| ชื่อเรื่อง | : | Design of an hierarchical fuzzy filter for removal of heavy impulse noise from corrupted images |
| นักวิจัย | : | Anver, Mohamed Mohideen. , Stonier, Russel J. |
| คำค้น | : | Digital images. , TBA. , TBA. , TBA. , Fuzzy logic. , Conference Paper. Full Paper (Refereed) |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2545 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/5893 |
| ที่มา | : | Anver, M M & Stonier, R 2002, 'Design of an hierarchical fuzzy filter for removal of heavy impulse noise from corrupted images', in Proceedings of the Seventh International Conference on Control, Automation, Robotics and Vision, Singapore, pp. 344-349. |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Proceedings of the Seventh International Conference on Control, Automation, Robotics and Vision, ICARCV 2002, Singapore, 2-5 December 2002. Singapore : ICARCV, 2002. p. 344-349 6 pages Refereed 9810474806 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | In this paper we discuss the design of a digital image enhancement system based on a Hierarchical Fuzzy Logic (HFL) approach. Hierarchical fuzzy systems, first introduced in[10], are capable of substantially reducing the number of fuzzy rules to be learnt. We show how Evolutionary Algorithms (EAs) can be used to learn the fuzzy rules in a fuzzy image filter as opposed to determining the rules using human intuition. Results are presented for the well-known 'Lena' image and another 'Hill' image to prove that the newly designed hierarchical filter had acquired sufficient knowledge to enhance images which were not used during the training phase of the algorithm. |
| บรรณานุกรม | : |
Anver, Mohamed Mohideen. , Stonier, Russel J. . (2545). Design of an hierarchical fuzzy filter for removal of heavy impulse noise from corrupted images.
กรุงเทพมหานคร : Central Queensland University, Australia. Anver, Mohamed Mohideen. , Stonier, Russel J. . 2545. "Design of an hierarchical fuzzy filter for removal of heavy impulse noise from corrupted images".
กรุงเทพมหานคร : Central Queensland University, Australia. Anver, Mohamed Mohideen. , Stonier, Russel J. . "Design of an hierarchical fuzzy filter for removal of heavy impulse noise from corrupted images."
กรุงเทพมหานคร : Central Queensland University, Australia, 2545. Print. Anver, Mohamed Mohideen. , Stonier, Russel J. . Design of an hierarchical fuzzy filter for removal of heavy impulse noise from corrupted images. กรุงเทพมหานคร : Central Queensland University, Australia; 2545.
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