Title :
DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals
Author :
Akshaya Mishra;Christian Scharfenberger;Parthipan Siva;Fan Li;Alexander Wong;David Clausi
Author_Institution :
University of Waterloo, Waterloo, Canada
Abstract :
This paper proposes DESIRe (Discontinuous Energy Seam-carving Image Retargeting), an improved seam carving approach for content-aware image retargeting. The proposed algorithm introduces a novel discontinuous seam carving optimization process that incorporates not only a structural energy cost functional, but also a texture energy cost functional to handle scenes with complex structural and textural characteristics. Experimental results using a variety of scenes with dense image detail characteristics show that the proposed DESIRe seam carving approach can provide improved visual quality when compared to a number of existing seam carving methods. These results illustrate the potential of the proposed DESIRe approach for improving content-aware image retargeting that reduces the loss of important image information without causing significant visual distortions or artifacts.
Keywords :
"Visualization","Optimization","Computational modeling","Silicon","Nonlinear distortion","Image color analysis"
Conference_Titel :
Image Processing (ICIP), 2015 IEEE International Conference on
DOI :
10.1109/ICIP.2015.7351494