A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Seam carving for content-aware image resizing
ACM SIGGRAPH 2007 papers
Optimized scale-and-stretch for image resizing
ACM SIGGRAPH Asia 2008 papers
A new, fast, and efficient image codec based on set partitioning in hierarchical trees
IEEE Transactions on Circuits and Systems for Video Technology
MUSIZ: a generic framework for music resizing with stretching and cropping
MM '11 Proceedings of the 19th ACM international conference on Multimedia
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There is an increasing demand on image compression adaptive to different display sizes. However, existing spatial scalable coding only supports dyadic resolutions and is not content-aware. In this paper, we apply the recently developed image resizing algorithm, seam carving, for content-aware multi-size image compression. Our proposed codec encodes an image into a content-aware progressive bitstream that allows decoding into arbitrary display resolution. In addition, seam insertion is incorporated into the proposed framework to improve the performance in low bitrate image transmission applications. To the best of our knowledge, this is the first applicable content-aware multi-size image coding work in literature.