{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T22:34:34Z","timestamp":1725575674486},"reference-count":0,"publisher":"EasyChair","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"abstract":"<jats:p>With the rapid progress of network technologies and multimedia data, information retrieval techniques gradually become content-based, and not text-based yet. In this paper, we propose a content-based image retrieval system to query similar images in a real image database. First, we employ segmentation and main object detection to separate the main object from an image. Then, we extract MPEG-7 features from the object and select relevant features using the SAHS algorithm. Next, two approaches \u201cone-against- all\u201d and \u201cone-against-one\u201d are proposed to build the classifiers based on SVM. To further reduce indexing complexity, K-means clustering is used to generate MPEG-7 signatures. Thus, we combine the classes predicted by the classifiers and the results based on the MPEG-7 signatures, and find out the similar images to a query image. Finally, the experimental results show that our method is feasible in image searching from the real image database and more effective than the other methods.<\/jats:p>","DOI":"10.29007\/w4sr","type":"proceedings-article","created":{"date-parts":[[2018,1,23]],"date-time":"2018-01-23T23:04:22Z","timestamp":1516748662000},"page":"95-80","source":"Crossref","is-referenced-by-count":1,"title":["Content-Based Image Retrieval System for Real Images"],"prefix":"10.29007","volume":"41","author":[{"given":"Yin-Fu","family":"Huang","sequence":"first","affiliation":[]},{"given":"Bo-Rong","family":"Chen","sequence":"additional","affiliation":[]}],"member":"11545","event":{"name":"GCAI 2016. 2nd Global Conference on Artificial Intelligence"},"container-title":["EPiC Series in Computing"],"original-title":[],"deposited":{"date-parts":[[2018,1,23]],"date-time":"2018-01-23T23:05:30Z","timestamp":1516748730000},"score":1,"resource":{"primary":{"URL":"https:\/\/easychair.org\/publications\/paper\/Z3T"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"references-count":0,"URL":"https:\/\/doi.org\/10.29007\/w4sr","relation":{},"ISSN":["2398-7340"],"issn-type":[{"type":"print","value":"2398-7340"}],"subject":[]}}