Title :
Content aspect ratio preserving mesh-based image resizing
Author :
Mishiba, Kazu ; Ikehara, Masaaki ; Yoshitome, Takeshi
Author_Institution :
Dept. of Electr. & Electron. Eng., Tottori Univ., Tottori, Japan
fDate :
Sept. 30 2012-Oct. 3 2012
Abstract :
We proposed a novel method for content-aware image resizing based on grid transformation. Our method moves each vertical and horizontal grid lines in the perpendicular direction to itself. Keeping important regions unchanged is a strong constraint for image resizing. Satisfying this constraint can produce significant distortion on unimportant regions. Our method allows important regions to be changed and suppresses the changes of the aspect ratios of important regions. In addition, we introduced the lower thresholds of the scaling rates of grid meshes and the boundary discarding process. Experimental results demonstrate that our proposed method resizes images with less distortion than other resizing methods.
Keywords :
image reconstruction; image segmentation; mesh generation; boundary discarding; content aspect ratio preserving mesh-based image resizing; content-aware image resizing; grid meshes; grid transformation; horizontal grid lines; scaling rates; vertical grid lines; Convergence; Educational institutions; Humans; Image color analysis; Indexes; Minimization; Vectors; aspect ratio; content-aware image resizing; grid-based resizing; warping method;
Conference_Titel :
Image Processing (ICIP), 2012 19th IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4673-2534-9
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2012.6466997