Self-adaptive image cropping for small displays

被引:55
作者
Ciocca, Gianluigi [1 ]
Cusano, Claudio [1 ]
Gasparini, Francesca [1 ]
Schettini, Raimondo [1 ]
机构
[1] Univ Milano Bicocca, Dept IT Syst & Commun, Milan, Italy
关键词
adaptive image cropping; small displays; image rendering; image classification; face detection; skin detection;
D O I
10.1109/TCE.2007.4429261
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We propose a new self/adaptive image cropping algorithm where the processing steps are driven by the classification of the images into semantic classes. The algorithm exploits both visual and semantic information. Visual information is obtained from a visual attention model, while semantic information relates to the automatically assigned image genre and to the detection of face and skin regions.
引用
收藏
页码:1622 / 1627
页数:6
相关论文
共 12 条
[1]  
[Anonymous], 2003, PROC 16 ANN ACM S US, DOI DOI 10.1145/964696.964707
[2]   Face segmentation using skin-color map in videophone applications [J].
Chai, D ;
Ngan, KN .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1999, 9 (04) :551-564
[3]   A visual attention model for adapting images on small displays [J].
Chen, LQ ;
Xie, X ;
Fan, X ;
Ma, WY ;
Zhang, HJ ;
Zhou, HQ .
MULTIMEDIA SYSTEMS, 2003, 9 (04) :353-364
[4]   The JPEG2000 still image coding system: An overview [J].
Christopoulos, C ;
Skodras, A ;
Ebrahimi, T .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2000, 46 (04) :1103-1127
[5]  
Gasparini F., 2006, P INT IM 7, P1
[6]   A model of saliency-based visual attention for rapid scene analysis [J].
Itti, L ;
Koch, C ;
Niebur, E .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1998, 20 (11) :1254-1259
[7]   A method for extracting region of interest based on attractiveness [J].
Kimura, Masayuki ;
Yamauchi, Masaki .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2006, 52 (02) :312-316
[8]  
Li B., 1984, BIOMETRICS, V40, P358, DOI DOI 10.2307/2530946
[9]   Neural network-based face detection [J].
Rowley, HA ;
Baluja, S ;
Kanade, T .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1998, 20 (01) :23-38
[10]   Automatic classification of digital photographs based on decision forests [J].
Schettini, R ;
Brambilla, C ;
Cusano, C ;
Ciocca, G .
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2004, 18 (05) :819-845