Greenery Image and Non-greenery Image Classification Using Adaptive Neuro-Fuzzy Inference System

This paper presents greenery and non-greenery image classification using adaptive neuro fuzzy inference system. A hybrid set of parameters involving texture and a measure of color coherence using guided (template) image, are used for the purpose of classification. These hybrid set of parameters provide good classification accuracy for greenery and non-greenery images. The performance of the system is illustrated with a set of 200 images containing both greenery and non-greenery images.