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


The bag of visual words method involves grouping similar visual features into clusters. Each cluster is assigned a central point which acts as the visual word translation or mapping for that group of visual features. The most common approach for grouping visual features into visual words is through k-means clustering.