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Inpainting refers to the process of reconstructing lost or deteriorated parts of images. It's often used to restore old photographs or damaged artwork.

Deblurring removes blurs that result from camera shake, focus errors, or motion. It is a critical step in improving image quality for various applications.

Denoising techniques reduce noise from images, which may occur due to sensor imperfections, low light conditions, or high ISO settings in cameras.

Super-Resolution is the process of upscaling and improving the resolution of an image using algorithms. It enhances detail and sharpness.

Shadow Removal includes techniques to detect and eliminate shadows from images, which can improve visibility and aesthetics in various scenes.

HDR Reconstruction merges multiple photographs with different exposure settings into a single image with a greater dynamic range.

Color Restoration techniques focus on restoring the original colors of faded or discolored images, often used in reviving old photographs.

Image Decomposition separates an image into components or layers to analyze or process them independently, such as separating textures from structure.

Edge Enhancement sharpens image edges and improves their visibility, which is important for image analysis and object detection.

Reflection Removal involves algorithms designed to identify and eliminate reflections from images, which is helpful in improving image clarity.

Chromatic Aberration Correction is used to fix color fringing or distortions that occur due to lens dispersion, enhancing overall image quality.