A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
Image quilting for texture synthesis and transfer
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Stylization and abstraction of photographs
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Mosaics of Scenes with Moving Objects
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 4 - Volume 4
Graphcut textures: image and video synthesis using graph cuts
ACM SIGGRAPH 2003 Papers
Fragment-based image completion
ACM SIGGRAPH 2003 Papers
ACM SIGGRAPH 2003 Papers
Adaptive grid-based document layout
ACM SIGGRAPH 2003 Papers
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
Interactive digital photomontage
ACM SIGGRAPH 2004 Papers
Histograms of Oriented Gradients for Human Detection
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Image completion with structure propagation
ACM SIGGRAPH 2005 Papers
Automatic image retargeting with fisheye-view warping
Proceedings of the 18th annual ACM symposium on User interface software and technology
Gaze-based interaction for semi-automatic photo cropping
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
ACM SIGGRAPH 2006 Papers
ACM SIGGRAPH 2006 Papers
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
Seamless image stitching by minimizing false edges
IEEE Transactions on Image Processing
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Improved seam carving for video retargeting
ACM SIGGRAPH 2008 papers
Face swapping: automatically replacing faces in photographs
ACM SIGGRAPH 2008 papers
ACM SIGGRAPH 2008 papers
Non-homogeneous resizing of complex models
ACM SIGGRAPH Asia 2008 papers
Optimized scale-and-stretch for image resizing
ACM SIGGRAPH Asia 2008 papers
ACM SIGGRAPH Asia 2008 papers
Interactive example-based urban layout synthesis
ACM SIGGRAPH Asia 2008 papers
Seam carving for media retargeting
Communications of the ACM - Rural engineering development
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
Multi-operator media retargeting
ACM SIGGRAPH 2009 papers
PatchMatch: a randomized correspondence algorithm for structural image editing
ACM SIGGRAPH 2009 papers
Content-preserving warps for 3D video stabilization
ACM SIGGRAPH 2009 papers
Seam carving for enhancing image usability on mobiles
BCS-HCI '08 Proceedings of the 22nd British HCI Group Annual Conference on People and Computers: Culture, Creativity, Interaction - Volume 2
Technical Section: Content-aware model resizing based on surface deformation
Computers and Graphics
Eye-gaze based real-time surveillance video synopsis
Pattern Recognition Letters
Image and Video Retargetting by Darting
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Detection of seam carving and localization of seam insertions in digital images
Proceedings of the 11th ACM workshop on Multimedia and security
Proportional constraint for seam carving
SIGGRAPH '09: Posters
Content-Aware Video Editing in the Temporal Domain
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Optimized image resizing using seam carving and scaling
ACM SIGGRAPH Asia 2009 papers
A system for retargeting of streaming video
ACM SIGGRAPH Asia 2009 papers
Motion-aware temporal coherence for video resizing
ACM SIGGRAPH Asia 2009 papers
Anisotropic resizing of model with geometric textures
2009 SIAM/ACM Joint Conference on Geometric and Physical Modeling
Structured layout for resizable background art
IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics
Consumer video retargeting: context assisted spatial-temporal grid optimization
MM '09 Proceedings of the 17th ACM international conference on Multimedia
FSCAV: fast seam carving for size adaptation of videos
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 mesh parametrization
IEEE Transactions on Multimedia
Automated flexion crease identification using internal image seams
Pattern Recognition
ACM SIGGRAPH ASIA 2009 Courses
Seam based dynamic programming for stereo matching
ACM SIGGRAPH ASIA 2009 Posters
A Shape and Energy Based Approach to Vertical People Separation in Video Surveillance
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
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
Learning based thumbnail cropping
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
Video condensation by ribbon carving
IEEE Transactions on Image Processing
Energy-based image deformation
SGP '09 Proceedings of the Symposium on Geometry Processing
Image thumbnails that represent blur and noise
IEEE Transactions on Image Processing
The complexity of perception of image distortion: an initial study
CHI '10 Extended Abstracts on Human Factors in Computing Systems
Detecting visually similar Web pages: Application to phishing detection
ACM Transactions on Internet Technology (TOIT)
Proceedings of the 19th international conference on World wide web
By-example synthesis of architectural textures
ACM SIGGRAPH 2010 papers
Motion-based video retargeting with optimized crop-and-warp
ACM SIGGRAPH 2010 papers
Salient region detection and segmentation
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Eliminating structure misalignments using robust matching and image editing based on seam carving
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Wavelet based seam carving for content-aware image resizing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
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
An object-based non-blind watermarking that is robust to non-linear geometrical distortion attacks
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
A framework for photo-quality assessment and enhancement based on visual aesthetics
Proceedings of the international conference on Multimedia
Proceedings of the international conference on Multimedia
Fast image rearrangement via multi-scale patch copying
Proceedings of the international conference on Multimedia
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
Real time tunnel based video summarization using direct shift collision detection
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
Segmenting salient objects from images and videos
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Fast superpixels for video analysis
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
ACM International Conference on Interactive Tabletops and Surfaces
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
Digital image forensics: a booklet for beginners
Multimedia Tools and Applications
Algorithms for video retargeting
Multimedia Tools and Applications
Making slide shows with zoomquilts
Journal of Computer Science and Technology
A social approach to image re-targeting based on an interactive game
USAB'10 Proceedings of the 6th international conference on HCI in work and learning, life and leisure: workgroup human-computer interaction and usability engineering
Grid-based retargeting with transformation consistency smoothing
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Content-aware video resizing based on salient visual cubes
Journal of Visual Communication and Image Representation
Scalable and coherent video resizing with per-frame optimization
ACM SIGGRAPH 2011 papers
Unsupervised feature selection for salient object detection
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
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
Learning crop regions for content-aware generation of thumbnail images
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
The PatchMatch randomized matching algorithm for image manipulation
Communications of the ACM
StereoBrush: interactive 2D to 3D conversion using discontinuous warps
Proceedings of the Eighth Eurographics Symposium on Sketch-Based Interfaces and Modeling
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
Smart views in smart environments
SG'11 Proceedings of the 11th international conference on Smart graphics
Automatic Detection of Object of Interest and Tracking in Active Video
Journal of Signal Processing Systems
Seam carving estimation using forensic hash
Proceedings of the thirteenth ACM multimedia workshop on Multimedia and security
User-assisted alignment of Arabic historical manuscripts
Proceedings of the 2011 Workshop on Historical Document Imaging and Processing
Text line segmentation for gray scale historical document images
Proceedings of the 2011 Workshop on Historical Document Imaging and Processing
A holistic approach to aesthetic enhancement of photographs
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Unsupervised saliency detection based on 2D Gabor and Curvelets transforms
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Free boundary conditions active contours with applications for vision
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Supporting display scalability by redundant mapping
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - 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
Saliency-based image retargeting in the compressed domain
MM '11 Proceedings of the 19th ACM international conference on Multimedia
A biologically inspired computational model for image saliency detection
MM '11 Proceedings of the 19th ACM international conference on Multimedia
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Image collection summarization for search result overviewing on mobile devices
IMMPD '11 Proceedings of the 2011 international ACM workshop on Interactive multimedia on mobile and portable devices
Flexible shape control for automatic resizing of apparel products
Computer-Aided Design
Exposing photo manipulation with inconsistent reflections
ACM Transactions on Graphics (TOG)
Multidimensional image retargeting
SIGGRAPH Asia 2011 Courses
Patchwise scaling method for content-aware image resizing
Signal Processing
SeamCrop: changing the size and aspect ratio of videos
Proceedings of the 4th Workshop on Mobile Video
Image resizing via non-homogeneous warping
Multimedia Tools and Applications
Human-centric panoramic imaging stitching
AH '12 Proceedings of the 3rd Augmented Human International Conference
Clump splitting via bottleneck detection and shape classification
Pattern Recognition
Global salient information maximization for saliency detection
Image Communication
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
Content-Aware image resizing based on aesthetic
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
Semantic Mastering: content adaptation in the creative drama production workflow
Multimedia Tools and Applications
Computer Graphics Forum
Computer Graphics Forum
Interactive Self-Organizing Windows
Computer Graphics Forum
Video saliency detection with robust temporal alignment and local-global spatial contrast
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Calligraphic cutting: extreme image resizing with cuts in continuous domain
ACM SIGGRAPH 2012 Posters
Calligraphic cutting: extreme image resizing with cuts in continuous domain
ACM SIGGRAPH 2012 Talks
Shift recompression-based feature mining for detecting content-aware scaled forgery in JPEG images
Proceedings of the Twelfth International Workshop on Multimedia Data Mining
Structure extraction from texture via relative total variation
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
Digits: freehand 3D interactions anywhere using a wrist-worn gloveless sensor
Proceedings of the 25th annual ACM symposium on User interface software and technology
JellyLens: content-aware adaptive lenses
Proceedings of the 25th annual ACM symposium on User interface software and technology
BallCam!: dynamic view synthesis from spinning cameras
Adjunct proceedings of the 25th annual ACM symposium on User interface software and technology
Realtime aesthetic image retargeting
Computational Aesthetics'10 Proceedings of the Sixth international conference on Computational Aesthetics in Graphics, Visualization and Imaging
Image retargeting assessment based on salient region similarity
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Fast seam carving with strip constraints
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Volume painter: geometry-guided volume modeling by sketching on the cross-section
SBM'08 Proceedings of the Fifth Eurographics conference on Sketch-Based Interfaces and Modeling
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
Content-Aware Automatic Photo Enhancement
Computer Graphics Forum
Seam carving with forward gradient difference maps
Proceedings of the 20th ACM international conference on Multimedia
Multi-spectral saliency detection
Pattern Recognition Letters
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
SIGGRAPH Asia 2012 Posters
Interactive image completion with perspective constraint
Proceedings of the 11th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry
Semantic-preservingword clouds by seam carving
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
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
Image retargeting using controlled shrinkage
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Similar region contrast based salient object detection
CVM'12 Proceedings of the First international conference on Computational Visual Media
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
How to measure the relevance of a retargeting approach?
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Real-Time viewfinder composition assessment and recommendation to mobile photographing
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
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
Static saliency vs. dynamic saliency: a comparative study
Proceedings of the 21st ACM international conference on Multimedia
A patch analysis approach for seam-carved image detection
ACM SIGGRAPH 2013 Posters
Video retargeting combining warping and summarizing optimization
The Visual Computer: International Journal of Computer Graphics
Content-adaptive image downscaling
ACM Transactions on Graphics (TOG)
Structure-preserving image smoothing via region covariances
ACM Transactions on Graphics (TOG)
Scale and Object Aware Image Thumbnailing
International Journal of Computer Vision
River trail: a path to parallelism in JavaScript
Proceedings of the 2013 ACM SIGPLAN international conference on Object oriented programming systems languages & applications
Journal of Biomedical Imaging - Special issue on Advanced Signal Processing Methods for Biomedical Imaging
Computer-Aided Design
Text line extraction for historical document images
Pattern Recognition Letters
GPU video retargeting with parallelized SeamCrop
Proceedings of the 5th ACM Multimedia Systems Conference
Stereo/multiview picture quality: Overview and recent advances
Image Communication
A patch analysis method to detect seam carved images
Pattern Recognition Letters
Neurocomputing
Neurocomputing
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Effective resizing of images should not only use geometric constraints, but consider the image content as well. We present a simple image operator called seam carving that supports content-aware image resizing for both reduction and expansion. A seam is an optimal 8-connected path of pixels on a single image from top to bottom, or left to right, where optimality is defined by an image energy function. By repeatedly carving out or inserting seams in one direction we can change the aspect ratio of an image. By applying these operators in both directions we can retarget the image to a new size. The selection and order of seams protect the content of the image, as defined by the energy function. Seam carving can also be used for image content enhancement and object removal. We support various visual saliency measures for defining the energy of an image, and can also include user input to guide the process. By storing the order of seams in an image we create multi-size images, that are able to continuously change in real time to fit a given size.