Content-based Photo Quality Assessment
Author | : Wei Luo |
Publisher | : |
Total Pages | : 104 |
Release | : 2012 |
ISBN-10 | : OCLC:930957413 |
ISBN-13 | : |
Rating | : 4/5 (13 Downloads) |
Book excerpt: This argument is supported by extensive experimental comparisons of existing photo quality assessment approaches as well as our new features over different categories of photos. In addition, we propose an approach of online training an adaptive classifier to combine the proposed features according to the visual content of a test photo without knowing its category. Another contribution of this work is to construct a large and diversified benchmark database for the research of photo quality assessment. It includes 17, 613 photos with manually labeled ground truth. This new benchmark database will be released to the research community.