Seeded region growing: an extensive and comparative study
Pattern Recognition Letters
Clustering in video data: Dealing with heterogeneous semantics of features
Pattern Recognition
Correspondence as energy-based segmentation
Image and Vision Computing
Bayesian object extraction from uncalibrated image pairs
Image Communication
Multi-scale 3D scene flow from binocular stereo sequences
Computer Vision and Image Understanding
Computer Vision and Image Understanding
Segmentation and Tracking for Vision Based Human Robot Interaction
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Detection and segmentation of moving objects in complex scenes
Computer Vision and Image Understanding
Optical-flow based on an edge-avoidance procedure
Computer Vision and Image Understanding
Computer Vision and Image Understanding
Parametric model-based motion segmentation using surface selection criterion
Computer Vision and Image Understanding
Geodesic active regions and level set methods for motion estimation and tracking
Computer Vision and Image Understanding
Tracking based motion segmentation under relaxed statistical assumptions
Computer Vision and Image Understanding
Computer Vision and Image Understanding
Tracking non-rigid objects using probabilistic Hausdorff distance matching
Pattern Recognition
Multiview segmentation and tracking of dynamic occluding layers
Image and Vision Computing
Region of interest generation in dynamic environments using local entropy fields
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Optimal Image and Video Closure by Superpixel Grouping
International Journal of Computer Vision
Occlusion cues for image scene layering
Computer Vision and Image Understanding
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Shaping art with art: morphological analysis for investigating artistic reproductions
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Tree structural watershed for stereo matching
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Video summarization: techniques and classification
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
International Journal of Computer Vision
Multi-layer deformation estimation for fluoroscopic imaging
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Multi-object reconstruction from dynamic scenes: An object-centered approach
Computer Vision and Image Understanding
International Journal of Computer Vision
Event-driven video adaptation: A powerful tool for industrial video supervision
Multimedia Tools and Applications
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We describe a system for representing moving images with sets of overlapping layers. Each layer contains an intensity map that defines the additive values of each pixel, along with an alpha map that serves as a mask indicating the transparency. The layers are ordered in depth and they occlude each other in accord with the rules of compositing. Velocity maps define how the layers are to be warped over time. The layered representation is more flexible than standard image transforms and can capture many important properties of natural image sequences. We describe some methods for decomposing image sequences into layers using motion analysis, and we discuss how the representation may be used for image coding and other applications