Abstract Content-based image retrieval (CBIR) methods search for points with the most similar content to query features from within a large dataset. The notable approach this purpose is an approximate nearest neighbor (ANN) searching. main properties expected system can be listed as follows; low storage requirement, high retrieve speed, and average precision. Hashing, which generate discriminat...