SIGGRAPH '93 Proceedings of the 20th annual conference on Computer graphics and interactive techniques
A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Building an intelligent camera management system
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Numerical Recipes in C: The Art of Scientific Computing
Numerical Recipes in C: The Art of Scientific Computing
Computer Graphics with OpenGL
Automatic browsing of large pictures on mobile devices
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Looking into video frames on small displays
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Contrast-based image attention analysis by using fuzzy growing
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Automatic thumbnail cropping and its effectiveness
Proceedings of the 16th annual ACM symposium on User interface software and technology
Iso-charts: stretch-driven mesh parameterization using spectral analysis
Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Automatic image retargeting with fisheye-view warping
Proceedings of the 18th annual ACM symposium on User interface software and technology
Robust subspace analysis for detecting visual attention regions in images
Proceedings of the 13th annual ACM international conference on Multimedia
Gaze-based interaction for semi-automatic photo cropping
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
MUM '05 Proceedings of the 4th international conference on Mobile and ubiquitous multimedia
Salient region detection and tracking in video
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 1
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
Retargeting Images and Video for Preserving Information Saliency
IEEE Computer Graphics and Applications
Optimized scale-and-stretch for image resizing
ACM SIGGRAPH Asia 2008 papers
Automatic foreground extraction of head shoulder images
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
Closed-form connectivity-preserving solutions for motion compensation using 2-D meshes
IEEE Transactions on Image Processing
Video Adaptation for Small Display Based on Content Recomposition
IEEE Transactions on Circuits and Systems for Video Technology
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Interactive content-aware zooming
Proceedings of Graphics Interface 2010
Proceedings of the international conference on Multimedia
Algorithms for video retargeting
Multimedia Tools and Applications
Grid-based retargeting with transformation consistency smoothing
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Multiple-cue saliency measurement and optimized image composition for image retargeting
Journal of Computational and Applied Mathematics
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
Multi-operator image retargeting with automatic integration of direct and indirect seam carving
Image and Vision Computing
Realtime aesthetic image retargeting
Computational Aesthetics'10 Proceedings of the Sixth international conference on Computational Aesthetics in Graphics, Visualization and Imaging
Technical Section: Aesthetic photo composition by optimal crop-and-warp
Computers and Graphics
Dynamic distortion maps for image retargeting
Journal of Visual Communication and Image Representation
Shift-Map based stereo image retargeting with disparity adjustment
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Scale and Object Aware Image Thumbnailing
International Journal of Computer Vision
CAD/Graphics 2013: Efficient view manipulation for cuboid-structured images
Computers and Graphics
Neurocomputing
Saliency detection in computer rendered images based on object-level contrast
Journal of Visual Communication and Image Representation
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Image retargeting aims to adapt images to displays of small sizes and different aspect ratios. Effective retargeting requires emphasizing the important content while retaining surrounding context with minimal visual distortion. In this paper, we present such an effective image retargeting method using saliency-based mesh parametrization. Our method first constructs a mesh image representation that is consistent with the underlying image structures. Such a mesh representation enables easy preservation of image structures during retargeting since it captures underlying image structures. Based on this mesh representation, we formulate the problem of retargeting an image to a desired size as a constrained image mesh parametrization problem that aims at finding a homomorphous target mesh with desired size. Specifically, to emphasize salient objects and minimize visual distortion, we associate image saliency into the image mesh and regard image structure as constraints for mesh parametrization. Through a stretch-based mesh parametrization process we obtain the homomorphous target mesh, which is then used to render the target image by texture mapping. The effectiveness of our algorithm is demonstrated by experiments.