensitive Hashing, IEEE Trans. on neural networks and learning systems, 2017.
(19) Simultaneous change region and pattern identification for very high-resolution images, Journal of Applied Remote Sensing, 2017.
(20) Online Target Recognition for Time-sensitive Space Information Networks, IEEE Transactions on Computational Imaging, 2017.
(21) Simultaneous Change Region And Pattern Identification for VHR Images, IEEE IGARSS, 2016.
(22) Learning Relationship for Very High Resolution Image Change Detection, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016.
(23) Sparse hierarchical clustering for VHR image change detection, IEEE Geosci. Remote Sensing Letters, 2015.
(24) Learning deep dictionary for hyperspectral image denoising, IEICE Trans. Info. and Systems, 2015.
(25) Multi-scale region-level vhr image change detection via sparse change descriptor and robust discriminative dictionary learning , The Scientific World Journal, 2015.
(26) kNN hashing with factorized neighborhood representation, ICCV, 2015.
(27) Change field: a new change measure for VHR images, IEEE Geosci. Remote Sensing Letters, 2014.
(28) Robust VHR image change detection based on local features and multi-scale fusion, IEEE ICASSP, 2013.
(29) Registration of optical and SAR satellite images by exploring the spatial relationship of the improved SIFT, IEEE Geosci. Remote Sensing Letters, 2013.
(30) A semisupervised context-sensitive change detection technique via Gaussian process, IEEE Geosci. Remote Sensing Letters, 2013.
(31) VHR image change detection based on discriminative dictionary learning, ICASSP, 2013.
(32) Multilevel SIFT matching for large-size VHR image registration, IEEE Geosci. Remote Sensing Letters, 2012.
(33) Combining local features and progressive support vector machine for urban change detection of VHR images, AnnalsPRS, 2012.
(34) Fast object-level change detection for VHR images, IEEE Geosci. Remote Sensing Letters, 2010.

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)

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.