A Review on Image Inpainting with K-Nearest Neighbor (KNN) Method

  • Unique Paper ID: 143489
  • PageNo: 189-193
  • Abstract:
  • Reconstructing and editing of photographs is as old as photography itself. In reality yourself, myself and many majority people need to restore their photographic memories, art work, designs, drawings etc. Damage of the same can be due to many reasons like occlusions, overlaid texts, scratches, graph scaled images etc. We can enhance the visual appearance of the photographs and make it good looking once with the help of inpainting and we can say retouching. In the digital world, in painting (also known as image interpolation or video interpolation) refers to the application of sophisticated algorithms to replace lost or corrupted parts of the image data and majority times to remove the small areas or defected parts of the picture.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{143489,
        author = {Bhoomika G. Parmar and Swapnil Andhariya},
        title = {A Review on Image Inpainting with K-Nearest Neighbor (KNN) Method},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {2},
        number = {11},
        pages = {189-193},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=143489},
        abstract = {Reconstructing and editing of photographs is as old as photography itself. In reality yourself, myself and many majority people need to restore their photographic memories, art work, designs, drawings etc. Damage of the same can be due to many reasons like occlusions, overlaid texts, scratches, graph scaled images etc. We can enhance the visual appearance of the photographs and make it good looking once with the help of inpainting and we can say retouching. In the digital world, in painting (also known as image interpolation or video interpolation) refers to the application of sophisticated algorithms to replace lost or corrupted parts of the image data and majority times to remove the small areas or defected parts of the picture.

},
        keywords = {Inpaiting; PDE; Texture Synthesis; ExaplarMethod; Patch Based; KNN based},
        month = {},
        }

Cite This Article

Parmar, B. G., & Andhariya, S. (). A Review on Image Inpainting with K-Nearest Neighbor (KNN) Method. International Journal of Innovative Research in Technology (IJIRT), 2(11), 189–193.

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