bachelorThesis
Aplicativo móvel de análise de textura baseado em fractais
Fecha
2018-12-04Registro en:
PAVAN, Felipe Reis. Aplicativo móvel de análise de textura baseado em fractais. 2018. 63 f. Trabalho de Conclusão de Curso (Graduação) - Universidade Tecnológica Federal do Paraná, Dois Vizinhos, 2018.
Autor
Pavan, Felipe Reis
Resumen
This work proposes to develop a mobile application to classify texture images, based on fractal theory. The proposal is to develop an Android mobile application that receives a trained model, captures images of a texture, extracts the features using a recent texture analysis method based on the fractal descriptors called FDMIC and then classify it. The trained classification model is generated through a desktop software, developed in Java, which receives input parameters such as an image base, the scale value and the size of the sub-image to be cut. This proposal aims to unite the performance of FDMIC to the mobility provided by a smartphone. Finally, after experimental tests, the accuracy of FDMIC in this proposed solution was measured and through statistical analyzes, the results were compared, emphasizing strengths and weaknesses of this approach.