Intelligent scissors for image composition
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Fast Approximate Energy Minimization via Graph Cuts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Video matting of complex scenes
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
ACM SIGGRAPH 2004 Papers
"GrabCut": interactive foreground extraction using iterated graph cuts
ACM SIGGRAPH 2004 Papers
ACM SIGGRAPH 2004 Papers
Keyframe-based tracking for rotoscoping and animation
ACM SIGGRAPH 2004 Papers
Predictive perceptual compression for real time video communication
Proceedings of the 12th annual ACM international conference on Multimedia
ACM SIGGRAPH 2005 Papers
ACM SIGGRAPH 2005 Papers
The Visual Computer: International Journal of Computer Graphics
Interactive segmentation of image volumes with Live Surface
Computers and Graphics
Monocular Video Foreground/Background Segmentation by Tracking Spatial-Color Gaussian Mixture Models
WMVC '07 Proceedings of the IEEE Workshop on Motion and Video Computing
Soft scissors: an interactive tool for realtime high quality matting
ACM SIGGRAPH 2007 papers
A Closed-Form Solution to Natural Image Matting
IEEE Transactions on Pattern Analysis and Machine Intelligence
A perception-based color space for illumination-invariant image processing
ACM SIGGRAPH 2008 papers
Image and video matting: a survey
Foundations and Trends® in Computer Graphics and Vision
Adobe Photoshop CS4 Classroom in a Book
Adobe Photoshop CS4 Classroom in a Book
Interactive Image Segmentation via Adaptive Weighted Distances
IEEE Transactions on Image Processing
EGSR'08 Proceedings of the Nineteenth Eurographics conference on Rendering
Temporally coherent video matting
Graphical Models
RepFinder: finding approximately repeated scene elements for image editing
ACM SIGGRAPH 2010 papers
Unstructured video-based rendering: interactive exploration of casually captured videos
ACM SIGGRAPH 2010 papers
Painterly animation using video semantics and feature correspondence
NPAR '10 Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering
Video stylization for digital ambient displays of home movies
NPAR '10 Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering
Spatio-temporal segmentation of the heart in 4D MRI images using graph cuts with motion cues
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
ACM SIGGRAPH Asia 2010 papers
Multi-layer stereo video matting: video matting
Proceedings of the international conference on Multimedia
Space-time visual effects as a post-production process
Proceedings of the 1st international workshop on 3D video processing
Efficient foreground layer extraction in video
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Closed-loop adaptation for robust tracking
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Multiple hypothesis video segmentation from superpixel flows
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Dynamic color flow: a motion-adaptive color model for object segmentation in video
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Extended papers from NPAR 2010: Stylized ambient displays of digital media collections
Computers and Graphics
Non-rigid dense correspondence with applications for image enhancement
ACM SIGGRAPH 2011 papers
Joint Multi-Layer Segmentation and Reconstruction for Free-Viewpoint Video Applications
International Journal of Computer Vision
3D video and free viewpoint video-From capture to display
Pattern Recognition
Detachable object detection with efficient model selection
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Foreground prediction for bilayer segmentation of videos
Pattern Recognition Letters
Interactive video layer decomposition and matting
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume part II
Towards temporally-coherent video matting
MIRAGE'11 Proceedings of the 5th international conference on Computer vision/computer graphics collaboration techniques
Computer Vision and Image Understanding
Key object-based static video summarization
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Video composition using geodesic distance
SIGGRAPH Asia 2011 Posters
Interactive weathering of depth-inferred videos
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Hierarchical frame structure based interactive video object cutout
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
IFTrace: Video segmentation of deformable objects using the Image Foresting Transform
Computer Vision and Image Understanding
3D reconstruction and video-based rendering of casually captured videos
Proceedings of the 2010 international conference on Video Processing and Computational Video
Selectively de-animating video
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Depth-Varying human video sprite synthesis
Transactions on Edutainment VII
How Not to Be Seen — Object Removal from Videos of Crowded Scenes
Computer Graphics Forum
Creating a clickable TV program by sketching and tracking freeform triggers
Multimedia Tools and Applications
Lazy selection: a scribble-based tool for smart shape elements selection
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Discontinuity-aware video object cutout
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Cliplets: juxtaposing still and dynamic imagery
Proceedings of the 25th annual ACM symposium on User interface software and technology
Motion Coherent Tracking Using Multi-label MRF Optimization
International Journal of Computer Vision
State of the Art Report on Video-Based Graphics and Video Visualization
Computer Graphics Forum
Background inpainting for videos with dynamic objects and a free-moving camera
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Active frame selection for label propagation in videos
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Multiple view object cosegmentation using appearance and stereo cues
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Example-based video color grading
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Video inlays: a system for user-friendly matchmove
Proceedings of the 19th ACM Symposium on Virtual Reality Software and Technology
DDMixer2.5D: drag and drop to mix 2.5D video objects
Proceedings of the adjunct publication of the 26th annual ACM symposium on User interface software and technology
Data-driven interactive 3D medical image segmentation based on structured patch model
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Integrating tracking with fine object segmentation
Image and Vision Computing
Improved image segmentation using motion
Proceedings of the 10th European Conference on Visual Media Production
User assisted disparity remapping for stereo images
Image Communication
TouchCut: Fast image and video segmentation using single-touch interaction
Computer Vision and Image Understanding
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Although tremendous success has been achieved for interactive object cutout in still images, accurately extracting dynamic objects in video remains a very challenging problem. Previous video cutout systems present two major limitations: (1) reliance on global statistics, thus lacking the ability to deal with complex and diverse scenes; and (2) treating segmentation as a global optimization, thus lacking a practical workflow that can guarantee the convergence of the systems to the desired results. We present Video SnapCut, a robust video object cutout system that significantly advances the state-of-the-art. In our system segmentation is achieved by the collaboration of a set of local classifiers, each adaptively integrating multiple local image features. We show how this segmentation paradigm naturally supports local user editing and propagates them across time. The object cutout system is completed with a novel coherent video matting technique. A comprehensive evaluation and comparison is presented, demonstrating the effectiveness of the proposed system at achieving high quality results, as well as the robustness of the system against various types of inputs.