Bag-Of-Words Model In Computer Vision - What is the bag of visual words method?

To use the "bag of visual words" technique, you simply cluster visual elements that are related to one another. For every set of visual characteristics, there is a single node that serves as a visual representation of the corresponding word. Using k-means clustering is the standard procedure for visual feature grouping into visual words.