Computer and Modernization ›› 2013, Vol. 1 ›› Issue (2): 15-18.doi: 10.3969/j.issn.1006-2475.2013.02.004

• 图像处理 • Previous Articles     Next Articles

Parallelization of Image Clustering

CAO Lei, CHENG Jian-la   

  1. School of Computer Software, Tianjin University, Tianjin 300072, China
  • Received:2012-10-11 Revised:1900-01-01 Online:2013-02-27 Published:2013-02-27

Abstract: As technology advances, image data is rapidly growing including images and videos on Internet. How to effectively manage the image data is a great challenge. Image clustering is an important image data managing solution. This paper proposes a solution of MapReduce parallelization about the SIFT image feature extraction and K-means clustering method on Hadoop platform. It achieves good results.

Key words: parallelization, image clustering