4 image enhancement in spatial domain

This document discusses image enhancement techniques in the spatial domain. It defines spatial domain enhancement as the direct manipulation of pixel values. Some key techniques discussed include contrast stretching to improve low contrast, histogram equalization to improve contrast, sharpening filters to enhance edges using derivatives, and smoothing filters for noise reduction. The document provides examples and definitions of various spatial filters and their effects.