2015/06/03 by Thanh Manh Le, Le, Thanh Manh, Thanh The Van +1
Computer Science · #Advanced Computational Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #H.2.8 #H.3.3 #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #cs.CV #cs.IR
paper · pdf · doi:10.48550/arxiv.1506.01165
14 pages, 3 figures, Appendix
arxiv created 2015/06/03 · openalex publication_date 2015/06/03 · arxiv updated 2015/06/04 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
The paper approaches the binary signature for each image based on the percentage of the pixels in each color images, at the same time the paper builds a similar measure between images based on EMD (Earth Mover's Distance). Besides, the paper proceeded to create the S-tree based on the similar measure EMD to store the image's binary signatures to quickly query image signature data. From there, the paper build an image retrieval algorithm and CBIR (Content-Based Image Retrieval) based on a similar measure EMD and S-tree. Based on this theory, the paper proceeded to build application and experimental assessment of the process of querying image on the database system which have over 10,000 images.