000 | 04267nam a22006375i 4500 | ||
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007 | cr nn 008mamaa | ||
008 | 130819s2013 gw | s |||| 0|eng d | ||
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_a10.1007/978-3-642-40020-9 _2doi |
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_aGeometric Science of Information _h[electronic resource] : _bFirst International Conference, GSI 2013, Paris, France, August 28-30, 2013, Proceedings / _cedited by Frank Nielsen, Frédéric Barbaresco. |
250 | _a1st ed. 2013. | ||
264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2013. |
|
300 |
_aXX, 879 p. 157 illus. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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490 | 1 |
_aImage Processing, Computer Vision, Pattern Recognition, and Graphics, _x3004-9954 ; _v8085 |
|
505 | 0 | _aGeometric statistics on manifolds and Lie groups -- Deformations in shape spaces -- Differential Geometry in Signal Processing -- Relational Metric -- Discrete Metric Spaces -- Computational Information Geometry -- Computational Aspects of Information Geometry in Statistics -- Optimization on Matrix Manifolds -- Optimal Transport Theory -- Probability on Manifolds -- Divergence Geometry and Ancillarity -- Entropic Geometry -- Tensor-Valued Mathematical Morphology -- Machine/Manifold/Topology Learning -- Hessian Information Geometry -- Geometry of Audio Processing -- Geometry of Inverse Problems -- Algebraic/Infinite dimensional/Banach Information Manifolds -- Information Geometry Manifolds -- Algorithms on Manifolds. | |
520 | _aThis book constitutes the refereed proceedings of the First International Conference on Geometric Science of Information, GSI 2013, held in Paris, France, in August 2013. The nearly 100 papers presented were carefully reviewed and selected from numerous submissions and are organized into the following thematic sessions: Geometric Statistics on Manifolds and Lie Groups, Deformations in Shape Spaces, Differential Geometry in Signal Processing, Relational Metric, Discrete Metric Spaces, Computational Information Geometry, Hessian Information Geometry I and II, Computational Aspects of Information Geometry in Statistics, Optimization on Matrix Manifolds, Optimal Transport Theory, Probability on Manifolds, Divergence Geometry and Ancillarity, Entropic Geometry, Tensor-Valued Mathematical Morphology, Machine/Manifold/Topology Learning, Geometry of Audio Processing, Geometry of Inverse Problems, Algebraic/Infinite dimensionnal/Banach Information Manifolds, Information Geometry Manifolds,and Algorithms on Manifolds. | ||
650 | 0 |
_aComputer vision. _9152549 |
|
650 | 0 |
_aArtificial intelligence. _93407 |
|
650 | 0 |
_aComputer graphics. _94088 |
|
650 | 0 |
_aPattern recognition systems. _93953 |
|
650 | 0 |
_aComputer science _xMathematics. _93866 |
|
650 | 0 |
_aDiscrete mathematics. _912873 |
|
650 | 0 |
_aAlgorithms. _93390 |
|
650 | 1 | 4 |
_aComputer Vision. _9152550 |
650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aComputer Graphics. _94088 |
650 | 2 | 4 |
_aAutomated Pattern Recognition. _931568 |
650 | 2 | 4 |
_aDiscrete Mathematics in Computer Science. _931837 |
650 | 2 | 4 |
_aAlgorithms. _93390 |
700 | 1 |
_aNielsen, Frank. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9152551 |
|
700 | 1 |
_aBarbaresco, Frédéric. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9152552 |
|
710 | 2 |
_aSpringerLink (Online service) _9152553 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783642400193 |
776 | 0 | 8 |
_iPrinted edition: _z9783642400216 |
830 | 0 |
_aImage Processing, Computer Vision, Pattern Recognition, and Graphics, _x3004-9954 ; _v8085 _9152554 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-642-40020-9 |
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