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A neural system prototype for data processing using modified conjugate directional filtering (MCDF)

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : A neural system prototype for data processing using modified conjugate directional filtering (MCDF)
นักวิจัย : Guo, Wanwu. , Watson, Anthony, 1946-
คำค้น : Neural networks (Computer science) , Image processing. , Conjugate direction methods. , Electronic data processing. , 700102 Application tools and system utilities. , 700103 Information processing services. , 280112 Information Systems Development Methodologies , 280212 Neural Networks, Genetic Alogrithms and Fuzzy Logic , 280203 Image Processing. , 890202 Application Tools and System Utilities. , 8902 Computer Software and Services. , 89 Information and Communication Services. , 890205 Information Processing Services (incl. Data Entry and Capture) , 080608 Information Systems Development Methodologies. , 0806 Information Systems. , 08 Information and Computing Sciences. , 080108 Neural, Evolutionary and Fuzzy Computation. , 0801 Artificial Intelligence and Image Processing. , 080106 Image Processing. , Neural system -- Data processing -- Conjugate directional filtering
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2546
อ้างอิง : http://hdl.cqu.edu.au/10018/16965
ที่มา : Guo, W & Watson, A 2003 'A Neural System Prototype for Data Processing using Modified Conjugate Directional Filtering (MCDF)' in J. Liu et al (eds) Intelligent data engineering and automated learning, 4th International conference, IDEAL 2003, Hong Kong, China, March 21-23, 2003 Lecture Notes in Computer Science, vol. 2690/2003, pp. 1047-1051. http://dx.doi.org/10.1007/978-3-540-45080-1_148
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Intelligent data engineering and automated learning, 4th International conference, IDEAL 2003, Hong Kong, China, March 21-23, 2003 / J. Liu ...[et al] (eds). Heidelberg : Springer-Verlag, 2003. p. 1047-1051 5 pages Refereed 354040550X , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

Modified conjugate directional filtering (MCDF) is a method proposed by us recently for digital data and image processing. By using MCDF, directional-filtered results in conjugate directions can be not only merged into one image that shows the maximum linear features in the two conjugate directions, but also further manipulated by a number of predefined generic MCDF operations for different purposes. In this paper, we report the progressive result of our MCDF study, which shows that a neural system can be used to implement the MCDF operations. We provide the trial work on applying this MCDF neural system to the processing of a digital terrain model (DTM) in central Australia. The trial work shows that the MCDF provides the power of integrating information in different forms, and thus presents more information in a single image than the conventional methods do.

บรรณานุกรม :
Guo, Wanwu. , Watson, Anthony, 1946- . (2546). A neural system prototype for data processing using modified conjugate directional filtering (MCDF).
    กรุงเทพมหานคร : Central Queensland University, Australia.
Guo, Wanwu. , Watson, Anthony, 1946- . 2546. "A neural system prototype for data processing using modified conjugate directional filtering (MCDF)".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Guo, Wanwu. , Watson, Anthony, 1946- . "A neural system prototype for data processing using modified conjugate directional filtering (MCDF)."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2546. Print.
Guo, Wanwu. , Watson, Anthony, 1946- . A neural system prototype for data processing using modified conjugate directional filtering (MCDF). กรุงเทพมหานคร : Central Queensland University, Australia; 2546.