Title :
Perceptually relevant energy function for seam carving
Author :
Hui Li Tan ; Yih Han Tan ; Zhengguo Li ; Rahardja, Susanto ; Chuohao Yeo
Author_Institution :
Signal Process. Dept., A*STAR, Singapore, Singapore
Abstract :
Seam carving, an image re-targeting method, works by progressively finding and removing connected paths of low energy pixels in an image until a desired image aspect ratio is reached. In this paper, we first cast the problem of minimizing an energy function as that of minimizing a distortion cost. We then leverage on our understanding of image quality metrics/ distortion metrics in proposing a perceptually relevant energy function. Experimental results show that our proposed energy function can generate more desirable resized images in which the original structures of the images are better preserved.
Keywords :
distortion; image enhancement; minimisation; connected path finding; connected path removal; distortion cost minimization; energy function minimization problem; image aspect ratio; image distortion metrics; image quality metrics; image resizing; image retargeting method; low energy pixels; perceptually relevant energy function; seam carving; Computer vision; Conferences; Distortion measurement; Image edge detection; Image quality; Shape; Seam carving; context-aware image resizing; distortion metrics; image re-targeting; perceptual image quality metrics;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6637984