CVJun 22, 2017
A Novel VHR Image Change Detection Algorithm Based on Image Fusion and Fuzzy C-Means Clustering
arXiv:1706.07157v19 citations
Originality Synthesis-oriented
AI Analysis
This addresses the problem of detecting changes in satellite imagery for remote sensing applications, but it appears incremental as it combines existing techniques.
The study tackled change detection in Very High Resolution satellite images by using image fusion with 2D Discrete Wavelet Transform and Fuzzy C-Means clustering, comparing it quantitatively and qualitatively to other methods.
This thesis describes a study to perform change detection on Very High Resolution satellite images using image fusion based on 2D Discrete Wavelet Transform and Fuzzy C-Means clustering algorithm. Multiple other methods are also quantitatively and qualitatively compared in this study.