Hj. Zhao et R. Shibasaki, Reconstruction of textured urban 3D model by fusing ground-based laser range and CCD images, IEICE T INF, E83D(7), 2000, pp. 1429-1440
In this paper, a method of fusing ground-based laser range image and CCD im
ages for the reconstruction of textured 3D urban object is proposed. An acq
uisition system is developed to capture laser range image and CCD images si
multaneously from the same platform. A registration method is developed usi
ng both laser range and CCD images in a coarse-to-fine process. Laser range
images are registered with an assumption on sensor's setup, which aims at
robustly detecting an initial configuration between the sensor's coordinate
system of two views. CCD images are matched to refine the accuracy of the
initial transformation, which might be degraded by improper sensor setup, u
nreliable feature extraction, or limited by low spatial resolution of laser
range image. Textured 3D model is generated using planar faces for Vertica
l walls and triangular cells for ground surface, trees and bushes. Through
an outdoor experiment of reconstructing a building using six views of laser
range and CCD images, it is demonstrated that textured 3D model of urban o
bjects can be generated in an automated manner.