Title :
A new framework for characterization of halftone textures
Author :
Chang, Ti-Chiun ; Allebach, Jan P.
Author_Institution :
Siemens Corp. Res. Inc., Princeton, NJ, USA
Abstract :
Characterization of halftone textures is important for quantitative assessment of halftone quality. We develop a new framework based on directional local sequency analysis and a filter bank structure. We decompose a halftone image into subband images from which we can easily reconstruct the original halftone. Based on these subband images, we define the directional sequency spectrum which is analogous to the 2D Fourier spectrum, and formulate several texture measures. Three test images are used to justify these measures.
Keywords :
channel bank filters; image classification; image reconstruction; image texture; 2D Fourier spectrum; directional local sequency analysis; directional sequency spectrum; filter bank structure; halftone quality assessment; halftone texture characterization; image decomposition; image reconstruction; subband images; Anisotropic magnetoresistance; Binary sequences; Filter bank; Image analysis; Image decomposition; Image reconstruction; Image sequence analysis; Image texture analysis; Neodymium; Nonlinear filters;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415466