Optimization Algorithms for Local Features

• DOI: 10.4028/www.scientific.net/amr.225-226.921
• Publication Date: 2011-04-20T09:16:58Z
• Authors: Jian Cao; Hong Qian Chen; Ming Yi Mao
• Keywords: Optimization algorithm; Feature (linguistics)

Feature spaces optimization plays a very important role in object recognition and categorization. After analyzing of several fashionable local features at present, some algorithms based on the information theory are proposed. In this paper, we describe approaches to recognize generic objects using these which have been optimized. As baselines for comparison, also implemented additional systems other algorithms. The performance analysis obtained experimental results demonstrates that proposed effective efficient.