Constrained Attribute Grammars for Recognition of Multi-dimensional Objects
SSPR '98/SPR '98 Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
An overview on properties and efficacy of topological skeletons in Shape Modelling
SMI '03 Proceedings of the Shape Modeling International 2003
Procedural modeling of buildings
ACM SIGGRAPH 2006 Papers
Robust on-line computation of Reeb graphs: simplicity and speed
ACM SIGGRAPH 2007 papers
Image-based procedural modeling of facades
ACM SIGGRAPH 2007 papers
Discovering structural regularity in 3D geometry
ACM SIGGRAPH 2008 papers
A survey of content based 3D shape retrieval methods
Multimedia Tools and Applications
Bottom-Up/Top-Down Image Parsing with Attribute Grammar
IEEE Transactions on Pattern Analysis and Machine Intelligence
Characterization of 3D shape parts for semantic annotation
Computer-Aided Design
A survey of graph edit distance
Pattern Analysis & Applications
Proceedings of the 2010 ACM SIGGRAPH symposium on Interactive 3D Graphics and Games
A Numerical Study of the Bottom-Up and Top-Down Inference Processes in And-Or Graphs
International Journal of Computer Vision
Procedural 3D Building Reconstruction Using Shape Grammars and Detectors
3DIMPVT '11 Proceedings of the 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission
3D building roof reconstruction from point clouds via generative models
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Shape grammar parsing via Reinforcement Learning
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Fast and Robust Normal Estimation for Point Clouds with Sharp Features
Computer Graphics Forum
Parameter-free/Pareto-driven procedural 3D reconstruction of buildings from ground-level sequences
CVPR '12 Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Automatic Extraction of Manhattan-World Building Masses from 3D Laser Range Scans
IEEE Transactions on Visualization and Computer Graphics
A three-layered approach to facade parsing
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
| Hi-index | 0.00 |
We propose a new approach to automatically semantize complex objects in a 3D scene. For this, we define an expressive formalism combining the power of both attribute grammars and constraint. It offers a practical conceptual interface, which is crucial to write large maintainable specifications. As recursion is inadequate to express large collections of items, we introduce maximal operators, that are essential to reduce the parsing search space. Given a grammar in this formalism and a 3D scene, we show how to automatically compute a shared parse forest of all interpretations --- in practice, only a few, thanks to relevant constraints. We evaluate this technique for building model semantization using CAD model examples as well as photogrammetric and simulated LiDAR data.