Hand-guided 3D surface acquisition by combining simple light sectioning with real-time algorithms

01/09/2014
by   Oliver Arold, et al.
0

Precise 3D measurements of rigid surfaces are desired in many fields of application like quality control or surgery. Often, views from all around the object have to be acquired for a full 3D description of the object surface. We present a sensor principle called "Flying Triangulation" which avoids an elaborate "stop-and-go" procedure. It combines a low-cost classical light-section sensor with an algorithmic pipeline. A hand-guided sensor captures a continuous movie of 3D views while being moved around the object. The views are automatically aligned and the acquired 3D model is displayed in real time. In contrast to most existing sensors no bandwidth is wasted for spatial or temporal encoding of the projected lines. Nor is an expensive color camera necessary for 3D acquisition. The achievable measurement uncertainty and lateral resolution of the generated 3D data is merely limited by physics. An alternating projection of vertical and horizontal lines guarantees the existence of corresponding points in successive 3D views. This enables a precise registration without surface interpolation. For registration, a variant of the iterative closest point algorithm - adapted to the specific nature of our 3D views - is introduced. Furthermore, data reduction and smoothing without losing lateral resolution as well as the acquisition and mapping of a color texture is presented. The precision and applicability of the sensor is demonstrated by simulation and measurement results.

READ FULL TEXT

page 6

page 8

page 10

page 13

page 14

page 15

page 16

page 18

research
05/17/2013

Flying Triangulation - towards the 3D movie camera

Flying Triangulation sensors enable a free-hand and motion-robust 3D dat...
research
11/28/2013

Real-time High Resolution Fusion of Depth Maps on GPU

A system for live high quality surface reconstruction using a single mov...
research
08/04/2017

μ-MAR: Multiplane 3D Marker based Registration for Depth-sensing Cameras

Many applications including object reconstruction, robot guidance, and s...
research
07/27/2022

The Surface Edge Explorer (SEE): A measurement-direct approach to next best view planning

High-quality observations of the real world are crucial for a variety of...
research
10/01/2013

Surface Registration Using Genetic Algorithm in Reduced Search Space

Surface registration is a technique that is used in various areas such a...
research
02/05/2018

3D non-rigid registration using color: Color Coherent Point Drift

Research into object deformations using computer vision techniques has b...
research
07/09/2019

3D pavement surface reconstruction using an RGB-D sensor

A core procedure of pavement management systems is data collection. The ...

Please sign up or login with your details

Forgot password? Click here to reset