Aesthetic quality assessment of consumer photos with faces

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2010, Pages 3221-3224

  Li, Congcong ^a   Gallagher, Andrew ^b   Loui, Alexander C ^b   Chen, Tsuhan ^a  

^a School of Operations Research and Industrial Engineering   (United States)

^b EASTMAN KODAK COMPANY   (United States)

Author keywords

Aesthetic visual quality; Faces; Photo assessment; Social relationship

Indexed keywords

AESTHETIC QUALITIES; CONSUMER PHOTO COLLECTIONS; FACES; MECHANICAL TURKS; PERCEPTUAL FEATURE; PHOTO ASSESSMENTS; SOCIAL RELATIONSHIPS; SUBJECTIVE QUALITY; TECHNICAL FEATURES; VISUAL COMPUTING; VISUAL QUALITIES;

IMAGE PROCESSING; IMAGING SYSTEMS; RATING;

FEATURE EXTRACTION;

EID: 78651108184     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2010.5651833     Document Type: Conference Paper

References (10)

1. Ritendra Datta, Dhiraj Joshi, Jia Li, and James Z. Wang, "Studying aesthetics in photographic images using a computational approach," in ECCV'06.
2. Ritendra Datta, Jia Li, and James Z. Wang, "Learning the consensus on visual quality for next-generation image management," in MULTIMEDIA'07.
3. Yan Ke, Xiaoou Tang, and Feng Jing, "The design of high-level features for photo quality assessment," in CVPR'06.
4. Congcong Li and Tsuhan Chen, "Aesthetic visual quality assessment of paintings," Sel. Top. in Sig. Proc., IEEE Journal of, vol. 3, no. 2, pp. 236-252, April 2009.
5. Yiwen Luo and Xiaoou Tang, "Photo and video quality evaluation: Focusing on the subject," in ECCV'08.
6. M. Freeman, The photographer's eye: composition and design for better digital photos, Ilex Press, 2007.
7. A. Loui, M.D. Wood, A. Scalise, and J. Birkelund, "Multidimensional image value assessment and rating for automated albuming and retrieval," in ICIP'08.
8. C.D. Cerosaletti and A.C. Loui, "Measuring the perceived aesthetic quality of photographic images," in QoMEx'09.
9. A. Sorokin and D. Forsyth, "Utility data annotation with amazon mechanical turk," in CVPRW'08.
10. T. F. Cootes, C. J. Taylor, D. H. Cooper, and J. Graham, "Active shape models-their training and application," Comput. Vis. Image Underst., vol. 61, no. 1, pp. 38-59, 1995.