computer-generated residential building layouts paul merrell, eric schkufza and vladlen koltum...

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Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

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Page 1: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

Computer-Generated Residential Building Layouts

Paul Merrell, Eric Schkufza and Vladlen Koltum

Stanford University

SIGGRAPH AISA 2010

Page 2: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

Motivation

• I want a big house~~~

• This paper propose a framework for generate a residential building

Page 3: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

bubble diagram

Tradition Pipeline

floor plans

physical buildingrequirement

Page 4: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

bubble diagram

Pipeline in this paper

floor plans

3D modelrequirement

Automatic Automatic

visualization

Page 5: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

Main idea

A list of high-level requirements

Computer-Generated Residential Building Layouts

Page 6: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

Building Layout Design

• 1. Architectural Programming

• 2.Floor Plan Optimization

• 3. Generating 3D models

Page 7: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

Data- driven Architectural Programming

• Bayesian Networks

Page 8: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

Floor Plan Optimization

• Proposal Moves

1.Sliding a wall

2.Swapping roomscost function

Sliding a wallSnapping a wall

Page 9: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

Cost Function

Accessibility Dimensions

FloorsShapes

Page 10: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

Generating 3D models

• TEMPLATE

• Passageways, Windows, Staircases, Roofs

Page 11: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

Results

Page 12: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010

Contributions

• Data-driven generation of architectural programs from high-level requirements.

• Fully automated generation of detailed multi-storey floor plans from architectural programs.

• An end-to-end approach to automated generation of building layouts from high-level requirements.

Page 13: Computer-Generated Residential Building Layouts Paul Merrell, Eric Schkufza and Vladlen Koltum Stanford University SIGGRAPH AISA 2010