Personal photo enhancement using prior images

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Personal photo enhancement using prior images

Source

International Conference on Computer Graphics and Interactive Techniques archive
ACM SIGGRAPH 2008 posters table of contents

Los Angeles, California

SESSION: Image/video processing table of contents

Article No. 69

Year of Publication: 2008

ISBN:978-1-60558-466-9

Authors

Neel Joshi	UC San Diego
Wojciech Matusik	Adobe Systems, Inc.
Edward H. Adelson	MIT CSAIL
David J. Kriegman	UC San Diego

Sponsor

SIGGRAPH: ACM Special Interest Group on Computer Graphics and Interactive Techniques

Publisher

ACM New York, NY, USA

Bibliometrics

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Additional Information:

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ABSTRACT

We describe a framework for improving the quality of personal photos by using a person's favorite photographs as examples. We use common faces across images to automatically perform both global and face specific corrections. Our system achieves this by using face detection to align faces between "good" and "bad" photos such that properties of the good examples can be used to correct a bad photo. We illustrate the power and generality of our approach by presenting a novel deblurring algorithm, and we show corrections that perform sharpening, super-resolution, in-painting of over and under-exposure regions, and white-balancing.

INDEX TERMS

Primary Classification:
I. Computing Methodologies
I.4 IMAGE PROCESSING AND COMPUTER VISION
I.4.0 General