Paper Title:
Research of Remote Sensing Image Segmentation Based on Mean Shift and Region Merging
  Abstract

In order to extract ground information more accurately, it is important to find an image segmentation method to make the segmented features match the ground objects. We proposed an image segmentation method based on mean shift and region merging. With this method, we first segmented the image by using mean shift method and small-scale parameters. According to the region merging homogeneity rule, image features were merged and large-scale image layers were generated. What’s more, Multi-level image object layers were created through scaling method. The test of segmenting remote sensing images showed that the method was effective and feasible, which laid a foundation for object-oriented information extraction.

  Info
Periodical
Edited by
Xuejun Zhou
Pages
2836-2839
DOI
10.4028/www.scientific.net/AMM.90-93.2836
Citation
J. Cui, D. L. Ma, M. Y. Yu, Y. Zhou, "Research of Remote Sensing Image Segmentation Based on Mean Shift and Region Merging", Applied Mechanics and Materials, Vols. 90-93, pp. 2836-2839, 2011
Online since
September 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Won Bae Park, Eun Ju Ryu, Young Jun Song, Jae Hyeong Ahn
Abstract:In this paper, we propose a new visual feature extraction method for content-based image retrieval (CBIR) based on wavelet transform which...
206
Authors: Bernd Thomas, Christian Hecht
Abstract:In this paper we present recent results of epitaxial growth of 4H-SiC on 3” (0001) 8° and 4° off-oriented wafers using a multi-wafer hot-wall...
141
Authors: Zong Shen Wang, Yan Jin Guan, Li Bin Song, Ping Liang
Chapter 2: Materials and Processing Technologies
Abstract:Improvement of materials properties induced by constrained groove pressing (CGP) depends largely on deformation homogeneity. Utilizing...
505
Authors: Hong Chao Li, Hong Ya Yue, Fei Ye, Jing Liu
Chapter 1: Materials and Processing Technologies
Abstract:A space grid method, based on image processing technology, was proposed to evaluate asphalt mixture segregation, which used the ratio of...
49