<電子ブック>
Local Features in Natural Images via Singularity Theory / by James Damon, Peter Giblin, Gareth Haslinger
(Lecture Notes in Mathematics. ISSN:16179692 ; 2165)
版 | 1st ed. 2016. |
---|---|
出版者 | (Cham : Springer International Publishing : Imprint: Springer) |
出版年 | 2016 |
大きさ | X, 255 p. 107 illus., 50 illus. in color : online resource |
著者標目 | *Damon, James author Giblin, Peter author Haslinger, Gareth author SpringerLink (Online service) |
件 名 | LCSH:Global analysis (Mathematics) LCSH:Manifolds (Mathematics) LCSH:Computer science—Mathematics LCSH:Image processing—Digital techniques LCSH:Computer vision FREE:Global Analysis and Analysis on Manifolds FREE:Mathematical Applications in Computer Science FREE:Computer Imaging, Vision, Pattern Recognition and Graphics |
一般注記 | 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 HTTP:URL=https://doi.org/10.1007/978-3-319-41471-3 |
目次/あらすじ
所蔵情報を非表示
電子ブック | 配架場所 | 資料種別 | 巻 次 | 請求記号 | 状 態 | 予約 | コメント | ISBN | 刷 年 | 利用注記 | 指定図書 | 登録番号 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
電子ブック | オンライン | 電子ブック |
|
Springer eBooks | 9783319414713 |
|
電子リソース |
|
EB00210960 |
書誌詳細を非表示
データ種別 | 電子ブック |
---|---|
分 類 | LCC:QA614-614.97 DC23:514.74 |
書誌ID | 4000119026 |
ISBN | 9783319414713 |
類似資料
この資料の利用統計
このページへのアクセス回数:2回
※2017年9月4日以降