標題: | Multimodal search for effective image retrieval |
作者: | Fu, Hsin C. Xu, Yeong. Y. Pao, Hsiao T. 資訊工程學系 Department of Computer Science |
關鍵字: | image query and retrieval;text search;multimodal;content based query;model-based search |
公開日期: | 2008 |
摘要: | In this paper we present a multimodal approach for effectively searching and retrieving images. The proposed multimodal image query and retrieval (MIQR) method uses two or more types of query for accessing images - textual annotation associated with images and visual appearance, such as color, texture and positional features of objects in sample images. A user places a keyword-based query first and then retrieves desired images by visual content-based query. A prototype MIQR system was implemented and is available at hitp://140.113.216.66/WebImageSearch for online demo, and public evaluation. We also conducted experiments over a categorized Corel image collection and a non-categorized WWW image collection to show the performance of the proposed MIQR method. |
URI: | http://hdl.handle.net/11536/31275 |
ISBN: | 978-80-227-2856-0 |
期刊: | PROCEEDINGS OF IWSSIP 2008: 15TH INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING |
起始頁: | 233 |
結束頁: | 236 |
顯示於類別: | 會議論文 |