Studies on genetic algorithms in image processing

The book "Studies on Genetic Algorithms in Image Processing" offers a comprehensive examination of the application of genetic algorithms in image processing. It highlights the fundamentals of computer vision and its goal of developing methods for electronic perception and analysis of images. The authors, A. P. Shanthini, A. Antonysamy, and Tim Francis, present both theoretical and practical approaches to image registration. A central concern of this work is the development of algorithms for the registration of rigid body images, demonstrating the versatility of genetic algorithms in evolutionary image registration. The theoretical aspects include the analysis of fitness functions and the mathematical morphology of binary images, while the practical applications aim to generate genetically optimized parameters that provide consistent and comparable results.