Title :
Image Encoding and Decoding Scheme Based on Digital Image Inpainting Technology
Author :
Yadong, Wu ; Yongguo, Han ; Hongying, Zhang
Author_Institution :
Sch. of Comput. Sci. & Technol., Southwest Univ. of Sci. & Technol., Mianyang, China
Abstract :
Recently, digital image inpainting technique based on variational and partial differential equation has been researched widely. In this paper, image inpainting is applied to image encoding and a novel scheme of encoding is proposed. In the encoding, applying an edge detector to detect the edge. In addition, the four boundaries of the image also belong to the edge collection; next, generating small neighborhoods of the edge collection to get an edge-extended image, then encoding the addresses of the edge-extended image and using high bit rate to accurately code the gray values of it. So, a high compression rate is achieved. Unlike the traditional decoding, here the decoding is realized by a harmonic inpainting model to achieve a good quality of reconstructed image. At the end, a lot of images are simulated. These simulated results show that with this scheme proposed, one can get a good quality of reconstructed image in a high compression rate.
Keywords :
data compression; decoding; edge detection; image coding; image reconstruction; partial differential equations; variational techniques; digital image inpainting technology; edge detection; edge-extended image; harmonic inpainting model; image compression rate; image decoding scheme; image encoding scheme; image reconstruction; partial differential equation; variational differential equation; Computational modeling; Computer science; Decoding; Digital images; Electronic mail; Image coding; Image edge detection; Image reconstruction; Information technology; Partial differential equations; image decoding; image encodingt; image inpainting;
Conference_Titel :
Information Technology and Computer Science, 2009. ITCS 2009. International Conference on
Conference_Location :
Kiev
Print_ISBN :
978-0-7695-3688-0
DOI :
10.1109/ITCS.2009.19