Abstract
In this paper, a new algorithm known as Line Edge Binary Pattern (LEBP) is proposed for Content-Based Image Retrieval (CBIR). The proposed method represents the local region of an image based on the distribution of line edges in contrast to Local Binary Patterns (LBPs). LBPs extract information based on the distribution of point edges which are evaluated by taking into consideration local differences between the centre pixel and its neighbours in an image. The retrieval results of the proposed method are tested on Corel 1000 and Corel 2450 image databases in terms of precision and recall. The results after being investigated show a significant improvement in terms of precision and recall as compared to LBP and other existing spatial and transform domain methods.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callMore From: International Journal of Signal and Imaging Systems Engineering
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
