CAREER: A New Approach to Clustering Based on Synchronization of Coupled Oscillators with Application to Content Based Image Retrieval

职业：基于耦合振荡器同步的聚类新方法及其在基于内容的图像检索中的应用

• 批准号: 0514319
• 负责人: Hichem Frigui
• 金额: $ 18.62万
• 依托单位: University of Louisville Research Foundation Inc
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 2004
• 资助国家: 美国
• 起止时间: 2004-08-15 至 2008-07-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0514319&HistoricalAwards=false
• 关键词: CAREER; New; Approach; Clustering; Based

. This research project will first develop a new scalable algorithm for clustering that can detect an unknown number of arbitrarily shaped clusters. This approach will be based on a synchronization model of plus-coupled oscillators. Next the project will build a CBIR (Content-Based Image Retrieval) prototype using the clustering algorithm developed in this research. The career development plan will include training students in CBIR as well as initiating a research seminar series. The proposed research will also support undergraduate design projects.

.该研究项目将首先开发一种新的可扩展的聚类算法，可以检测未知数量的任意形状的聚类。这种方法将基于一个同步模型的正耦合振荡器。接下来，本计画将使用本研究所开发的丛集演算法，建立一个CBIR（Content-Based Image Retrieval）原型系统。职业发展计划将包括培训学生在CBIR以及启动一系列的研究研讨会。拟议的研究还将支持本科设计项目。