Morphological Image Processing
Morphological Image Processing is a technique in image analysis that focuses on the shape and structure of objects within an image. It uses operations like dilation and erosion to manipulate the geometric features of images, helping to enhance or extract specific shapes. This method is particularly useful in tasks such as object recognition, image segmentation, and noise reduction.
The core idea of morphological processing is to probe an image with a structuring element, which is a small shape or template. By applying various morphological operations, one can modify the image to highlight certain features, making it easier to analyze and interpret visual data in fields like computer vision and medical imaging.