[Image Processing] Automatic detection and repair of scratches from image data *Demo video available
Automatically detects missing areas from damage images and gradually repairs the damage by repeating correction processes!
This is a technical appeal from a company specializing in image processing development. In the scratch correction demo, we first capture an image of Mount Fuji from a camera video on the left side of the screen. Next, we composite a scratch image onto the captured image to generate a damaged image with some data missing. On the left side of the screen, you can see how the system automatically identifies the missing areas from this damaged image and gradually repairs the scratches through repeated correction processes. While the human eye can easily distinguish the missing areas, detecting scratches (missing areas) from image data is quite challenging. Therefore, we focus on the unnatural changes in the missing areas and repeatedly perform corrections to infer from the surrounding pixels, making the image restoration more natural.
basic information
【Features・Keywords】 - Automatic detection - Automatic correction - Scratch correction・restoration
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Applications/Examples of results
We provide image processing technology as added value in various fields such as medical devices, automobiles, televisions, games, inspection equipment, office automation equipment, and manufacturing equipment.
