We use cookies to improve your experience with our site.

Indexed in:

SCIE, EI, Scopus, INSPEC, DBLP, CSCD, etc.

Submission System
(Author / Reviewer / Editor)
Advanced Search
Volume 11 Issue 6
November  1996
Turn off MathJax
Article Contents
Abstract
References
Related Articles
Zhu Zhigang, Xu Guangyou. Neural Networks for Omni-View Road Image Understanding[J]. Journal of Computer Science and Technology, 1996, 11(6): 570-580.
Citation: Zhu Zhigang, Xu Guangyou. Neural Networks for Omni-View Road Image Understanding[J]. Journal of Computer Science and Technology, 1996, 11(6): 570-580.
shu

Neural Networks for Omni-View Road Image Understanding

  • Department of Computer Science and Technology; Tsinghua University; Beijing 100084;

More Information
  • Published Date: November 09, 1996
    Abstract
  • This paper presents a new approach to the outdoor road scene understand-ing by using omni-view images and backpropagation networks. Both the road directions used for vehicle heading and the road categories used for velilcle local-ization are determined by the integrated system. There are three main features about the work. First, an omni-view image sensor is used to extract image samples, and the original image is preprocessed so that the inputs of the net-work is rotation-invariant and simple. Second, the …
    • FullText(HTML)
    • References (3)
  • [1]
    Fukushima.K et al. Neocognition: A neural network model for a mechanism of visual pattern recognition. IEEE Trans.on SMC 1983, SMC-13(5).
    [2]
    Zhou.Y.T, Chellappa.R.A. A network for motion perception. In Proc. IJCNN, 1990, pp.II 841-851.
    [3]
    Atsumi.E et al. Internal representation of a neural network that detects local motion. In Proc.of IJCNN, 1993, pp.198-201. ………..
    • Relative Articles

  • Related Articles

    [1]Rajesh Narang, K.D. Sharma. View Creation for Queriesin Object Oriented Databases[J]. Journal of Computer Science and Technology, 1999, 14(4): 349-362.
    [2]Cai Yong, Heng Phengann, Wu Enhua, Liu Xuehui, Li Hongju, Sun Qingjie. An Image-Based Virtual Reality Prototype System[J]. Journal of Computer Science and Technology, 1998, 13(5): 475-480.
    [3]Zhang Yongyue, Peng Zhenyun, You Suya, Xu Guangyou. A Multi-View Face Recognition System[J]. Journal of Computer Science and Technology, 1997, 12(5): 400-407.
    [4]Gao Wen, Chen Xilin. A Stochastic Approach for Blurred Image Restoration and Optical Flow Computation on Field Image Sequence[J]. Journal of Computer Science and Technology, 1997, 12(5): 385-399.
    [5]Wang Zhou, Yu Yinglin. Dynamic Fractal Transform with Applications to Image Data Compression[J]. Journal of Computer Science and Technology, 1997, 12(3): 202-209.
    [6]Xia Yunjun. Theory and Practice of the Stereo-View on the CRT Screen[J]. Journal of Computer Science and Technology, 1996, 11(5): 519-528.
    [7]Zheng Nanning, Liu Jianqin. Visual Knowledge Representation and Intelligent Image Segmentation[J]. Journal of Computer Science and Technology, 1992, 7(3): 219-225.
    [8]Song Maoqiang, Felix Grimm, Horst Bunke. A Prototype Expert System for Automatic Generation of Image Processing Programs[J]. Journal of Computer Science and Technology, 1991, 6(3): 296-300.
    [9]Huang Zhengdong, Peng Qunsheng, Liang Youdong. 3D Image Synthesis for B-Reps Objects[J]. Journal of Computer Science and Technology, 1991, 6(2): 113-120.
    [10]Chen Shicheng, Zhou Zhongyi. On Interrupt Strategy from the Point of View of System Efficiency[J]. Journal of Computer Science and Technology, 1987, 2(3): 217-225.
    • Supplements (0)

Catalog

    Get Citation
    PDF
    XML
    Article views (17) PDF downloads (1487) Cited by()
    Related

    Copyright ©2025 JCST, All Rights Reserved     京ICP备05002829号-1

    Institute of Computing Technology, Chinese Academy of Sciences
    P.O. Box 2704, Beijing 100190, P.R. China

    Tel.: 86-10-62610746 E-mail: jcst@ict.ac.cn

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return