Watersheds in Digital Spaces: An Efficient Algorithm Based on Immersion Simulations
IEEE Transactions on Pattern Analysis and Machine Intelligence
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Intelligent scissors for image composition
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
A design tool for camera-based interaction
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Graphcut textures: image and video synthesis using graph cuts
ACM SIGGRAPH 2003 Papers
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Pop-up light field: An interactive image-based modeling and rendering system
ACM Transactions on Graphics (TOG)
Interactive digital photomontage
ACM SIGGRAPH 2004 Papers
"GrabCut": interactive foreground extraction using iterated graph cuts
ACM SIGGRAPH 2004 Papers
Proceedings of the 2005 symposium on Interactive 3D graphics and games
ACM SIGGRAPH 2005 Papers
ACM SIGGRAPH 2005 Papers
ACM SIGGRAPH 2005 Papers
Animating pictures with stochastic motion textures
ACM SIGGRAPH 2005 Papers
ACM SIGGRAPH 2005 Papers
Depth-of-field-based alpha-matte extraction
APGV '05 Proceedings of the 2nd symposium on Applied perception in graphics and visualization
Interactive material replacement in photographs
GI '05 Proceedings of Graphics Interface 2005
Interactive vector fields for painterly rendering
GI '05 Proceedings of Graphics Interface 2005
ClickRemoval: interactive pinpoint image object removal
Proceedings of the 13th annual ACM international conference on Multimedia
Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 4th international symposium on Non-photorealistic animation and rendering
Gaze-based interaction for semi-automatic photo cropping
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Video Repairing under Variable Illumination Using Cyclic Motions
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM SIGGRAPH 2006 Papers
ACM SIGGRAPH 2006 Papers
Interactive local adjustment of tonal values
ACM SIGGRAPH 2006 Papers
ACM SIGGRAPH 2006 Papers
Natural video matting using camera arrays
ACM SIGGRAPH 2006 Papers
GI '06 Proceedings of Graphics Interface 2006
Graph Cuts and Efficient N-D Image Segmentation
International Journal of Computer Vision
RotoTexture: Automated Tools for Texturing Raw Video
IEEE Transactions on Visualization and Computer Graphics
Random Walks for Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Estimating Optimal Parameters for MRF Stereo from a Single Image Pair
IEEE Transactions on Pattern Analysis and Machine Intelligence
Constructing a 3D trunk model from two images
Graphical Models
Interactive segmentation of image volumes with Live Surface
Computers and Graphics
ACM Transactions on Graphics (TOG)
Portrait beautification: A fast and robust approach
Image and Vision Computing
GI '07 Proceedings of Graphics Interface 2007
ACM SIGGRAPH 2007 papers
Soft scissors: an interactive tool for realtime high quality matting
ACM SIGGRAPH 2007 papers
Image vectorization using optimized gradient meshes
ACM SIGGRAPH 2007 papers
Detail preserving shape deformation in image editing
ACM SIGGRAPH 2007 papers
Interactive topology-aware surface reconstruction
ACM SIGGRAPH 2007 papers
Robust path-based spectral clustering
Pattern Recognition
Image-Based Modeling by Joint Segmentation
International Journal of Computer Vision
Recovering Surface Layout from an Image
International Journal of Computer Vision
Image alignment and stitching: a tutorial
Foundations and Trends® in Computer Graphics and Vision
Video cut and paste for 3D composition
COMPUTE '08 Proceedings of the 1st Bangalore Annual Compute Conference
A new graph cut-based multiple active contour algorithm without initial contours and seed points
Machine Vision and Applications
Chromirror: a real-time interactive mirror for chromatic and color-harmonic dressing
CHI '08 Extended Abstracts on Human Factors in Computing Systems
Machine Graphics & Vision International Journal
Stylized black and white images from photographs
NPAR '08 Proceedings of the 6th international symposium on Non-photorealistic animation and rendering
Image and video matting: a survey
Foundations and Trends® in Computer Graphics and Vision
Learning a Mahalanobis distance metric for data clustering and classification
Pattern Recognition
ACM SIGGRAPH Asia 2008 papers
Richness-preserving manga screening
ACM SIGGRAPH Asia 2008 papers
ACM SIGGRAPH Asia 2008 papers
Tile-Based Interactive Texture Design
Edutainment '08 Proceedings of the 3rd international conference on Technologies for E-Learning and Digital Entertainment
Proceedings of the 21st annual ACM symposium on User interface software and technology
Semiautomatic segmentation with compact shape prior
Image and Vision Computing
Precise object cutout from images
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Discrete Contour Extraction from Reference Curvature Function
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Fast image blending using watersheds and graph cuts
Image and Vision Computing
SkyFinder: attribute-based sky image search
ACM SIGGRAPH 2009 papers
ACM SIGGRAPH 2009 papers
Video SnapCut: robust video object cutout using localized classifiers
ACM SIGGRAPH 2009 papers
Interactive part selection for mesh and point models using hierarchical graph-cut partitioning
Proceedings of Graphics Interface 2009
A sketch-based interface for photo pop-up
Proceedings of the 6th Eurographics Symposium on Sketch-Based Interfaces and Modeling
Interactive Image Segmentation Based on Hierarchical Graph-Cut Optimization with Generic Shape Prior
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
A pixel-based digital photo authentication framework via demosaicking inter-pixel correlation
Proceedings of the 11th ACM workshop on Multimedia and security
Interactive Object Segmentation System from a Video Sequence
Proceedings of the Symposium on Human Interface 2009 on Human Interface and the Management of Information. Information and Interaction. Part II: Held as part of HCI International 2009
A Survey of Passive Image Tampering Detection
IWDW '09 Proceedings of the 8th International Workshop on Digital Watermarking
Sketch2Photo: internet image montage
ACM SIGGRAPH Asia 2009 papers
A comparative evaluation of interactive segmentation algorithms
Pattern Recognition
Interactive image segmentation by maximal similarity based region merging
Pattern Recognition
Interactive background blurring
MM '09 Proceedings of the 17th ACM international conference on Multimedia
From image parsing to painterly rendering
ACM Transactions on Graphics (TOG)
ACM Transactions on Graphics (TOG)
IEEE Transactions on Circuits and Systems for Video Technology
FaceSeg: automatic face segmentation for real-time video
IEEE Transactions on Multimedia
Interactive natural image segmentation via spline regression
IEEE Transactions on Image Processing
Image segmentation based on GrabCut framework integrating multiscale nonlinear structure tensor
IEEE Transactions on Image Processing
Median Photometric Stereo as Applied to the Segonko Tumulus and Museum Objects
International Journal of Computer Vision
Fast image segmentation based on multilevel banded closed-form method
Pattern Recognition Letters
Geometric attraction-driven flow for image segmentation and boundary detection
Journal of Visual Communication and Image Representation
Prior-guided automatic object cutout in personal album
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Foreground segmentation for static video via multi-core and multi-modal graph cut
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Lesion detection and segmentation in uterine cervix images using an ARC-level MRF
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Image segmentation using scale-space random walks
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Image-based exploration obstacle avoidance for mobile robot
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
International Journal of Computer Vision
A color adjustment method for automatic seamless image blending
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: interaction platforms and techniques
International Journal of Computer Vision
Efficient graph cuts for multiclass interactive image segmentation
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Identifying foreground from multiple images
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Co-segmentation of image pairs with quadratic global constraint in MRFs
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Parametric reshaping of human bodies in images
ACM SIGGRAPH 2010 papers
Better foreground segmentation for 3D face reconstruction using graph cuts
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Scale selection for anisotropic diffusion filter by Markov random field model
Pattern Recognition
Knowledge based lacunas detection and segmentation for ancient paintings
VSMM'07 Proceedings of the 13th international conference on Virtual systems and multimedia
Stylized depiction of images based on depth perception
NPAR '10 Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering
Multi-view video based multiple objects segmentation using graph cut and spatiotemporal projections
Journal of Visual Communication and Image Representation
An approach to 2D-to-3D conversion for multiview displays
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Falling snow motion estimation based on a semi-transparent and particle trajectory model
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Precise head segmentation on arbitrary backgrounds
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Seed image selection in interactive cosegmentation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
An improved interactive color image segmentation using region-based graph cuts
Machine Graphics & Vision International Journal
Geodesic image and video editing
ACM Transactions on Graphics (TOG)
Image segmentation by MAP-ML estimations
IEEE Transactions on Image Processing
User-friendly interactive image segmentation through unified combinatorial user inputs
IEEE Transactions on Image Processing
Fast image rearrangement via multi-scale patch copying
Proceedings of the international conference on Multimedia
Fast interactive image segmentation by discriminative clustering
Proceedings of the 2010 ACM multimedia workshop on Mobile cloud media computing
GrabcutD: improved grabcut using depth information
Proceedings of the 2010 ACM workshop on Surreal media and virtual cloning
Turbopixel segmentation using Eigen-images
IEEE Transactions on Image Processing
Matting and compositing of transparent and refractive objects
ACM Transactions on Graphics (TOG)
Learning an interactive segmentation system
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Efficient user-guided ballot image verification
EVT/WOTE'10 Proceedings of the 2010 international conference on Electronic voting technology/workshop on trustworthy elections
Learning a nonlinear distance metric for supervised region-merging image segmentation
Computer Vision and Image Understanding
Extended papers from NPAR 2010: Non-photorealistic, depth-based image editing
Computers and Graphics
Algorithms for video retargeting
Multimedia Tools and Applications
Universal seed skin segmentation
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
MOMI-cosegmentation: simultaneous segmentation of multiple objects among multiple images
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Interactively Co-segmentating Topically Related Images with Intelligent Scribble Guidance
International Journal of Computer Vision
Automatic graph cut segmentation of lesions in CT using mean shift superpixels
Journal of Biomedical Imaging
MUSP'06 Proceedings of the 6th WSEAS international conference on Multimedia systems & signal processing
Automatic body segmentation with graph cut and self-adaptive initialization level set (SAILS)
Journal of Visual Communication and Image Representation
Interactive segmentation of non-star-shaped contours by dynamic programming
Pattern Recognition
Image segmentation by iterated region merging with localized graph cuts
Pattern Recognition
Semantic colorization with internet images
Proceedings of the 2011 SIGGRAPH Asia Conference
Image smoothing via L0 gradient minimization
Proceedings of the 2011 SIGGRAPH Asia Conference
Estimating image segmentation difficulty
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Time-consistent foreground segmentation of dynamic content from color and depth video
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Interactive video layer decomposition and matting
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume part II
MethMorph: simulating facial deformation due to methamphatamine usage
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Interactive image segmentation by matching attributed relational graphs
Pattern Recognition
Interactive visual object extraction based on belief propagation
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Sketch based image deformation and editing with guaranteed feature correspondence
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Automatic segmentation based on adaboost learning and graph-cuts
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Object-Based image recoloring using alpha matte and color histogram specification
VSMM'06 Proceedings of the 12th international conference on Interactive Technologies and Sociotechnical Systems
Certain object segmentation based on adaboost learning and nodes aggregation iterative graph-cuts
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Automatic foreground extraction of head shoulder images
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
Accurate banded graph cut segmentation of thin structures using laplacian pyramids
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Intelligent object extraction algorithm based on foreground/background classification
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Interactive contour extraction using NURBS-HMM
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Inducing semantic segmentation from an example
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
High-resolution video from series of still photographs
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Detecting doctored JPEG images via DCT coefficient analysis
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Interactive point-and-click segmentation for object removal in digital images
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
Graph-Cut Energy Minimization for Object Extraction in MRCP Medical Images
Journal of Medical Systems
Interactive shadow removal from a single image using hierarchical graph cut
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Quadric surface extraction by variational shape approximation
GMP'06 Proceedings of the 4th international conference on Geometric Modeling and Processing
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Accurate foreground extraction using graph cut with trimap estimation
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
An experimental facial synthesis system using graph cut and gradient domain fusion
Edutainment'06 Proceedings of the First international conference on Technologies for E-Learning and Digital Entertainment
An experimental facial synthesis system using graph cut and gradient domain fusion
Edutainment'06 Proceedings of the First international conference on Technologies for E-Learning and Digital Entertainment
Panorama weaving: fast and flexible seam processing
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Single-view hair modeling for portrait manipulation
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Journal of Signal Processing Systems
Smooth Chan-Vese segmentation via graph cuts
Pattern Recognition Letters
Robust interactive segmentation via coloring
Proceedings of the 1st International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications
Creating Picture Legends for Group Photos
Computer Graphics Forum
Variational mesh segmentation via quadric surface fitting
Computer-Aided Design
An interactive approach to semantic modeling of indoor scenes with an RGBD camera
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Lazy selection: a scribble-based tool for smart shape elements selection
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Structural optimization of 3D masonry buildings
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Histomages: fully synchronized views for image editing
Proceedings of the 25th annual ACM symposium on User interface software and technology
EGSR'08 Proceedings of the Nineteenth Eurographics conference on Rendering
EGSR'07 Proceedings of the 18th Eurographics conference on Rendering Techniques
High dynamic range image hallucination
EGSR'07 Proceedings of the 18th Eurographics conference on Rendering Techniques
User-Centric Learning and Evaluation of Interactive Segmentation Systems
International Journal of Computer Vision
Food region segmentation in meal images using touch points
Proceedings of the ACM multimedia 2012 workshop on Multimedia for cooking and eating activities
Error-tolerant interactive image segmentation using dynamic and iterated graph-cuts
Proceedings of the 2nd ACM international workshop on Interactive multimedia on mobile and portable devices
Proceedings of the 20th ACM international conference on Multimedia
A rapid flower/leaf recognition system
Proceedings of the 20th ACM international conference on Multimedia
Digital Camouflage Images Using Two-scale Decomposition
Computer Graphics Forum
A survey of graph theoretical approaches to image segmentation
Pattern Recognition
Simultaneous segmentation and filtering via reduced graph cuts
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Automatic segmentation of unknown objects, with application to baggage security
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Automatic object extraction in nature scene based on visual saliency and super pixels
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
iModel: interactive co-segmentation for object of interest 3d modeling
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Texture aware image segmentation using graph cuts and active contours
Pattern Recognition
Global optimization in discretized parameter space for predefined object segmentation
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Interactive segmentation with recommendation of most informative regions
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
SOM and fuzzy based color image segmentation
Multimedia Tools and Applications
Painting by feature: texture boundaries for example-based image creation
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
KiTeMiROOM: a fashion-coordination system for mobile devices
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Active learning for interactive segmentation with expected confidence change
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Measuring learning and fun in video games for young children: a proposed method
Proceedings of the 12th International Conference on Interaction Design and Children
Robust text and drawing segmentation algorithm for historical documents
Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing
Abstracting images into continuous-line artistic styles
The Visual Computer: International Journal of Computer Graphics
SimLocator: robust locator of similar objects in images
The Visual Computer: International Journal of Computer Graphics
Improved image segmentation using motion
Proceedings of the 10th European Conference on Visual Media Production
Interactive segmentation with direct connectivity priors
Proceedings of the 12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry
Restoring surfaces after removing objects in indoor 3D point clouds
Proceedings of the Fourth Symposium on Information and Communication Technology
User assisted disparity remapping for stereo images
Image Communication
Detecting, segmenting and tracking unknown objects using multi-label MRF inference
Computer Vision and Image Understanding
Performance divergence with data discrepancy: a review
Artificial Intelligence Review
Systematic skin segmentation: merging spatial and non-spatial data
Multimedia Tools and Applications
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In this paper, we present Lazy Snapping, an interactive image cutout tool. Lazy Snapping separates coarse and fine scale processing, making object specification and detailed adjustment easy. Moreover, Lazy Snapping provides instant visual feedback, snapping the cutout contour to the true object boundary efficiently despite the presence of ambiguous or low contrast edges. Instant feedback is made possible by a novel image segmentation algorithm which combines graph cut with pre-computed over-segmentation. A set of intuitive user interface (UI) tools is designed and implemented to provide flexible control and editing for the users. Usability studies indicate that Lazy Snapping provides a better user experience and produces better segmentation results than the state-of-the-art interactive image cutout tool, Magnetic Lasso in Adobe Photoshop.