An automated vision-based method for rapid 3D energy performance modeling of existing buildings using thermal and digital imagery.
Youngjib HamMani Golparvar FardPublished in: Adv. Eng. Informatics (2013)
Keyphrases
- synthetic data
- data sets
- fully automatic
- experimental evaluation
- similarity measure
- high precision
- pairwise
- cost function
- segmentation method
- computationally efficient
- input data
- computational cost
- preprocessing
- image processing
- energy function
- modeling method
- segmentation algorithm
- support vector machine svm
- probabilistic model
- dynamic programming
- significant improvement
- multiscale
- computer vision
- neural network