• Manjit Moharana
• Saubhagya Ranjan Rout
• Abhay Pandey
• Mr. Amandeep Singh

Image processing applications are widely used in various commercial and non-commercial processes. They are used in different fields of science like medical field, space research, forensics and the list goes on. But there are certain problems with current image restoration methods. They include blurring and unwanted noise. Present methods have well restoration ability but the implementation is hard. This paper presents an analysis and results of Image Restoration done gradually, Dual Domain Image Restoration and restoration of the corrupted image in PCA domain.

Image Restoration, PCA, Review, Dual Domain Image Restoration.

"Improved Image Restoration Methods: A Review ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 11, page no.104-108, November 2018, Available :http://www.jetir.org/papers/JETIRDR06016.pdf

"Improved Image Restoration Methods: A Review ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 11, page no. pp104-108, November 2018, Available at : http://www.jetir.org/papers/JETIRDR06016.pdf