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Statistical and Geometrical Approaches to Visual Motion Analysis - International Dagstuhl Seminar, Dagstuhl Castle, July 13-18, 2008, Revised Papers (Paperback, 2009 ed.)
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Statistical and Geometrical Approaches to Visual Motion Analysis - International Dagstuhl Seminar, Dagstuhl Castle, July 13-18, 2008, Revised Papers (Paperback, 2009 ed.)
Series: Image Processing, Computer Vision, Pattern Recognition, and Graphics, 5604
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Motion analysis is central to both human and machine vision. It
involves the interpretation of image data over time and is crucial
for a range of motion tasks
suchasobstacledetection,depthestimation,videoanalysis,sceneinterpretation,
videocompressionandotherapplications. Motionanalysisis
unsolvedbecauseit requires modeling of the complicated
relationships between the observed image data and the motion of
objects and motion patterns (e. g. , falling rain) in the visual
scene. The Dagstuhl Seminar 08291 on Statistical and Geometrical
Approaches to Visual Motion Analysis was held during July 13-18,
2008 at the International Conference and Research Center (IBFI),
Schloss Dagstuhl, near Wadern in G- many. The workshop focused on
critical aspects of motion analysis, including motion segmentation,
the modeling of motion patterns and the di?erent te- niques used.
These techniques include variationalapproaches,level set methods,
probabilistic models, graph cut approaches, factorization
techniques, and neural networks. All these techniques can be
subsumed within statistical and geomet- cal frameworks. We further
involved experts in the study of human and primate vision.
Primatevisualsystemsareextremely sophisticatedat processingmotion,
thus there is much to be learnt from studying them. In particular,
we discussed how to relate the computational models of primate
visual systems to those - veloped for machine vision. In total, 15
papers were accepted for these proceedings after the workshop. We
werecarefulto ensurea high standardof qualityfor the accepted
papers. All submissions were double-blind reviewed by at least two
experts.
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