Spatial Analysis Frameworks
Frameworks for analyzing spatial relationships and 3D scene understanding.
Supported Solution Fields
When to Use
- When analyzing spatial relationships
- When need scene understanding
- When working with 3D data
- When mapping environments
When Not to Use
- When 2D analysis suffices
- When simple metrics needed
- When real-time not required
Tradeoffs
- Complexity vs Speed: More analysis needs more time
- Accuracy vs Resources: Better accuracy needs more compute
- Features vs Learning: More features mean steeper curve
Commercial Implementations
-
CGAL
- Computational geometry
- Robust algorithms
- Research standard
-
OpenScene
- Scene understanding
- Spatial relationships
- Real-time capable
Common Combinations
- Autonomous systems
- Smart environments
- Robotic planning
Case Study: Smart Building Analysis
A company implemented spatial analysis:
Challenge
- Complex building layout
- Multiple spaces
- Real-time monitoring
Solution
- Implemented CGAL
- Custom spatial analysis
- Automated monitoring
Results
- Better space utilization
- Improved navigation