000 | 04279nam a22005055i 4500 | ||
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001 | 978-3-319-41471-3 | ||
003 | DE-He213 | ||
005 | 20190213151540.0 | ||
007 | cr nn 008mamaa | ||
008 | 160930s2016 gw | s |||| 0|eng d | ||
020 |
_a9783319414713 _9978-3-319-41471-3 |
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024 | 7 |
_a10.1007/978-3-319-41471-3 _2doi |
|
050 | 4 | _aQA614-614.97 | |
072 | 7 |
_aPBKS _2bicssc |
|
072 | 7 |
_aMAT034000 _2bisacsh |
|
072 | 7 |
_aPBKS _2thema |
|
082 | 0 | 4 |
_a514.74 _223 |
100 | 1 |
_aDamon, James. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
245 | 1 | 0 |
_aLocal Features in Natural Images via Singularity Theory _h[electronic resource] / _cby James Damon, Peter Giblin, Gareth Haslinger. |
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2016. |
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300 |
_aX, 255 p. 107 illus., 50 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aLecture Notes in Mathematics, _x0075-8434 ; _v2165 |
|
505 | 0 | _aIntroduction -- Overview -- Part I-Mathematical Basis for Analysis of Feature-Shade/Shadow- Contours -- Abstract Classification of Singularities Preserving Features -- Singularity Equivalence Groups Capturing Interactions -- Methods for Classification of Singularities -- Methods for Topological Classification of Singularities -- Part II-The Classification of Interactions Involving Feature– Shade/Shadow–Contours -- Stratifications of Generically Illuminated Surfaces with Geometric Features -- Realizations of Abstract Mappings Representing Projection Singularities -- Statements of the Main Classification Results -- Part III-Classifications of Interactions of Pairs of Feature– Shade/Shadow–Contours -- Stable View Projections and Transitions involving Shade/Shadow Curves on a Smooth Surface (SC) -- Transitions involving Views of Geometric Features (FC) -- Part IV-Classifications of Multiple Interactions -- Transitions involving Geometric Features and Shade/Shadow Curves (SFC) -- Classifications of Stable Multilocal Configurations and Their Generic Transitions -- Bibliography. | |
520 | _aThis monograph considers a basic problem in the computer analysis of natural images, which are images of scenes involving multiple objects that are obtained by a camera lens or a viewer’s eye. The goal is to detect geometric features of objects in the image and to separate regions of the objects with distinct visual properties. When the scene is illuminated by a single principal light source, we further include the visual clues resulting from the interaction of the geometric features of objects, the shade/shadow regions on the objects, and the “apparent contours”. We do so by a mathematical analysis using a repertoire of methods in singularity theory. This is applied for generic light directions of both the “stable configurations” for these interactions, whose features remain unchanged under small viewer movement, and the generic changes which occur under changes of view directions. These may then be used to differentiate between objects and determine their shapes and positions. | ||
650 | 0 | _aGlobal analysis. | |
650 | 0 | _aComputer vision. | |
650 | 1 | 4 |
_aGlobal Analysis and Analysis on Manifolds. _0http://scigraph.springernature.com/things/product-market-codes/M12082 |
650 | 2 | 4 |
_aMathematical Applications in Computer Science. _0http://scigraph.springernature.com/things/product-market-codes/M13110 |
650 | 2 | 4 |
_aComputer Imaging, Vision, Pattern Recognition and Graphics. _0http://scigraph.springernature.com/things/product-market-codes/I22005 |
700 | 1 |
_aGiblin, Peter. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aHaslinger, Gareth. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
776 | 0 | 8 |
_iPrinted edition: _z9783319414706 |
776 | 0 | 8 |
_iPrinted edition: _z9783319414720 |
830 | 0 |
_aLecture Notes in Mathematics, _x0075-8434 ; _v2165 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-41471-3 |
912 | _aZDB-2-SMA | ||
912 | _aZDB-2-LNM | ||
999 |
_c11055 _d11055 |