Zhouhan LIN

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~~Welcome to Zhouhan LIN's Homepage~~

About

I'm a first year Ph.D. student advised by Prof. Roland Memisevic at Yoshua Bengio's group, LISA, Université de Montréal. I did my Bachelor's and Master's degree in School of Electronics and Information Engineering, Harbin Institute of Technology. Over the winter of 2012, I was an intern research assistant at Chinese Academy of Science working with Prof. Jun  Li.  Please click here to view my CV.

Currently my research generally focuses on deep neural networks, especially for image classification and feature extraction. I tend to analyze neural networks from a geometrical view. In the future, I am planning to continue my research in the intersection between machine learning and computer vision.

Awards & Honors

Jul. 2013, First Order Scholarship for Graduate Students

Sep. 2012, First Order Entrance Scholarship

Jul. 2012, Excellent Graduate Thesis

May 2012, Honored Graduate of HIT

Dec. 2010, Shinchang Corporation Scholarship


Jun. 2010, The People's Scholarship

Nov. 2010, Certificate of appreciation for participating in China National Model United Nations Conference 2010

May 2011, University-level Excellent Youth League Member

Jun. 2010, Award of Excellence in University-level Project-based English Essay Contest

May. 2010, Outstanding Research Report Award in Social Survey

Oct. 2008, Freshman Foundation for Research and Innovation


Awarded By: Harbin Institute of Technology

Awarded By: Harbin Institute of Technology

Awarded By: Harbin Institute of Technology

Awarded By: Harbin Institute of Technology 

Awarded By: Shinchang Corporation; Harbin Institute of Technology

Awarded By: Harbin Institute of Technology

Awarded By: United Nations Association of China; Australian Human Rights Commission 

Awarded By: Youth League of Harbin Institute of Technology 

Awarded By: School of Foreign Language, Harbin Institute of Technology

Awarded By: Youth League of Harbin Institute of Technology 


Awarded By: Department of Basic Education, HIT

Publications

1.  Haicheng  Qu, Junping  Zhang, Yushi  Chen, Hao  Chen, Zhouhan  LinParallel Implementation for SAM Algorithm based on GPU and Distributed Computing, IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS), pp. 4074-4077, 2012.

2. Haicheng Qu, Junping Zhang, Zhouhan Lin, Hao Chen, Bormin Huang, GPU Acceleration of Simplex Volume Algorithm for Hyperspectral Endmember Extraction, Proc. of SPIE, vol. 8539 85390b-1, 2012.  (oral) (codes)

3. HaiCheng Qu, Ye Zhang, Zhouhan Lin, Hao Chen, Hyperspectral Image Feature Extraction Accelerated by GPU, Proc. of SPIE, vol. 8539 85390m-1, 2012.  (oral) (codes) (My Bachelor's thesis)

4.  HaiCheng Qu, Junping Zhang, Zhouhan Lin, Hao Chen, Parallel Acceleration of SAM Algorithm and Performance Analysis, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,  vol. 6, no. 3, pp. 1172 - 1178, 2013.

5. Yushi Chen, Zhouhan Lin, Changbo Qu, Riemannian Manifold Learning based K-Nearest-Neighbor for Hyperspectral Image Classification, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2013. (oral)

6. Yushi Chen, Changbo Qu, Zhouhan Lin Supervised Locally Linear Embedding based Dimension Reduction for Hyperspectral Image Classification, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2013.

7. Zhouhan Lin, Yushi Chen, Xing Zhao, Gang Wang, Spectral-Spatial Classification of Hyperspectral Image using Autoencoders, International Conference on Information, Communications and Signal Processing (ICICS), pp. 1 - 5, 2013. (oral) (codes)

8. Yushi Chen, Xing Zhao, Zhouhan LinOptimizing Subspace SVM Ensemble for Hyperspectral Imagery Classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 4, pp. 1295 - 1305, 2014.

9. Yushi Chen, Zhouhan Lin, Xing Zhao, Deep Learning-Based Classification of Hyperspectral Data, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 6, pp. 1939 - 1404, 2014.

10. Yushi Chen, Xing Zhao, Zhouhan LinJoint Adaboost and multifeature based ensemble for hyperspectral image classification, IEEE International Conference on Geoscience and Remote Sensing Symposium (IGARSS), pp. 2874 - 2877, 2014.