Hong
Cheng 
Postdoc
School
of Computer Science
Office:
407 South Craig, Pittsburgh, PA15213
Phone: +1-412-268-4546
Email:hongc@cs.cmu.edu , hchengxjtu@gmail.com
Dr.
Cheng is a Postdoctoral at
His
current research interests include computer vision, pattern recognition, multimedia,
and hardware implementation of intelligent systems, intelligent driver-assistance
and safe warning systems, intelligent vehicle. The team that Dr. Cheng was
leading in XJTU had developed an intelligent driving platform-Springrobot,
which has important social effect in
Dr.
Cheng was teaching Digital Signal Processing and Introduction to Embedded
systems for junior students at Automation department and also Advanced Digital
Signal Processing for graduate students in Xi'an Jiaotong University.
Publications:
2009
1 Hong Cheng, Zicheng Liu, Jie Yang, Sparsity Induced Similarity Measure for Label Propagation, IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, Sep. 29-Oct. 2, 2009 (Oral paper, about 3% accept rate).
2 Lei Yang, Nanning Zheng, Jie Yang, Mei Chen, Hong Cheng. A Biased Sampling Strategy for Object Categorization, IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, Sep. 29-Oct. 2, 2009 (Poster paper, about 20% accept rate).
2008
1 Hong Cheng, Zicheng Liu, Nanning Zheng, Jie Yang. A Deformable Local Image Descriptor, 2008 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, Alaska, June 24-26, 2008. (Dataset)
2
Lei Yang, Jie Yang,
3 Lei Yang, Nanning Zheng, Hong Cheng, John D. Fernstrom, Minggui Sun, Jie Yang. Automatic Dietary Assessment from Fast Food Categorization, IEEE 34th Annual Northeast Bioengineering Conference.
2007
1 Hong Cheng, Nanning Zheng, Xuetao Zhang, Junjie Qin, Huub van de Wetering.
Interactive Road Situation Analysis for
Driver Assistance and Safety Warning Systems: Frameworks and Algorithms.
IEEE Transaction on Intelligent Transportation Systems Vol. 8, No. 1, March
2007, Page(s):157-167.
2 Zhaohui Wu, Qing Wu, Hong Cheng, Gang Pan, Minde Zhao,
Jie Sun. ScudWare: A Semantic and Adaptive Middleware Platform for
Smart Vehicle Space. IEEE Transaction on Intelligent Transportation
Systems, Vol. 8, No. 1, March 2007, Page(s):121-132.
3 Hong Cheng, Zicheng Liu, Nanning Zheng, Jie Yang. Enhancing
a Driver's Situation Awareness using a Global View Map. International
Conference Multimedia Explo 2007: 1019-1022.
4 Lin Ma, Nanning Zheng, Fan Mu, Yi Dong, Hong Cheng, Yong-Jian He. Geometric
and Statistic Constraints in Dynamic Re-orienation of On-board Camera: Inherent
Vanishing Points. IEEE Intelligent Vehicles Symposium, June 2007.
2006
1
Hong Cheng, Nanning Zheng, Chong Sun, and Huub van de Wetering. Boosted
Crucial Gabor Features Applied to Vehicle Detection, International
Conference on Pattern Recognition, August 20-24, 2006, Hong Kong.
2 Hong Cheng, Nanning Zheng, Chong Sun, and Huub van de Wetering. Vanishing
Point and Gabor Feature based Multi-resolution On-Road Vehicle Detection,
International Conference on Neural Networks, May 29-31, 2006}, May 28-31,2006.
2005
1 Hong Cheng, Nanning Zheng, Lin Ma,Junjie Qin,Xuetao Zhang. Vehicle
Active Safety Applications by Fusing Multiple-Sensor for the Springrobot System,
IEEE International Conference on Vehicular Electronics and Safety, Oct.14-16,2005,
Xi'an, China.
2 Lin Ma, Nanning Zheng, Fan Mu, Hong Cheng, Scene Slice Analysis
based Lane Detection and Tracking, 2005 IEEE International Conference
on Vehicular Electronics and Safety, Oct.14-16,2005, Xi'an, China.
3 Hong Cheng, Nanning Zheng, Junjie Qin, Pedestrian Detection Using
Sparse Gabor Filter and Support Vector Machine, International Symposium
on Intelligent Vehicle 2005, June 5-7,2005,Las Vegas, Nevada,USA.
4 Tie Liu, Nanning Zheng, Hong Cheng. Neural Network-based Online
Feature Selection for Vehicle Tracking.? International Symposium
on Neural Networks 2005, May 30-June 1,2005, Chong Qing, China.
5 Tie Liu, Nanning Zheng, Li Zhao, Hong Cheng, Learning based Symmetric
Feature Selection for Vehicle Detection, International Symposium
on Intelligent Vehicle 2005,June 5-7,2005,Las Vegas, Nevada,USA.
2004
1 Nanning Zheng, Shuming Tang, Hong Cheng , Qing Li, G.Lai, F.Y.Wang, Toward
Intelligent Driver-assistance and safety warning system, IEEE Intelligent
Systems, Vol.19, Issue 2 pp8-11,
2 Qing Li, Nanning Zheng, Hong Cheng , Springrobot: A Prototype Autonomous
Vehicle and Its Algorithms for Lane Detection, IEEE Transaction on
Intelligent Transportation System, Vol.5,No.4,December,2004.
3 Tie Liu, Naning Zheng, Hong Cheng. Template Matching and Genetic
Algorithm based Road Recognition，Pattern Recognition and Artificial
Intelligence(in Chinese), Vol.17, No.3, June 2004.
Professional
Service:
Associate Editor of IEEE Computational Intelligence Magazine
Organizer or co-organizer for
-IEEE International Conference on Vehicular Electrics and Safety, ICVES’05,
2005
-IEEE International Symposium on Information Theory and Its Applications (2002
Finance Secretaries)
- International Symposium on Nonlinear Theory and Its Applications (2002 Publicity
Co-chair)
Program Committee Member of
-International Intelligent Vehicle Symposium, 2005
Reviewer of
-Conferences: 2005-2006 IEEE International Intelligent Symposium, 2006-2008
International Conference on Intelligent Transportation Systems,
-Journal: IEE Video, Image & Signal Processing; IEEE Trans. ITS; Journal
of Xi'an Jiaotong University; Journal of Electronics(in Chinese); Journal
of Computer(in Chinese); AutoSoft Journal: Intelligent Automation and Soft
Computing
Tutor of
-First National Undergraduate Robot Competition on TV Supported by CCTV, Best
Technology Prize, 2001-2002
Constructed 12/01/2007, Updated 10/08/2009, Copyright: Hong Cheng