JOURNAL ARTICLE

Remote Sensing Image Segmentation Algorithm Based on Multi-agent and Fuzzy Clustering

Lei LiuLinli ZhouHuifang Bao

Year: 2017 Journal:   DEStech Transactions on Environment Energy and Earth Science   Publisher: Destech Publications

Abstract

Remote sensing is a technology for monitoring surface information in real time, remote sensing image interpretation has important application value in military and civil fields [1]. In this paper, aiming at the design of remote sensing image segmentation algorithm, we propose a remote sensing image segmentation method based on multi-Agent system and fuzzy clustering. The proposed method extracts and fuses the intensity, texture and edge information in collaboration and penalization, and it provides theoretical and technical support for remote sensing image segmentation.

Keywords:
Cluster analysis Image segmentation Computer science Segmentation Artificial intelligence Fuzzy logic Segmentation-based object categorization Remote sensing Computer vision Scale-space segmentation Image (mathematics) Image texture Fuzzy clustering Enhanced Data Rates for GSM Evolution Region growing Pattern recognition (psychology) Data mining Geography

Metrics

3
Cited By
0.33
FWCI (Field Weighted Citation Impact)
6
Refs
0.59
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Remote Sensing and Land Use
Physical Sciences →  Earth and Planetary Sciences →  Atmospheric Science
Remote-Sensing Image Classification
Physical Sciences →  Engineering →  Media Technology
Advanced Algorithms and Applications
Physical Sciences →  Engineering →  Control and Systems Engineering

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