Title: CS6491
1CS6491
- Theoretical Foundations and Practical Algorithms
for 3D Modeling, Graphics, and Animation - Prof. Jarek Rossignac
- Objectives
- Instructor
- GVC areas
- Syllabus
- Grading
- Texts
- Projects
- Web site
Turn cell phones off
Close laptops/PDAs, unless you need them to take
notes. No email, chat, surfing, games...
Take copious and detailed notes
Ask for clarification right away
No private conversations, please!
2Course objectives and philosophy
- Master key foundations of 3D modeling, graphics,
animation - Become familiar with current techniques and tools
- Become comfortable with the mathematical
underpinnings - Understand why things are done this way
- Internalize these concepts so that they are
second nature - Develop research habits
- Develop intuition
- Sharpen algorithmic problem solving skills
- Learn critical thinking and mathematical rigor
- Learn how to ask questions and how to answer them
- Develop Research ethics
- Practice communication and teamwork skills
- Develop a taste for Geometric Visual Computing
3Audience
- This course is for students interested in
research, teaching, or RD careers in graphics,
animation, games, CAD. - No prior knowledge of graphics is expected.
- Knowledge of geometry
- Linear algebra.
- Vectors, lines, planes, triangles, circles,
intersections. - Software skills
- Processing or Java or C
- Software development and debugging
- Imagination
- Solutions to hard problems, elegant
implementation - Scientific rigor
- Proofs, justifications, methodology
4Jarek (Y-ah-r-eh-ck) Rossignac (Rossignol
cognac)http//www.gvu.gatech.edu/jarek
- Maitrise M.E. Diplome dEngenieur ENSEM (Nancy,
France) - PhD E.E. in Solid Modeling (U. of Rochester, NY)
- IBM TJ Watson Research Center (11 years)
- Senior manger Visualization, Modeling, Graphics,
VR - Visualization Managed IBM Data Explorer (DX)
product RD - Simplification 3D Interaction Acceleration
(3DIX), OpenGL Accelerator - Geometry compression VRLM, MPEG-4, awards (ACM
TOG) - Georgia Institute of Technology (since 1996)
- Professor, College of Computing, School of
Interactive Computing - Director of GVU Center, 1996-2001
- Compression Edgebreaker, Awards (IEEE TVCG)
- Collaborations Korea, Spain, Italy, Emory, BME
5Geometric and Visual Computing areas
- Computer Aided Geometric Design (CAGD)
Curves/surfaces - Solid Modeling Representations and Algorithms
for solids - Computer-Aided Design (CAD) Automation of Shape
Design - Computer-Aided Manufacturing (CAM) NC Machining
- Reverse Engineering Fitting surfaces to scanned
3D points - Computational Geometry Provably efficient
algorithms - Finite Element Meshing (FEM) Construction and
simulation - Animation Capture, Design, Simulation of shape
behavior - Visualization Graphical interpretations of
(large) 3D or 4D datasets - Rendering Making (realistic) pictures of 3D
geometric shapes - Image-Based Rendering (IBR) Mix images and
geometry - Computer Vision Reconstruction of 3D models from
images - Robotics Compute motions amongst obstacles,
manipulate them - Virtual Reality (VR) Immersion in interactive
environments - Augmented Reality (AR) Track and mark-up what
you see
6Specific focus of the course
- S.L.T. Space (shape), Light (color), Time
(animation) - 3D modeling (geometry)
- Representations of 3D shapes (voxels, riangle
meshes) - Construction techniques (subdivision,
isosurfaces) - Algorithms (containment, intersection, volume,
distances) - 3D graphics (photometry)
- Projective shading and raserization (OpenGL)
- Light propagation Photorealistic rendering
- Image-Based Rendering
- 3D animation (kinemetry)
- Motions, collisions, physic-based simulation
- Deformations and warps
- 3D Morphing
7Syllabus ( 1 week modules )
- 01 - Graphic Systems
- 02 Geometry
- 05 Curves
- 03 Topology
- 04 Arrangements
- 06 Animation
- 07 Morphology
- 08 Triangulation
- 09 - Mesh processing
- 10 - Light, perception
- 11 Photorealism, NPR
- 12 - Graphics pipeline
- 13 - Image-based rendering
- 14 - Acceleration techniques
- 15 - GPU shaders and advanced effects
8Grading Policy
- 50 Projects
- 20 Midterm (closed books)
- 30 Final
9Reference books (suggested)
- Primary sources
- Computational Geometry Algorithms and
Applications. By de Berg, van Kerveld, Overmars,
Schwartzkopf. - Efficient algorithms for convex hulls, Delaunay,
Booleans, medial axis - Advanced Animation and Rendering Techniques
Theory and Practice. By Watt Watt. - Nice overview of graphics, plus advanced material
on animation and rendering - Additional graduate books
- Computer Graphics and Geometric Modeling by
David Salomon - Advanced modeling/rendering. Suitable for both
graduates and undergraduates - Mathematics for Computer Graphics Applications
An Introduction to the Mathematics and Geometry
of Cad/Cam, Geometric Modeling, Scientific
visualization by Mortenson - Warping and Morphing of Graphical Objects (with
Cdrom) by Gomes, Darsa, Velho - Subdivision Methods for Geometric Design A
Constructive Approach by Warren, Weimer - Undergraduate texts if you need to catch up
- Fundamentals of Computer Graphics. By Peter
Shirley - Great (detailed) introduction to geometry and
rendering - Computer Graphics Principles and Practice
Second Edition in C, Foley, van Dam, Feiner,
Hughes, 1996. - A classic. Comprehensive.
10Projects guidelines and deliverables
- Several projects (some in small teams, some
individual) - Ethics
- It is OK to look at previous solutions (posted,
published, or provided for class) - Not OK to copy from other students or teams
- Cite clearly all sources of inspiration for your
code and your write-up - Working in teams
- Work together (same time and space) on all
aspects (do not split the job) - Learn from each other and lear how to negotiate
and collaborate - Make sure that you each contribute much more than
your share - Deliverable report (mini research paper)
- Concise, formal (title, authors, date, class,
problem statement, refs) - Demonstrate in-depth understanding of a topic
- State problem, context, prior art
- Exlpain clearly the nature of your solution and
provide details where needed - Submit as web page with text, images, videos
- Deliverable code
- Processing (or other) applet linked from your
Personal Project Page (PPP) - Explain what you have implemented, how, and why
- Explain what does not work and why (suggest
possible fixes)
11Web site for the course
- http//www.gvu.gatech.edu/jarek/6491
- Schedule
- Projects, solutions
- Test dates
- List of topics (that you need to know)
- http//www.gvu.gatech.edu/jarek/graphics
- Slides
- Reading
- Links
- Resources
12Strategy for success
- Attend all classes and pay close attention
- Take detailed and comprehensive notes of what I
and other students write, draw, or say - Work on these notes, clean them up, mark what
needs clarifications, bring them when you meet me
at my office hours - Make sure that you understand everything ASAP!
- Carefully read notes and all material provided.
- Search additional information in books or on the
web. - Do all proposed exercises
- Ask questions in class or at the beginning of the
next class. - Work in small study groups and explain the stuff
to others. - Come and talk to the TA or to me during office
hours. - Make sure that I know you, what you know, that
you care
13Expected amount of work per week
- Study your notes, handouts and additional
material 2 - Right after class
- Preferably in teams
- Prepare cheat sheets with important results
- Allowed to use 1 page on the midterm and 2 on the
final - Do practice exercises 1
- Try doing them individually
- Then compare/discuss solutions with team members
- Work on projects 5
- Start right away and work hard at the beginning
- Ask me for clarification in class
- Ask TA for help
- For team projects, work together on all aspects