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A texture feature extraction technique using 2D-DFT and hamming distance

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : A texture feature extraction technique using 2D-DFT and hamming distance
นักวิจัย : Tao, Yu. , Muthukkumarasamy, Vallipuram. , Blumenstein, Michael. , Verma, Brijesh.
คำค้น : Image analysis. , Texture mapping. , Digital images.
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2546
อ้างอิง : http://hdl.cqu.edu.au/10018/42767 , cqu:5526
ที่มา : Tao, Y, Muthukkumarasamy, V, Verma, B & Blumenstein, M 2003, 'A texture feature extraction technique using 2D-DFT and hamming distance' in: L. Jiao, H. Selvaraj, B. Verma and X. Yao (eds.) Proceedings of Fifth International Conference on Computational Intelligence and Multimedia Applications, Xia'an, China, 27-30 September 2003, pp.120 -125.
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Proceedings of Fifth International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2003), Xia"an, China, 27-30 September 2003. United States. : IEEE Computer Society, 2003. p. 120 -125 6 pages Refereed 0769519571 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

Texture analysis plays an increasingly important role in computer vision. Since the textural properties of images appear to carry useful information for discrimination purposes, it is important to develop significant features for texture. This paper presents a novel technique for texture extraction and classification. The proposed feature extraction technique uses 2D–DFT transformation. A combination of this technique and a Hamming Distance based neural network for classification of extracted features is investigated. The experimental results on a benchmark database and detailed analysis are presented.

บรรณานุกรม :
Tao, Yu. , Muthukkumarasamy, Vallipuram. , Blumenstein, Michael. , Verma, Brijesh. . (2546). A texture feature extraction technique using 2D-DFT and hamming distance.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Tao, Yu. , Muthukkumarasamy, Vallipuram. , Blumenstein, Michael. , Verma, Brijesh. . 2546. "A texture feature extraction technique using 2D-DFT and hamming distance".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Tao, Yu. , Muthukkumarasamy, Vallipuram. , Blumenstein, Michael. , Verma, Brijesh. . "A texture feature extraction technique using 2D-DFT and hamming distance."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2546. Print.
Tao, Yu. , Muthukkumarasamy, Vallipuram. , Blumenstein, Michael. , Verma, Brijesh. . A texture feature extraction technique using 2D-DFT and hamming distance. กรุงเทพมหานคร : Central Queensland University, Australia; 2546.