🎨 Design

Image Morphological Opening

Apply morphological opening operation (erosion followed by dilation) to remove small noise and separate connected objects

Design

Image Laplacian Operator

Apply Laplacian operator for edge detection, sharpening, and image enhancement with different kernel variants

Design

Image Gradient Operation

Apply gradient operations (Sobel, Prewitt, Roberts) for edge detection and image enhancement

Design

Image Morphological Closing

Apply morphological closing operation (dilation followed by erosion) to fill small holes and connect nearby objects

Design

Image Binary Converter

Convert images to binary (black and white) with customizable threshold and options

Design

Image Otsu Threshold

Apply Otsu threshold operation to automatically determine optimal threshold value using Otsu's algorithm

Design

Image Threshold

Apply threshold operation to convert images to black and white based on pixel intensity

Design

Image Dilate

Apply dilation morphological operation to expand foreground objects in binary images

Design

Image Adaptive Threshold

Apply adaptive threshold operation that calculates threshold for small regions, suitable for varying lighting conditions

Design

Image Erode

Apply erosion morphological operation to shrink foreground objects in binary images

Design

Image Noise Reduction

Reduce image noise using multiple algorithms including median, gaussian, and bilateral filtering

Design

Image Normalize

Normalize image histogram to enhance contrast by stretching the intensity range

Design