You are here

Enhanced seam carving via integration of energy gradient functionals

TitleEnhanced seam carving via integration of energy gradient functionals
Publication TypeJournal Article
Year of Publication2011
JournalIEEE Signal Processing Letters
Volume18
Pagination375 - 378
ISSN1070-9908
Keywordsbackward energy cost functionals, content-aware image retargeting, energy gradient functional integration, enhanced seam carving approach, forward energy cost functionals, image processing, local extrema, optimization, optimization process, visual quality
Abstract

This letter proposes an improved seam carving approach for content-aware image retargeting. The proposed algorithm extends upon the backward and forward energy cost functionals used in previous seam carving methods by incorporating an energy gradient cost functional in the optimization process. This combined absolute energy cost functional penalizes seam candidates that cross areas of local extrema, which characterizes regions with high concentrations of #x201C;important #x201D; image detail. Experiments show superior visual quality results using the proposed absolute energy cost functional over existing methods on a variety of images characterized by high image detail concentration.

DOI10.1109/LSP.2011.2140396