From the last many years Swarm intelligence becomes the hot topic of interest for the researchers. A number of algorithms and procedures were sorted out by the help of natural species. Swarm Intelligence contains so many approaches like it contains Ant based optimization, PSO, BBO and many more others. till now there were 25 categories are identified in this field and the research is going on them. In a queue of that we are going to apply swarm intelligence based approach honey bee food foraging phenomenon for features extraction. So in this book you will find about the work of features extraction from image.