Exact sampling with coupled Markov chains and applications to statistical mechanics
Proceedings of the seventh international conference on Random structures and algorithms
Visual models of plants interacting with their environment
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Realistic modeling and rendering of plant ecosystems
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
Computer-generated floral ornament
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
Sampling plausible solutions to multi-body constraint problems
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Procedural modeling of buildings
ACM SIGGRAPH 2006 Papers
Approximate image-based tree-modeling using particle flows
ACM SIGGRAPH 2007 papers
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Sketch-based tree modeling using Markov random field
ACM SIGGRAPH Asia 2008 papers
Self-organizing tree models for image synthesis
ACM SIGGRAPH 2009 papers
Evaluation of Structure Recognition Using Labelled Facade Images
Proceedings of the 31st DAGM Symposium on Pattern Recognition
A connection between partial symmetry and inverse procedural modeling
ACM SIGGRAPH 2010 papers
Reconstruction of façade structures using a formal grammar and RjMCMC
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Texture-lobes for tree modelling
ACM SIGGRAPH 2011 papers
Modeling and generating moving trees from video
Proceedings of the 2011 SIGGRAPH Asia Conference
Stochastic tomography and its applications in 3D imaging of mixing fluids
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Synthesizing open worlds with constraints using locally annealed reversible jump MCMC
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
An algebraic model for parameterized shape editing
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Synthetic tree models from iterated discrete graphs
Proceedings of Graphics Interface 2012
Efficient modeling of numerous trees by introducing growth volume for real-time virtual ecosystems
Computer Animation and Virtual Worlds
TreeSketch: interactive procedural modeling of trees on a tablet
Proceedings of the International Symposium on Sketch-Based Interfaces and Modeling
Tree branching reconstruction from unilateral point clouds
Transactions on Edutainment VIII
Motion-guided mechanical toy modeling
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
DressUp!: outfit synthesis through automatic optimization
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Inverse design of urban procedural models
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Learning design patterns with bayesian grammar induction
Proceedings of the 25th annual ACM symposium on User interface software and technology
Graphics Interaction: A procedural method for irregular tree models
Computers and Graphics
Procedural facade variations from a single layout
ACM Transactions on Graphics (TOG)
Image-based reconstruction and synthesis of dense foliage
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Generating and exploring good building layouts
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Proceedings of the 6th International Symposium on Visual Information Communication and Interaction
Urban pattern: layout design by hierarchical domain splitting
ACM Transactions on Graphics (TOG)
Interactive by-example design of artistic packing layouts
ACM Transactions on Graphics (TOG)
Structure-aware shape processing
SIGGRAPH Asia 2013 Courses
Challenges in procedural modeling of buildings
UDMV '13 Proceedings of the Eurographics Workshop on Urban Data Modelling and Visualisation
Challenges and ideas in procedural modeling of interiors
UDMV '13 Proceedings of the Eurographics Workshop on Urban Data Modelling and Visualisation
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Procedural representations provide powerful means for generating complex geometric structures. They are also notoriously difficult to control. In this article, we present an algorithm for controlling grammar-based procedural models. Given a grammar and a high-level specification of the desired production, the algorithm computes a production from the grammar that conforms to the specification. This production is generated by optimizing over the space of possible productions from the grammar. The algorithm supports specifications of many forms, including geometric shapes and analytical objectives. We demonstrate the algorithm on procedural models of trees, cities, buildings, and Mondrian paintings.