6-9 Improved Image Retrieval Based on Binary Local Features

Abstract

In this paper, we propose a new image retrieval method based on binary local features and Bag-of-Visual Words framework. We extract uncorrelated portion from bit strings of feature vectors in the same cluster in order to efficiently represent the distance between the vectors. The effectiveness of the proposed method is confirmed in experiments.