Title :
PReLIB: PDE-Based Restoration of Lost Image Blocks
Author :
Ajorloo, Hossein ; Shalmani, M. T Manzuri ; Lakdashti, A.
Author_Institution :
Multimedia Res. Group, IT Fac., ITRC, Tehran, Iran
Abstract :
In this paper, restoration of damaged image blocks with large sizes is considered and a discrete Fourier transform (DFT)-based approach is developed for this purpose, which requires interventions of both source encoder and decoder. Use of lossy codecs causes a processing error leading to noisy images after recovery. A partial differential equation (PDE)-based image enhancement approach is proposed to reduce the visual effect of this processing error. Experimental results show that our method can restore large size lost blocks of images, which overcomes previously proposed approaches.
Keywords :
discrete Fourier transforms; image enhancement; image restoration; partial differential equations; PDE-based restoration; PRELIB; damaged image blocks; discrete Fourier transform; image enhancement; lossy codecs; lost image blocks; noisy images; partial differential equation; source decoder; source encoder; Codecs; Communication effectiveness; Decoding; Discrete Fourier transforms; Image converters; Image enhancement; Image restoration; Partial differential equations; Pixel; Visual effects; Discrete Fourier transforms; Image enhancement; Partial differential equations;
Conference_Titel :
Digital Signal Processing, 2007 15th International Conference on
Conference_Location :
Cardiff
Print_ISBN :
1-4244-0881-4
Electronic_ISBN :
1-4244-0882-2
DOI :
10.1109/ICDSP.2007.4288616