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Automatic browsing of large pictures on mobile devices
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
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Robust Real-Time Face Detection
International Journal of Computer Vision
Gaze-based interaction for semi-automatic photo cropping
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Seam carving for content-aware image resizing
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Detail preserving shape deformation in image editing
ACM SIGGRAPH 2007 papers
Improved seam carving for video retargeting
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EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
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
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Optimized image resizing using seam carving and scaling
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Motion-aware temporal coherence for video resizing
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Consumer video retargeting: context assisted spatial-temporal grid optimization
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Seam carving extension: a compression perspective
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
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
Context saliency based image summarization
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Fast JND-based video carving with GPU acceleration for real-time video retargeting
IEEE Transactions on Circuits and Systems for Video Technology
Energy-based image deformation
SGP '09 Proceedings of the Symposium on Geometry Processing
The complexity of perception of image distortion: an initial study
CHI '10 Extended Abstracts on Human Factors in Computing Systems
By-example synthesis of architectural textures
ACM SIGGRAPH 2010 papers
Motion-based video retargeting with optimized crop-and-warp
ACM SIGGRAPH 2010 papers
Image warps for artistic perspective manipulation
ACM SIGGRAPH 2010 papers
Image retargeting using importance diffusion
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Saliency detection for content-aware image resizing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ACM Transactions on Applied Perception (TAP)
Proceedings of the 7th Symposium on Applied Perception in Graphics and Visualization
Interactive content-aware zooming
Proceedings of Graphics Interface 2010
Resizing by symmetry-summarization
ACM SIGGRAPH Asia 2010 papers
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ACM SIGGRAPH Asia 2010 papers
Browser independent content-based image resizing for liquid web layouts
Proceedings of the 2010 ACM workshop on Social, adaptive and personalized multimedia interaction and access
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
Color spectrum normalization: saliency detection based on energy re-allocation
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Scene carving: scene consistent image retargeting
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
A content-aware image resizing method with prominent object size adjusted
Proceedings of the 17th ACM Symposium on Virtual Reality Software and Technology
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
Grid-based retargeting with transformation consistency smoothing
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Scalable and coherent video resizing with per-frame optimization
ACM SIGGRAPH 2011 papers
Salient region detection by jointly modeling distinctness and redundancy of image content
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Image retargeting through constrained growth of important rectangular partitions
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
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
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
A video depth refinement with circuit model constraint
SIGGRAPH Asia 2011 Posters
Multidimensional image retargeting
SIGGRAPH Asia 2011 Courses
Using eye-tracking to assess different image retargeting methods
Proceedings of the ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization
Patchwise scaling method for content-aware image resizing
Signal Processing
Image resizing via non-homogeneous warping
Multimedia Tools and Applications
Bio-inspired visual saliency detection and its application on image retargeting
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Interactive images: cuboid proxies for smart image manipulation
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Content-Aware image resizing based on aesthetic
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
Robust Image Retargeting via Axis-Aligned Deformation
Computer Graphics Forum
Computer Graphics Forum
Interactive Self-Organizing Windows
Computer Graphics Forum
Perspective-aware warping for seamless stereoscopic image cloning
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Enabling warping on stereoscopic images
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
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
Locally adapted projections to reduce panorama distortions
EGSR'09 Proceedings of the Twentieth Eurographics conference on Rendering
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
Seam carving with forward gradient difference maps
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
Dynamic distortion maps for image retargeting
Journal of Visual Communication and Image Representation
Digital restoration of damaged mural images
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
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
Depth Mapping for Stereoscopic Videos
International Journal of Computer Vision
Local optimization of distortions in wide-angle images using moving least-squares
Proceedings of the 27th Spring Conference on Computer Graphics
Rectangling panoramic images via warping
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Fusing warping, cropping, and scaling for optimal image thumbnail generation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Shift-Map based stereo image retargeting with disparity adjustment
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Virtual photograph based saliency analysis of high dynamic range images
Proceedings of the Symposium on Computational Aesthetics
A hybrid method for video stabilization and retargeting
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Scale and Object Aware Image Thumbnailing
International Journal of Computer Vision
EventLens: an automatic magazine generating system for social media
HCI International'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction design - Volume Part I
Spatiotemporal saliency detection and salient region determination for H.264 videos
Journal of Visual Communication and Image Representation
A patch analysis method to detect seam carved images
Pattern Recognition Letters
CAD/Graphics 2013: Efficient view manipulation for cuboid-structured images
Computers and Graphics
Neurocomputing
Neurocomputing
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We present a "scale-and-stretch" warping method that allows resizing images into arbitrary aspect ratios while preserving visually prominent features. The method operates by iteratively computing optimal local scaling factors for each local region and updating a warped image that matches these scaling factors as closely as possible. The amount of deformation of the image content is guided by a significance map that characterizes the visual attractiveness of each pixel; this significance map is computed automatically using a novel combination of gradient and salience-based measures. Our technique allows diverting the distortion due to resizing to image regions with homogeneous content, such that the impact on perceptually important features is minimized. Unlike previous approaches, our method distributes the distortion in all spatial directions, even when the resizing operation is only applied horizontally or vertically, thus fully utilizing the available homogeneous regions to absorb the distortion. We develop an efficient formulation for the nonlinear optimization involved in the warping function computation, allowing interactive image resizing.