Use of decision trees in colour feature selection. Application to object recognition in outdoor scenes

• Published in: 2000 International Conference on Image Processing Vol. 3; pp. 496 - 499 vol.3
• Main Authors: Freixenet, J., Llado, X., Marti, J., Cufi, X.
• Format: Conference Proceeding Journal Article
• Language: English
• Published: IEEE 2000
• Subjects: Algorismes computacionals; Application software; Computer algorithms; Computer vision; Concrete; Decision trees; Discriminació visual; Geometry; Image processing; Imatges; Informatics; Layout; Object recognition; Optical pattern recognition; Processament; Reconeixement òptic de formes; Robot vision systems; Robotics and automation; Visió per ordinador; Visual discrimination

A new method for the automated selection of colour features is described. The algorithm consists of two stages of processing. In the first, a complete set of colour features is calculated for every object of interest in an image. In the second stage, each object is mapped into several n-dimensional...