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SIGGRAPH Paper Reading 2011

SIGGRAPH Paper Reading 2011. Huang Haibin 2011.7.4. Paper list. Procedural & Interactive Modeling Interactive Furniture Layout Using Interior Design Guidelines Converting 3D Furniture Models to Fabricatable Parts and Connectors

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SIGGRAPH Paper Reading 2011

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  1. SIGGRAPH Paper Reading 2011 Huang Haibin 2011.7.4

  2. Paper list • Procedural & Interactive Modeling • Interactive Furniture Layout Using Interior Design Guidelines • Converting 3D Furniture Models to Fabricatable Parts and Connectors • Make it Home: Automatic Optimization of Furniture Arrangement • Computer-Generated Residential Building Layouts • Interactive Architectural Modeling with Procedural Extrusions • Metropolis Procedural Modeling • Image Processing • Domain Transform for Edge-Aware Image and Video Processing  • Non-Rigid Dense Correspondence with Applications for Image Enhancement

  3. Layout Generation • Interactive Furniture Layout Using Interior Design Guidelines • Computer-Generated Residential Building Layouts

  4. Interactive Furniture Layout Using Interior Design Guidelines (SIGGRAPH 2011)

  5. Eric Schkufza Zeyang Li Paul Merrell Stanford University Vladlen Koltun Maneesh Agrawala University of California, Berkeley

  6. Main idea

  7. Contributions • 1. Identify and operationalize a set of design guidelines for furniture layout • 2. Develop an interactive system for creating furniture arrangements based on these guidelines

  8. Furniture Layout Guidelines • 1. Functional Criteria • 2.Visual Criteria • 3. Authoring

  9. Functional Criteria • 1. Clearance • 2. Circulation

  10. 3. Pairwise relationships

  11. 4.Conversation

  12. Functional Criteria • 1. Balance • 2. Alignment

  13. 3. Emphasis

  14. Generation Suggestions Monte Carlo Sampler

  15. Density Function and Sampling

  16. Results

  17. Computer-Generated Residential Building Layouts(SIGRAPH Asia 2010)

  18. Eric Schkufza Zeyang Li Paul Merrell Stanford University

  19. Main idea A list of high-level requirements Computer-Generated Residential Building Layouts

  20. Contributions • Data-driven generation of architectural programs from high-level requirements. • Fully automated generation of detailed multi-story floor plans from architectural programs. • An end-to-end approach to automated generation of building layouts from high-level requirements.

  21. Building Layout Design • 1. Architectural Programming • 2.Floor Plan Optimization • 3. Generating 3D models

  22. Data- driven Architectural Programming • 1. Bayesian Networks

  23. Structure Learning

  24. Floor Plan Optimization • Proposal Moves 1.Notation 2.Sliding a wall 3.Swapping rooms

  25. Cost Function • Accessibility • Dimensions • Floors • Shapes

  26. Generating 3D models • Passageways • Windows • Staircases • Roofs

  27. Results

  28. Procedural & Interactive Modeling • Interactive Architectural Modeling with Procedural Extrusions  • Metropolis Procedural Modeling

  29. 1. Grammar-based: L-system… • 2. Other: 3DMax…

  30. Metropolis Procedural Modeling

  31. Main Idea

  32. Contribution • An algorithm for controlling grammar-based procedural models

  33. Solutions

  34. Problems • 1. Generate the space of productions from the grammar • 2.Define an objective function that quantifies the similarity between a given production and the specification • 3. Optimization

  35. PROBABILISTIC INFERENCE FOR GRAMMARS

  36. LIKELIHOOD FORMULATIONS • Image- and volume-based modeling • Mondrian modeling

  37. Optimization • MCMC jump MCMC • Reversibility 2.Dimension matching 3Acceptance probability

  38. MCMC FOR GRAMMARS • Diffusion moves • Jump moves

  39. Results

  40. Interactive Architectural Modeling with Procedural Extrusions

  41. Main idea • Model complex architectural features, including overhanging roofs, dormer windows, interior dormer windows, roof constructions with vertical walls, buttresses, chimneys, bay windows, columns, pilasters, and alcoves.

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