Visual media retargeting
- 16 December 2009
- conference paper
- conference paper
- Published by Association for Computing Machinery (ACM) in ACM SIGGRAPH ASIA 2009 Courses
Abstract
The increasing variety of commonly used display devices, especially mobile devices, requires adapting visual media to different resolutions and aspect ratios - a process called "retargeting." The media retargeting problem is further accentuated by the explosion of image and video content on the web. This course presents a comparative overview of the latest research in visual-media retargeting. It focuses on content-aware approaches, which, contrary to traditional scaling and cropping, adapt to the salient information within the image or video and rescale the content while preserving visually important information. Topics include: •Algorithmic details and practical considerations of the retargeting pipeline, including its two main parts (saliency estimation and resizing operators). •Recent trends in retargeting operators, namely discrete graph-based approaches, also known as seam carving. •Continuous methods that operate by image and video warping. •Temporally coherent video retargeting and multi-operator frameworks. The course illuminates the theoretical foundations and practical issues involved in media retargeting, and provides attendees a comprehensive understanding of the state of the art. It includes many live demos of the various resizing techniques.Keywords
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