Image Inpainting Using Deep Learning Techniques: A Review
L. R. Haritha, C.A. Prajith
Abstract
Image inpainting is a significant research area in the field of computer vision, with a diverse range of applications in image processing. Traditional image inpainting techniques proved to ineffective in generating better inpainted results, as they tend to produce inconsistent and multiple image semantics. Due to the advancement of Deep learning (DL) in recent years, this can be employed to address the issues with conventional image inpainting techniques. Currently, researches are mainly focused on image inpainting techniques based on deep learning using CNN, GAN etc. In this article, several deep learning based image inpainting techniques are been reviewed.
Topics & Concepts
InpaintingArtificial intelligenceDeep learningComputer scienceImage (mathematics)Computer visionSemantics (computer science)Field (mathematics)Image restorationImage processingPattern recognition (psychology)MathematicsProgramming languagePure mathematicsGenerative Adversarial Networks and Image SynthesisAI in cancer detectionAdvanced Image Processing Techniques