This chapter presents a brief description of chapters devoted to the theoretical development of computer vision. Original investigations in mathematical morphology, estimations of structural changes, the hierarchical adaptive Karhunen-Loeve and projective transforms, among others, provide the great contribution in mathematical foundations of computer vision. Each theoretical chapter involves practical implementations, which demonstrate the merit of proposed methods in practice.
Favorskaya, M. N., & Jain, L. C. (2015). Development of mathematical theory in computer vision. Intelligent Systems Reference Library, 73, 1–8. https://doi.org/10.1007/978-3-319-10653-3_1