Title :
Modelling of elastic deformation using stereo vision and smoothed particle hydrodynamics
Author :
Chan, Yuk Hin ; Strozzi, Alfonso Gastélum ; Lau, Anthony ; Gong, Rui ; Delmas, Patrice ; Gimel´farb, Georgy ; Marquez, Jorge
Author_Institution :
Dept. of Comput. Sci., Univ. of Auckland, Auckland, New Zealand
Abstract :
Elastic surface deformation of an object is described using depth information obtained at video frame-rate with camera calibration and stereo matching techniques. Two synchronised USB cameras acquire successive image pairs describing the surface deformation. Images are corrected to exclude lens distortion and generate rectified stereo pairs. The depth information is computed with a simplified version of the belief propagation stereo matching algorithm. Experimental results are related to computer simulation of elastic deformation based on the mesh-free smoothed particle hydrodynamics technique. The obtained strain, stress, and internal energy of the object help calibrate the physical properties of the computational model and lead to more realistic simulation of elastic deformation.
Keywords :
cameras; elastic deformation; hydrodynamics; image matching; mechanical engineering computing; stereo image processing; belief propagation stereo matching algorithm; camera calibration; computer simulation; elastic surface deformation modelling; mesh-free smoothed particle hydrodynamics technique; stereo vision; synchronised USB cameras; video frame-rate; Belief propagation; Calibration; Cameras; Computational modeling; Computer simulation; Deformable models; Hydrodynamics; Lenses; Stereo vision; Universal Serial Bus;
Conference_Titel :
Image and Vision Computing New Zealand, 2009. IVCNZ '09. 24th International Conference
Conference_Location :
Wellington
Print_ISBN :
978-1-4244-4697-1
Electronic_ISBN :
2151-2205
DOI :
10.1109/IVCNZ.2009.5378383