Classification and quality assessment of high quality digital photographs

Supheakmungkol Sarin*, Wataru Kameyama

*この研究の対応する著者

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

We are interested in high quality photographs. This paper outlines our research proposal for the tasks of classification and quality assessment. We address these challenges by exploring the aesthetics from the combined perspectives of the artists and the photographers. We propose to use the aesthetic primitives of images for visualization as a guideline for high and low-level image feature extraction and to classify this high quality content into six creative exposure themes, which are commonly followed by the professional photographers. Then, we suggest to evaluate the quality of the photograph accordingly to these themes. We solve the problems using statistical modeling and learning approach.

本文言語English
ホスト出版物のタイトルMM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums
ページ1137-1138
ページ数2
DOI
出版ステータスPublished - 2009
イベント17th ACM International Conference on Multimedia, MM'09, with Co-located Workshops and Symposiums - Beijing, China
継続期間: 2009 10月 192009 10月 24

出版物シリーズ

名前MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums

Conference

Conference17th ACM International Conference on Multimedia, MM'09, with Co-located Workshops and Symposiums
国/地域China
CityBeijing
Period09/10/1909/10/24

ASJC Scopus subject areas

  • 計算理論と計算数学
  • コンピュータ サイエンスの応用
  • コンピュータ ビジョンおよびパターン認識
  • ソフトウェア

フィンガープリント

「Classification and quality assessment of high quality digital photographs」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル