| ชื่อเรื่อง | : | A new multi-layered fuzzy image filter for removing impulse noise |
| นักวิจัย | : | Stonier, Russel J. , Anver, Mohamed Mohideen. |
| คำค้น | : | TBA. , TBA. , TBA. , Fuzzy logic. , Noise. , Algorithms. , Fuzzy filter -- Image enhancement -- Multi-layered fuzzy system -- Evolutionary learning -- Evolutionary algorithm |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2545 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/5693 |
| ที่มา | : | Stonier, R & Anver, M M 2002, 'A new multi-layered fuzzy image filter for removing impulse noise', in N. Callaos, L. Hernandez-Encinas & F.Yetim (eds), 6th World Multiconference on Systemics, Cybernetics and Informatics, July 14-18 2002 Orlando Florida, USA. Proceedings. Volume IX : Image, Acoustic, Speech and Signal Processing II, pp. 218-223. |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | 6th World Multiconference on Systemics, Cybernetics and Informatics, July 14-18 2002 Orlando Florida USA. Proceedings. Volume IX : Image, Acoustic, Speech and Signal Processing II / edited by Nagib Callaos, Luis Hernandez-Encinas [and] Fahri Yetim. Florida. : International Institute of Informatics and Systemics, 2002. p. 218-223 6 pages Refereed 9800781501 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | In this paper we develop a fuzzy image filter which consists of a multi-layered fuzzy structure based on the weighted fuzzy blend filter for the removal of noise from images heavily corrupted by impulse noise, while preserving the intricate details of the image. The introduction of multi-layered fuzzy systems substantially decreases the number of rules to be learnt. We then show how Evolutionary Algorithms (EAs) can be used to effectively learn the fuzzy rules in each knowledge base. Results are presented for impulse noise corruption of the well-known ‘Lena’ image. |
| บรรณานุกรม | : |
Stonier, Russel J. , Anver, Mohamed Mohideen. . (2545). A new multi-layered fuzzy image filter for removing impulse noise.
กรุงเทพมหานคร : Central Queensland University, Australia. Stonier, Russel J. , Anver, Mohamed Mohideen. . 2545. "A new multi-layered fuzzy image filter for removing impulse noise".
กรุงเทพมหานคร : Central Queensland University, Australia. Stonier, Russel J. , Anver, Mohamed Mohideen. . "A new multi-layered fuzzy image filter for removing impulse noise."
กรุงเทพมหานคร : Central Queensland University, Australia, 2545. Print. Stonier, Russel J. , Anver, Mohamed Mohideen. . A new multi-layered fuzzy image filter for removing impulse noise. กรุงเทพมหานคร : Central Queensland University, Australia; 2545.
|
ridm@nrct.go.th ระบบคลังข้อมูลงานวิจัยไทย รายการโปรดที่คุณเลือกไว้
