大葉大學圖書館 |

Local features in natural images via singularity theory[electronic resource] /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	514.746
書名/作者:	Local features in natural images via singularity theory/ by James Damon, Peter Giblin, Gareth Haslinger.
作者:	Damon, James.
其他作者:	Giblin, Peter.
出版者:	Cham : : Springer International Publishing :, 2016.
面頁冊數:	x, 255 p. : : ill. (some col.), digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Singularities (Mathematics)
標題:	Mathematics.
標題:	Global Analysis and Analysis on Manifolds.
標題:	Mathematical Applications in Computer Science.
標題:	Computer Imaging, Vision, Pattern Recognition and Graphics.
ISBN:	9783319414713
ISBN:	9783319414706
內容註:	Introduction -- 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.
摘要、提要註:	This 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.
電子資源:	http://dx.doi.org/10.1007/978-3-319-41471-3

Local features in natural images via singularity theory[electronic resource] /
Damon, James.

Local features in natural images via singularity theory[electronic resource] /by James Damon, Peter Giblin, Gareth Haslinger. - Cham :Springer International Publishing :2016. - x, 255 p. :ill. (some col.), digital ;24 cm. - Lecture notes in mathematics,21650075-8434 ;. - Lecture notes in mathematics ;2035..

Introduction -- 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.

This 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.

ISBN: 9783319414713

Standard No.: 10.1007/978-3-319-41471-3doiSubjects--Topical Terms:

465844
Singularities (Mathematics)

LC Class. No.: QA614.58 / .D36 2016

Dewey Class. No.: 514.746

Local features in natural images via singularity theory[electronic resource] /
LDR:03136nmm a2200325 a 4500 001 466496
003 DE-He213
005 20160930171114.0
006 m d
007 cr nn 008maaau
008 170415s2016 gw s 0 eng d
020 $a 9783319414713 $q (electronic bk.)
020 $a 9783319414706 $q (paper)
024 7 $a 10.1007/978-3-319-41471-3 $2 doi
035 $a 978-3-319-41471-3
040 $a GP $c GP
041 0 $a eng
050 4 $a QA614.58 $b .D36 2016
072 7 $a PBKS $2 bicssc
072 7 $a MAT034000 $2 bisacsh
082 0 4 $a 514.746 $2 23
090 $a QA614.58 $b .D163 2016
100 1 $a Damon, James. $3 671321
245 1 0 $a Local features in natural images via singularity theory $h [electronic resource] / $c by James Damon, Peter Giblin, Gareth Haslinger.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
300 $a x, 255 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in mathematics, $x 0075-8434 ; $v 2165
505 0 $a Introduction -- 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 $a This 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 $a Singularities (Mathematics) $3 465844
650 1 4 $a Mathematics. $3 172349
650 2 4 $a Global Analysis and Analysis on Manifolds. $3 464933
650 2 4 $a Mathematical Applications in Computer Science. $3 467521
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 465964
700 1 $a Giblin, Peter. $3 671322
700 1 $a Haslinger, Gareth. $3 671323
710 2 $a SpringerLink (Online service) $3 463450
773 0 $t Springer eBooks
830 0 $a Lecture notes in mathematics ; $v 2035. $3 464096
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-41471-3
950 $a Mathematics and Statistics (Springer-11649)