| ชื่อเรื่อง | : | Unsupervised clustering of texture features using SOM and Fourier Transform |
| นักวิจัย | : | Verma, Brijesh. , Muthukkumarasamy, Vallipuram. , He, Changming. |
| คำค้น | : | Texture mapping. , TBA. , TBA. , TBA. , Digital images. , Fourier transformations. , Texture feature -- Self-organising map -- Unsupervised clustering -- 2D-DFT |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2546 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/42684 , http://dx.doi.org/10.1109/IJCNN.2003.1223870 , cqu:5498 |
| ที่มา | : | Verma, B, Muthukkumarasamy, V & He, C 2003, 'Unsupervised clustering of texture features using SOM and Fourier Transform' in Proceedings of the International Joint Conference on Neural Networks, 2003, Portland, Oregon, 20-24 July, 2003, pp. 1237-1242. http://dx.doi.org/10.1109/IJCNN.2003.1223870 (viewed 7/4/10) |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Proceedings of the International Joint Conference on Neural Networks 2003, Portland, Oregon, July 20-24 2003. USA : IEEE, 2003. p. 1237-1242 6 pages Refereed 1098-7576 0780378989 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | Texture analysis has a wide range of real-world applications. This paper presents a novel technique for texture feature extraction and compares its performance with a number of other existing techniques using a benchmark image database. The proposed feature extraction technique uses 2D-DR transform and self-organizing map (SOM). A combination of 2D-DFT and SOM with optimal parameter settings produced very promising results. The results from large sets of experiments and detailed analysis are included in this paper. |
| บรรณานุกรม | : |
Verma, Brijesh. , Muthukkumarasamy, Vallipuram. , He, Changming. . (2546). Unsupervised clustering of texture features using SOM and Fourier Transform.
กรุงเทพมหานคร : Central Queensland University, Australia. Verma, Brijesh. , Muthukkumarasamy, Vallipuram. , He, Changming. . 2546. "Unsupervised clustering of texture features using SOM and Fourier Transform".
กรุงเทพมหานคร : Central Queensland University, Australia. Verma, Brijesh. , Muthukkumarasamy, Vallipuram. , He, Changming. . "Unsupervised clustering of texture features using SOM and Fourier Transform."
กรุงเทพมหานคร : Central Queensland University, Australia, 2546. Print. Verma, Brijesh. , Muthukkumarasamy, Vallipuram. , He, Changming. . Unsupervised clustering of texture features using SOM and Fourier Transform. กรุงเทพมหานคร : Central Queensland University, Australia; 2546.
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