Image-Based Modeling by Joint Segmentation
International Journal of Computer Vision
Saliency model-based face segmentation and tracking in head-and-shoulder video sequences
Journal of Visual Communication and Image Representation
Proceedings of the 2008 ACM symposium on Virtual reality software and technology
Track and cut: simultaneous tracking and segmentation of multiple objects with graph cuts
Journal on Image and Video Processing - Video Tracking in Complex Scenes for Surveillance Applications
Bi-layer video segmentation with foreground and background infrared illumination
MM '08 Proceedings of the 16th ACM international conference on Multimedia
People tracking and segmentation using spatiotemporal shape constraints
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
GeoS: Geodesic Image Segmentation
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Live Video Segmentation in Dynamic Backgrounds Using Thermal Vision
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting
International Journal of Computer Vision
Object segmentation in video via graph cut built on superpixels
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Learning complex background by multi-scale discriminative model
Pattern Recognition Letters
Foreground Segmentation via Segments Tracking
ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
Localised Mixture Models in Region-Based Tracking
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Video Background Segmentation Using Adaptive Background Models
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Bilayer representation for three dimensional visual communication
Journal of Visual Communication and Image Representation
IEEE Transactions on Circuits and Systems for Video Technology
Interactive segmentation for manipulation in unstructured environments
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Expansion segmentation for visual collision detection and estimation
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Multimedia Tools and Applications
WarpCut: fast obstacle segmentation in monocular video
Proceedings of the 29th DAGM conference on Pattern recognition
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
Graph-based foreground extraction in extended color space
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Hierarchical region-based representation for segmentation and filtering with depth in single images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Visual tracking of object silhouettes
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Segmenting and tracking multiple objects under occlusion using multi-label graph cut
Computers and Electrical Engineering
Real-time video matting using multichannel poisson equations
Proceedings of Graphics Interface 2010
Robust bilayer video segmentation by adaptive propagation of global shape and local appearance
Journal of Visual Communication and Image Representation
Geodesic image and video editing
ACM Transactions on Graphics (TOG)
Joint random field model for all-weather moving vehicle detection
IEEE Transactions on Image Processing
Multi-layer stereo video matting: video matting
Proceedings of the international conference on Multimedia
Efficient foreground layer extraction in video
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Segmenting salient objects from images and videos
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
Outdoor gallery and its photometric issues
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
Automatic moving object segmentation from video sequences using alternate flashing system
EURASIP Journal on Advances in Signal Processing - Special issue on video analysis for human behavior understanding
Joint rendering and segmentation of free-viewpoint video
Journal on Image and Video Processing - Special issue on multicamera information processing: acquisition, collaboration, interpretation, and production
Modeling complex scenes for accurate moving objects segmentation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Automatic body segmentation with graph cut and self-adaptive initialization level set (SAILS)
Journal of Visual Communication and Image Representation
International Journal of Computer Vision
Foreground prediction for bilayer segmentation of videos
Pattern Recognition Letters
Time-consistent foreground segmentation of dynamic content from color and depth video
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
An attempt to segment foreground in dynamic scenes
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
CuteChat: a lightweight tele-immersive video chat system
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Automatic Real-Time Video Matting Using Time-of-Flight Camera and Multichannel Poisson Equations
International Journal of Computer Vision
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Real-Time video matting based on bilayer segmentation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Confidence-Based color modeling for online video segmentation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Bilayer segmentation augmented with future evidence
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part II
Object segmentation in video via graph cut built on superpixels
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Multiple view object cosegmentation using appearance and stereo cues
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Foreground segmentation for interactive displays
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Efficient background subtraction under abrupt illumination variations
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Online learning for fast segmentation of moving objects
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Online web-data-driven segmentation of selected moving objects in videos
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Proceedings of the 1st symposium on Spatial user interaction
Human localization at home using kinect
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Layered moving-object segmentation for stereoscopic video using motion and depth information
Journal of Visual Communication and Image Representation
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This paper presents an algorithm capable of real-time separation of foreground from background in monocular video sequences. Automatic segmentation of layers from colour/contrast or from motion alone is known to be error-prone. Here motion, colour and contrast cues are probabilistically fused together with spatial and temporal priors to infer layers accurately and efficiently. Central to our algorithm is the fact that pixel velocities are not needed, thus removing the need for optical flow estimation, with its tendency to error and computational expense. Instead, an efficient motion vs nonmotion classifier is trained to operate directly and jointly on intensity-change and contrast. Its output is then fused with colour information. The prior on segmentation is represented by a second order, temporal, Hidden Markov Model, together with a spatial MRF favouring coherence except where contrast is high. Finally, accurate layer segmentation and explicit occlusion detection are efficiently achieved by binary graph cut. The segmentation accuracy of the proposed algorithm is quantitatively evaluated with respect to existing groundtruth data and found to be comparable to the accuracy of a state of the art stereo segmentation algorithm. Foreground/ background segmentation is demonstrated in the application of live background substitution and shown to generate convincingly good quality composite video.