29 November 2007 Algorithm for fractional multiple image enlargement based on all phase DCT
Author Affiliations +
Abstract
Image enlargement technique is widely used in image processing and video format transforming. This paper proposes an algorithm for fractional multiple image enlargement based on All Phase Discrete Cosine Transform (APDCT) interpolation. The All Phase Digital Filter (APDF) is a new type of linear phase filter. For a data vector with a length of N obtained by blocking a signal, there are N different phase data blocks that include the same sampling point. Through taking the mean of the N values as the filtering output, the APDF can eliminate different meanings of the orthogonal transform filtering values of those data vectors and thereby the block effect. According to this idea, this paper deduces the formula of two-dimension APDCT filter. As a good integration of Discrete Cosine Transform (DCT) and all phase idea, a family of separable interpolation kernel, which is constructed by cosine function, is put forward. Look-up method is then discussed for real time image enlargement. The objective and subjective experiments show that better image quality is obtained by using interpolation kernel proposed than using 6*6 cubic interpolation kernel.
© (2007) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Yuqing He, Yuqing He, Zhengxin Hou, Zhengxin Hou, Chengyou Wang, Chengyou Wang, "Algorithm for fractional multiple image enlargement based on all phase DCT", Proc. SPIE 6833, Electronic Imaging and Multimedia Technology V, 68332U (29 November 2007); doi: 10.1117/12.757247; https://doi.org/10.1117/12.757247
PROCEEDINGS
7 PAGES


SHARE
Back to Top