Developing an Algorithm for Buildings Extraction and Determining Changes from Airborne LiDAR, and Comparing with R-CNN Method from Drone Images.
Saied PirastehPejman RashidiHeidar RastiveisShengzhi HuangQing ZhuGuoxiang LiuYun LiJonathan LiErfan SeydipourPublished in: Remote. Sens. (2019)
Keyphrases
- synthetic and real images
- segmentation algorithm
- test images
- segmentation method
- dynamic programming
- region of interest
- input data
- digitized images
- high resolution images
- thresholding algorithm
- objective function
- detection algorithm
- clustering method
- recognition algorithm
- computational complexity
- detection method
- image matching
- similarity measure
- image set
- line extraction
- energy function
- edge detection
- gray value
- reconstruction process
- coarse to fine strategy
- reconstruction method
- geometric constraints
- principal components
- region detection
- synthesized images
- image segments
- poor quality images
- artifact free
- matching process
- k means
- gray level images
- gaussian noise
- lidar data
- matching algorithm
- super resolution
- fundamental problem in computer vision
- image processing
- interpolation method
- graph cuts
- input image
- image registration
- high resolution
- image segmentation