A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Contrast-based image attention analysis by using fuzzy growing
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Efficient Graph-Based Image Segmentation
International Journal of Computer Vision
ACM SIGGRAPH 2006 Papers
Visual attention detection in video sequences using spatiotemporal cues
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
2006 Special Issue: Modeling attention to salient proto-objects
Neural Networks
Retargeting Images and Video for Preserving Information Saliency
IEEE Computer Graphics and Applications
Saliency model-based face segmentation and tracking in head-and-shoulder video sequences
Journal of Visual Communication and Image Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-view video based multiple objects segmentation using graph cut and spatiotemporal projections
Journal of Visual Communication and Image Representation
Visual attention guided bit allocation in video compression
Image and Vision Computing
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Perceptual visual quality metrics: A survey
Journal of Visual Communication and Image Representation
Content aware video manipulation
Computer Vision and Image Understanding
Key frame extraction based on visual attention model
Journal of Visual Communication and Image Representation
Global contrast based salient region detection
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Dynamic Bit Allocation for Multiple Video Object Coding
IEEE Transactions on Multimedia
Rate control for videophone using local perceptual cues
IEEE Transactions on Circuits and Systems for Video Technology
Unsupervised extraction of visual attention objects in color images
IEEE Transactions on Circuits and Systems for Video Technology
Learning to Extract Focused Objects From Low DOF Images
IEEE Transactions on Circuits and Systems for Video Technology
A Co-Saliency Model of Image Pairs
IEEE Transactions on Image Processing
Salient object detection by composition
ICCV '11 Proceedings of the 2011 International Conference on Computer Vision
Two-layer average-to-peak ratio based saliency detection
Image Communication
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In this paper, a novel method is proposed to detect salient regions in images. To measure pixel-level saliency, joint spatial-color constraint is defined, i.e., spatial constraint (SC), color double-opponent (CD) constraint and similarity distribution (SD) constraint. The SC constraint is designed to produce global contrast with ability to distinguish the difference between ''center and surround''. The CD constraint is introduced to extract intensive contrast of red-green and blue-yellow double opponency. The SD constraint is developed to detect the salient object and its background. A two-layer structure is adopted to merge the SC, CD and SD saliency into a saliency map. In order to obtain a consistent saliency map, the region-based saliency detection is performed by incorporating a multi-scale segmentation technique. The proposed method is evaluated on two image datasets. Experimental results show that the proposed method outperforms the state-of-the-art methods on salient region detection as well as human fixation prediction.