Automatic thumbnail cropping and its effectiveness
Proceedings of the 16th annual ACM symposium on User interface software and technology
MUM '05 Proceedings of the 4th international conference on Mobile and ubiquitous multimedia
Video retargeting: automating pan and scan
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Seam carving for content-aware image resizing
ACM SIGGRAPH 2007 papers
Proceedings of the 15th international conference on Multimedia
Improved seam carving for video retargeting
ACM SIGGRAPH 2008 papers
Optimized scale-and-stretch for image resizing
ACM SIGGRAPH Asia 2008 papers
Multi-operator media retargeting
ACM SIGGRAPH 2009 papers
Optimized image resizing using seam carving and scaling
ACM SIGGRAPH Asia 2009 papers
Sensation-based photo cropping
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Image retargeting using mesh parametrization
IEEE Transactions on Multimedia
ACM SIGGRAPH ASIA 2009 Courses
A comparative study of image retargeting
ACM SIGGRAPH Asia 2010 papers
Optimal bi-directional seam carving for content-aware image resizing
Edutainment'10 Proceedings of the Entertainment for education, and 5th international conference on E-learning and games
Image super-resolution via sparse representation
IEEE Transactions on Image Processing
Content-aware video resizing based on salient visual cubes
Journal of Visual Communication and Image Representation
Affective saliency map considering psychological distance
Neurocomputing
A Distortion-Sensitive Seam Carving Algorithm for Content-Aware Image Resizing
Journal of Signal Processing Systems
Patchwise scaling method for content-aware image resizing
Signal Processing
A subjective method for image segmentation evaluation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Global contrast based salient region detection
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Self-Adaptive Image Cropping for Small Displays
IEEE Transactions on Consumer Electronics
A Ringing-Artifact Reduction Method for Block-DCT-Based Image Resizing
IEEE Transactions on Circuits and Systems for Video Technology
Geometrically consistent stereo seam carving
ICCV '11 Proceedings of the 2011 International Conference on Computer Vision
Multi-spectral saliency detection
Pattern Recognition Letters
Visual saliency detection with center shift
Neurocomputing
Fast saliency-aware multi-modality image fusion
Neurocomputing
Multi-spectral dataset and its application in saliency detection
Computer Vision and Image Understanding
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An increasing amount of display devices with fixed sizes call for an adaptive strategy for optimal display. For this purpose, content aware image resizing techniques are developed. Previous works mainly lay their attention on the shrinkage operation of the examined image. Less efforts are paid on the expansion manipulation. Though some literatures claim an extension of their shrinkage operation to expanding the image in a similar way, the obtained results are not satisfying. In this paper, a high quality image resizing method is proposed to retain the details when stretching an image. Instead of using interpolation based techniques which are taken for granted by existing methods, an expansion model is first learned from a set of training images. Then the future enlargement is based on this principle. Experiments on two publicly available datasets demonstrate the effectiveness of the presented method. A further extension on video enlargement is also presented as an example. Though the proposed method is formulated in the context of seam carving, it can be readily extended to other techniques such as cropping, segmentation and warping based resizing methods.