Straight Lines Detection Based on GA with New Modification on Baron's Method

• Published in: AL-Rafidain journal of computer sciences and mathematics Vol. 7; no. 3; pp. 61 - 72
• Main Authors: Fawziya Ramo, Nidhal Al-Assady, Khalil Al-Saif
• Format: Journal Article
• Language: Arabic
• Published: Mosul University 01-12-2010
• Subjects: feature extraction; genetic algorithm; straight lines detection
• ISSN: 1815-4816; 2311-7990
• DOI: 10.33899/csmj.2010.163911

In view of development on feature extraction in digital image based on feature straight line, GA has been used in this paper after hybrid it with Baron's Method to detect straight line, some developments are performed on the Baron's Method and we called it Genetic Developed Baron's Method (GDBM). The proposed method has been applied in many of sample. The experiments show that the proposed hybrid method in this paper is achieves high performance and it produce 90% detection rate.