Automatic recognition of ripening tomatoes is a main hurdle precluding the replacement of manual labour by robotic harvesting. In this paper. we present a novel automatic algorithm for recognition of ripening tomatoes using an improved method that combines multiple features. feature analysis and selection. https://www.ealisboa.com/