A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stylization and abstraction of photographs
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Introduction to MPEG-7: Multimedia Content Description Interface
Introduction to MPEG-7: Multimedia Content Description Interface
Automatic browsing of large pictures on mobile devices
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
Robust Real-Time Face Detection
International Journal of Computer Vision
On the Euclidean Distance of Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gaze-based interaction for semi-automatic photo cropping
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
2006 Special Issue: Modeling attention to salient proto-objects
Neural Networks
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
ACM SIGGRAPH 2008 papers
Optimized scale-and-stretch for image resizing
ACM SIGGRAPH Asia 2008 papers
An adaptive image Euclidean distance
Pattern Recognition
Multi-operator media retargeting
ACM SIGGRAPH 2009 papers
IEEE Transactions on Circuits and Systems for Video Technology
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Motion-based video retargeting with optimized crop-and-warp
ACM SIGGRAPH 2010 papers
Interactive content-aware zooming
Proceedings of Graphics Interface 2010
Resizing by symmetry-summarization
ACM SIGGRAPH Asia 2010 papers
A comparative study of image retargeting
ACM SIGGRAPH Asia 2010 papers
Scene carving: scene consistent image retargeting
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
A semantic aware image retargeting scheme combining seam carving and non-homogeneous warping
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Algorithms for video retargeting
Multimedia Tools and Applications
Scalable and coherent video resizing with per-frame optimization
ACM SIGGRAPH 2011 papers
Non-uniform mesh warping for content-aware image retargeting
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Multiple-cue saliency measurement and optimized image composition for image retargeting
Journal of Computational and Applied Mathematics
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
Seam carving with forward gradient difference maps
Proceedings of the 20th ACM international conference on Multimedia
Interactive image completion with perspective constraint
Proceedings of the 11th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry
Visibility maps for improving seam carving
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Fusing warping, cropping, and scaling for optimal image thumbnail generation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
A patch analysis method to detect seam carved images
Pattern Recognition Letters
Neurocomputing
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We present a novel method for content-aware image resizing based on optimization of a well-defined image distance function, which preserves both the important regions and the global visual effect (the background or other decorative objects) of an image. The method operates by joint use of seam carving and image scaling. The principle behind our method is the use of a bidirectional similarity function of image Euclidean distance (IMED), while cooperating with a dominant color descriptor (DCD) similarity and seam energy variation. The function is suitable for the quantitative evaluation of the resizing result and the determination of the best seam carving number. Different from the previous simplex-mode approaches, our method takes the advantages of both discrete and continuous methods. The technique is useful in image resizing for both reduction/retargeting and enlarging. We also show that this approach can be extended to indirect image resizing.