3D shape deformations : a lie group based approach (Record no. 30248)

000 -LEADER
fixed length control field nam a22 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 210205b xxu||||| |||| 00| 0 eng d
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.69338
Item number BAN
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Bansal, Sumukh
245 ## - TITLE STATEMENT
Title 3D shape deformations : a lie group based approach
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Gandhinagar
Name of publisher, distributor, etc Dhirubhai Ambani Institute of Information and Communication Technology
Date of publication, distribution, etc 2020
300 ## - PHYSICAL DESCRIPTION
Extent vii,113 p.
500 ## - GENERAL NOTE
General note Tatu, Aditya, Thesis supervisor
Student ID No. 201421002
Thesis (Ph.D.) -Dhirubhai Ambani Institute of Information and Communication Technology, Gandhinagar, 2020
520 ## - SUMMARY, ETC.
Summary, etc 3D shapes are ubiquitous in many fundamental tasks of computer graphics and geometry processing. For many applications, new shapes have to be generated from the existing ones, for which it it imperative to understand and model shape of an object and its deformation. This thesis focuses on shape deformations and its applications. Real world 3D objects undergo complex, often non-rigid deformations. One way to model such deformations is using local affine transformations. It is thus important for applications like 3D animation, to understand the structure of affine transformations and come up with robust and efficient computational tools on the set of affine transformations. With such tools, applications like interactive shape deformation and mesh interpolation can be effectively dealt with. In this thesis, an interpolation framework for affine transformations, based on a Lie group representation of a tetrahedron is proposed. The proposed framework provides a intuitive closed form interpolation in all cases in contrast to existing approaches and preserves properties like isometry, reversibility, and monotonic change of volume. The proposed Lie group representation of the tetrahedron is extended to represent triangular and tetrahedral meshes. A detailed analysis of the invariance of the representation and interpolation to some choices made, is provided in the thesis. We demonstrate the applicability of the framework for several applications like interactive shape deformation, shape interpolation, morphing, and deformation transfer. The proposed interactive shape deformation algorithm is close to being real-time, while the mesh interpolation algorithm is able to handle nonregistered meshes and large deformation cases. The interactive shape deformavi tion algorithm is amenable to data-driven methods, and we hope to explore datadriven methods using our mesh representation in near future.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning
Topical term or geographic name as entry element Pattern recognition system
Topical term or geographic name as entry element Three dimensional imaging
Topical term or geographic name as entry element Three dimensional display system
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Tatu, Aditya
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://drsr.daiict.ac.in/handle/123456789/895
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Thesis and Dissertations
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Full call number Barcode Date last seen Koha item type
          DAIICT DAIICT 2020-09-22 006.69338 BAN T00912 2021-02-05 Thesis and Dissertations

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