Title :
Content-aware image resizing by quadratic programming
Author :
Chen, Renjie ; Freedman, Daniel ; Karni, Zachi ; Gotsman, Craig ; Liu, Ligang
Author_Institution :
Math Dept, Zhejiang Univ., Hangzhou, China
Abstract :
We present a new method for content-aware image resizing based on a framework of global optimization. We show that the basic resizing problem can be formulated as a convex quadratic program. Furthermore, we demonstrate how the basic framework may be extended to prevent foldovers of the underlying mesh; encourage the magnification of salient regions; and preserve straight line structures. We show results demonstrating the effectiveness of the proposed method by comparing with four leading competitor methods.
Keywords :
convex programming; image enhancement; image reconstruction; image resolution; quadratic programming; content-aware image resizing; global optimization; quadratic programming; Computer science; Functional programming; High definition video; Image converters; Optimization methods; Printing; Quadratic programming; Video on demand;
Conference_Titel :
Computer Vision and Pattern Recognition Workshops (CVPRW), 2010 IEEE Computer Society Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4244-7029-7
DOI :
10.1109/CVPRW.2010.5543281