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Image pattern recognition using modified conjugate directional filtering (MCDF)

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : Image pattern recognition using modified conjugate directional filtering (MCDF)
นักวิจัย : Guo, Wanwu. , Watson, Anthony, 1946-
คำค้น : Conjugate direction methods. , Image processing. , Pattern recognition systems. , 700103 Information processing services , 700102 Application tools and system utilities , 280203 Image Processing , Image pattern recognition -- Image processing -- Modified conjugate directional filtering (MCDF) -- Linear enhancement
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2546
อ้างอิง : http://hdl.cqu.edu.au/10018/16967 , cqu:3144
ที่มา : Guo, W & Watson, A 2003 'Image Pattern Recognition Using Modified Conjugate Directional Filtering (MCDF)', Proceedings of the International Conference on Robotics, Vision, Information and Signal Processing, 22nd - 24th January 2003, Universiti Sains Malaysia, pp. 17-21.
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Proceedings of the international conference on robotics, vision, information and signal processing, 22nd-24th January 2003, Universiti Sains Malaysia Penang, Malaysia. : Universiti Sains Malaysia, 2003. p.17-21 5 pages 983251424X , aCQUIRe [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

In image processing, some special patterns that are primarily consisted of linear components or linear boundaries are required to be recognised. These patterns sometimes are very weak and hidden in other predominate patterns. Traditionally edge detection approaches are widely used to recognise such patterns. However, the results from those edge detection-based approaches are not always satisfactory. We recently proposed a method named the modified conjugate directional filtering (MCDF) to carry out the enhancement of conjugate linear features. This method is adaptable and can be used in recognising the linear feature associated patterns. In this paper we present four examples (two synthetic models and two real images) in using the MCDF to recognise such patterns in images.

บรรณานุกรม :
Guo, Wanwu. , Watson, Anthony, 1946- . (2546). Image pattern recognition using modified conjugate directional filtering (MCDF).
    กรุงเทพมหานคร : Central Queensland University, Australia.
Guo, Wanwu. , Watson, Anthony, 1946- . 2546. "Image pattern recognition using modified conjugate directional filtering (MCDF)".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Guo, Wanwu. , Watson, Anthony, 1946- . "Image pattern recognition using modified conjugate directional filtering (MCDF)."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2546. Print.
Guo, Wanwu. , Watson, Anthony, 1946- . Image pattern recognition using modified conjugate directional filtering (MCDF). กรุงเทพมหานคร : Central Queensland University, Australia; 2546.