Multi-platform Framework for Pattern and Image Processing

Lura-Murillo R.P.; Torres-Cruz F.; Suaquita J.R.H.; Auquitias-Condori G.M.; Herrera-Urtiaga A.P. · Lecture Notes in Networks and Systems (2023) · DOI: 10.1007/978-3-031-29860-8_51

Resumen

This article describes the creation and development of a Web Framework for the processing of Images and Patterns based on the power of the HTML5 language and the object-oriented capabilities of the Javascript language, as well as the importance of its functionality on any operating system, thereby improving and simplifying its use. The object-oriented implementation will make it easier to access image variables and characteristics (width, height, color depth and bitmap), the calculation algorithms and matrix processing have been modified to perform convolution and color discretization processes, as well as the use of Gaussian filters and the Sobel, Cannis, Roberts Operator. Leaving the data ready to search for patterns and generate color histograms. As a result, a clear, compact implementation was obtained. to be able to derive and run on any browser that supports HTML5 technology and, more importantly, on any operating system. We provide greater flexibility and portability than other CGI frameworks based on C++ and Python.

Instituciones: Universidad Nacional del Altiplano; Universidad Nacional de Juliaca