This book presents a variety of innovative and sophisticated methods of image processing including spatial information, captured by the neighboring pixels in remote sensing image, to improve image interpretation or image classification. Presented methods include various types of variogram analysis, various methods for the quantification of texture, intelligent kernel operators, pattern recognition techniques, image segmentation methods, sub-pixel methods, wavelets and spectral analysis techniques sophisticated blend.