“Inverse Procedural Modeling of 3D Models for Virtual Worlds” by Demir, Benes and Wand
Conference:
Type(s):
Entry Number: 16
Title:
- Inverse Procedural Modeling of 3D Models for Virtual Worlds
Course Organizer(s):
Presenter(s)/Author(s):
Abstract:
Prerequisites
Familiarity with procedural modeling. A basic understanding of shape analysis and modeling.
Level
Intermediate
Who Should Attend
Industry professionals, researchers, and students interested in recent techniques for inverse procedural modeling of architectural, man-made, or plant-based structures for generative content creation.
Description
This course presents a collection of state-of-the-art approaches for modeling and editing 3D models for virtual worlds, simulations, and entertainment, in addition to real-world applications. It provides a coherent review of inverse procedural modeling (IPM) (proceduralization of provided 3D content), describes different formulations of the problem as well as solutions based on those formulations, and shows that although the IPM framework seems under-constrained, state-of-the-art solutions actually use simple analogies to convert the problem into a set of fundamental computer-science problems, which are then solved by corresponding algorithms or optimizations. The course also includes description and categorization of results and applications of the IPM frameworks, and summarizes different
domain IPM frameworks for practical content generation in modeling and animation.
