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STOC '92 Proceedings of the twenty-fourth annual ACM symposium on Theory of computing
Video Segmentation by MAP Labeling of Watershed Segments
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast Approximate Energy Minimization via Graph Cuts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Tracking with Bayesian Estimation of Dynamic Layer Representations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Occlusions, Discontinuities, and Epipolar Lines in Stereo
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
Multi-camera Scene Reconstruction via Graph Cuts
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Smoothness in Layers: Motion segmentation using nonparametric mixture estimation.
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
A Robust Subspace Approach to Layer Extraction
MOTION '02 Proceedings of the Workshop on Motion and Video Computing
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Multi-View Subspace Constraints on Homographies
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Motion Segmentation and Tracking Using Normalized Cuts
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Two-Frame Wide Baseline Matching
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
A Background Layer Model for Object Tracking Through Occlusion
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
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ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Layered Motion Segmentation and Depth Ordering by Tracking Edges
IEEE Transactions on Pattern Analysis and Machine Intelligence
Video Mosaics for Virtual Environments
IEEE Computer Graphics and Applications
Motion layer extraction in the presence of occlusion using graph cut
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Adaptive probabilistic tracking embedded in smart cameras for distributed surveillance in a 3D model
EURASIP Journal on Embedded Systems
Minimal Aspect Distortion (MAD) Mosaicing of Long Scenes
International Journal of Computer Vision
Scanning Depth of Route Panorama Based on Stationary Blur
International Journal of Computer Vision
Vehicle and Person Tracking in Aerial Videos
Multimodal Technologies for Perception of Humans
On fusion of range and intensity information using Graph-Cut for planar patch segmentation
International Journal of Intelligent Systems Technologies and Applications
A Continuous Labeling for Multiphase Graph Cut Image Partitioning
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Dense and Deformable Motion Segmentation for Wide Baseline Images
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Multi-label Moves for MRFs with Truncated Convex Priors
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Animated Classic Mosaics from Video
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
International Journal of Computer Vision
A probabilistic shape filter for online contour tracking
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Object segmentation by long term analysis of point trajectories
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Video-object segmentation and 3D-trajectory estimation for monocular video sequences
Image and Vision Computing
Background subtraction for automated multisensor surveillance: a comprehensive review
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Engineering Applications of Artificial Intelligence
A fast solver for truncated-convex priors: quantized-convex split moves
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
A Probabilistic Contour Observer for Online Visual Tracking
SIAM Journal on Imaging Sciences
Segmentation-Based motion with occlusions using graph-cut optimization
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Bilateral filtering-based optical flow estimation with occlusion detection
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Motion Coherent Tracking Using Multi-label MRF Optimization
International Journal of Computer Vision
Landmark-based non-rigid registration via graph cuts
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Moving object segmentation using motor signals
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Weakly supervised learning of object segmentations from web-scale video
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Multi-layer deformation estimation for fluoroscopic imaging
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
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Extracting layers from video is very important for video representation, analysis, compression, and synthesis. Assuming that a scene can be approximately described by multiple planar regions, this paper describes a robust and novel approach to automatically extract a set of affine or projective transformations induced by these regions, detect the occlusion pixels over multiple consecutive frames, and segment the scene into several motion layers. First, after determining a number of seed regions using correspondences in two frames, we expand the seed regions and reject the outliers employing the graph cuts method integrated with level set representation. Next, these initial regions are merged into several initial layers according to the motion similarity. Third, an occlusion order constraint on multiple frames is explored, which enforces that the occlusion area increases with the temporal order in a short period and effectively maintains segmentation consistency over multiple consecutive frames. Then, the correct layer segmentation is obtained by using a graph cuts algorithm and the occlusions between the overlapping layers are explicitly determined. Several experimental results are demonstrated to show that our approach is effective and robust.