RETRIEVAL OF MULTIMEDIA OBJECTS USING COLOR SEGMENTATION AND DIMENSION REDUCTION OF FEATURES

摘要：

This paper describes an effective framework to perform image segmentation and find regions of interest (ROI) in a user input object in an interactive way. Similar image objects are then retrieved from a repository. The repository stores off-line trained feature data of image objects, which was obtained by applying feature extraction and dimension reduction analysis to the ROI. The advantage of our framework is that the task is divided into two independent modules that can be implemented individually. Objects are processed in the image domain and the feature domain respectively. The framework has been successfully applied to image databases and can be easily modified to accommodate video objects.

作者: Mingming Lu Qiyu Zhang Wei-Hung Cheng Cheng-Chang Lu

作者单位: Department of Computer Science Kent State University Kent, OH 44242

会议类型: 国际会议

会议名称: The Fifth International Conference on Image and Graphics(第五届国际图像图形学学术会议 ICIG 2009)

会议地点: 西安

会议语种:英文

页码: 168-171

在线出版日期: 2009-09-20（万方平台首次上网日期，不代表论文的发表时间）