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COMPGV18 - Acquisition and Processing of 3D Geometry

This database contains 2016-17 versions of the syllabuses. For current versions please see here.

CodeCOMPGV18 (also taught as COMPM080)
YearMSc
PrerequisitesNone
Term2
Taught ByNiloy Mitra (100%)
AimsTo expose students to the challenges and potential of geometry processing in relevant application areas.

To explain how to use acquire 3D model, and subsequently process, analyze, and manipulate the data. 

To familiarize students with handling real data sets.
Learning Outcomes

Students successfully completing the module should be able to:

 

  • Read and understand recent advancements in this area. (theory)
  • Have a grasp of the key tools in geometry processing. (theory)
  • Gain necessary practical skills to work directly with real-world 3D data. (practice)
  • Be able to formulate and solve problem using the geometric tools they learn as part of the module. (practice)

Content:

The course introduces basics of geometry processing covering important aspects of acquisition, analysis, and manipulation of 3D data. The course will consist of a mix of theory and applications to real-world scenarios.
The course intends to introduce students to the various stages of a typical geometry processing pipeline. With recent growth in popularity of 3D acquisition devices and modeling frameworks, geometry processing is increasing becoming important in a diverse set of applications including city planning, architectural geometry, reverse engineering, interactive modeling, etc.
Topics will include but not restricted to mesh representations, mesh smoothing, remeshing, mesh reconstruction, and shape analysis. Necessary topics in differential geometry will be covered in the course.

 

Contents:

Introduction
1. Applications
2. Surface representations

 

Geometry Registration
1. Local and global registration (ICP, branch-and-bound)

 

Geometry Acquisition
1. 3D acquisition using laser scanners
2. Structure from motion based acquisition

 

Differential Geometry
1. Introduction to curves and surface

 

Mesh Smoothing and Decimation 

Parametrization and Remeshing

Mesh Deformation

Laplace Beltrami Operator

Shape Analysis

Shape Synthesis 

Method of Instruction:

Lectures and lab classes. 

Assessment:

The course has the following assessment components:

  • Coursework (50%)
  • Individual / Group Project (40%)
  • Oral Examination (10%)

To pass this course, students must:

  • Achieve a mark of 50% or more from all sections combined.

Resources:

 

Polygon Mesh Processing  Mario Botsch, Leif Kobbelt, Mark Pauly, Pierre Alliez, Bruno Levy, A. K. Peters, ISBN: 1568814267