International Journal of Computer Vision
Perceptual measures for effective visualizations
VIS '97 Proceedings of the 8th conference on Visualization '97
A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
A framework for unifying presentation space
Proceedings of the 14th annual ACM symposium on User interface software and technology
Edge Detection with Embedded Confidence
IEEE Transactions on Pattern Analysis and Machine Intelligence
A user attention model for video summarization
Proceedings of the tenth ACM international conference on Multimedia
Tracking People with Twists and Exponential Maps
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Fragment-based image completion
ACM SIGGRAPH 2003 Papers
ACM SIGGRAPH 2003 Papers
Epitomic analysis of appearance and shape
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
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
On the ontological status of visual mental images
TINLAP '78 Proceedings of the 1978 workshop on Theoretical issues in natural language processing
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
Zurfer: mobile multimedia access in spatial, social and topical context
Proceedings of the 15th international conference on Multimedia
Retargeting Images and Video for Preserving Information Saliency
IEEE Computer Graphics and Applications
Photos on the go: a mobile application case study
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Improved seam carving for video retargeting
ACM SIGGRAPH 2008 papers
Seam carving for media retargeting
Communications of the ACM - Rural engineering development
Multi-operator media retargeting
ACM SIGGRAPH 2009 papers
PatchMatch: a randomized correspondence algorithm for structural image editing
ACM SIGGRAPH 2009 papers
Image and Video Retargetting by Darting
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Fundamental services for context-sensitive mobile applications
Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services
A system for retargeting of streaming video
ACM SIGGRAPH Asia 2009 papers
Motion-aware temporal coherence for video resizing
ACM SIGGRAPH Asia 2009 papers
Consumer video retargeting: context assisted spatial-temporal grid optimization
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Image retargeting using multi-map constrained region warping
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Image retargeting using mesh parametrization
IEEE Transactions on Multimedia
Context saliency based image summarization
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Image retargeting based on global energy optimization
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Proceedings of the 19th international conference on World wide web
Salient region detection and segmentation
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Proceedings of the international conference on Multimedia
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
Facilitating photographic documentation of accessibility in street scenes
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Learning crop regions for content-aware generation of thumbnail images
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
A novel physics-based interaction model for free document layout
Proceedings of the 11th ACM symposium on Document engineering
Content aware video manipulation
Computer Vision and Image Understanding
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
Image resizing via non-homogeneous warping
Multimedia Tools and Applications
3D thumbnails for mobile media browser interface with autostereoscopic displays
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Efficient scale-space spatiotemporal saliency tracking for distortion-free video retargeting
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Semantic Mastering: content adaptation in the creative drama production workflow
Multimedia Tools and Applications
Realtime aesthetic image retargeting
Computational Aesthetics'10 Proceedings of the Sixth international conference on Computational Aesthetics in Graphics, Visualization and Imaging
Algorithm and VLSI architecture for real-time 1080p60 video retargeting
EGGH-HPG'12 Proceedings of the Fourth ACM SIGGRAPH / Eurographics conference on High-Performance Graphics
Semi-automated magazine layout using content-based image features
Proceedings of the 20th ACM international conference on Multimedia
State of the Art Report on Video-Based Graphics and Video Visualization
Computer Graphics Forum
A genetic algorithm for audio retargeting
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
Seam segment carving: retargeting images to irregularly-shaped image domains
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Technical Section: Aesthetic photo composition by optimal crop-and-warp
Computers and Graphics
Image retargeting using controlled shrinkage
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Shift-Map based stereo image retargeting with disparity adjustment
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Oscillation analysis for salient object detection
Multimedia Tools and Applications
Neurocomputing
Neurocomputing
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We present a non-photorealistic algorithm for retargeting large images to small size displays, particularly on mobile devices. This method adapts large images so that important objects in the image are still recognizable when displayed at a lower target resolution. Existing image manipulation techniques such as cropping works well for images containing a single important object, and down-sampling works well for images containing low frequency information. However, when these techniques are automatically applied to images with multiple objects, the image quality degrades and important information may be lost. Our algorithm addresses the case of multiple important objects in an image. The retargeting algorithm segments an image into regions, identifies important regions, removes them, fills the resulting gaps, resizes the remaining image, and re-inserts the important regions. Our approach lies in constructing a topologically constrained epitome of an image based on a visual attention model that is both comprehensible and size varying, making the method suitable for display-critical applications.