CVFX Lecture 23: LiDAR and time-of-flight sensing

Rich Radke
Rich Radke
21.8 هزار بار بازدید - 10 سال پیش - ECSE-6969 Computer Vision for Visual
ECSE-6969 Computer Vision for Visual Effects
Rich Radke, Rensselaer Polytechnic Institute
Lecture 23: LiDAR and time-of-flight sensing (4/21/14)

0:00:01  3D data acquisition
0:01:12  LiDAR scanning
0:05:06  LiDAR data example
0:09:33  LiDAR scanning difficulties
0:15:10  LiDAR scanning principles
0:15:20  Pulse-based LiDAR
0:20:23  Phase-based LiDAR
0:27:02  LiDAR scanning for VFX examples
0:31:58  LiDAR scanning for autonomous vehicles
0:34:05  Time-of-flight cameras
0:37:20  ToF image and video examples
0:42:27  Live ToF results from Microsoft Kinect
0:50:06  Skeleton estimation from Kinect SDK

Follows Section 8.1 of the textbook.  http://cvfxbook.com

Key references:

R. A. Jarvis. A perspective on range finding techniques for computer vision. IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI-5(2):122--39, Mar. 1983.
http://dx.doi.org/10.1109/TPAMI.1983....

P. J. Besl. Active, optical range imaging sensors. Machine Vision and Applications, 1(2):127--52, June 1988.
http://dx.doi.org/10.1007/BF01212277

A. Kolb, E. Barth, R. Koch, and R. Larsen. Time-of-flight cameras in computer graphics. In Eurographics, 2010.
http://dx.doi.org/10.1111/j.1467-8659...

Y. Cui, S. Schuon, D. Chan, S. Thrun, and C. Theobalt. 3D shape scanning with a time-of-flight camera. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
http://dx.doi.org/10.1109/CVPR.2010.5...
10 سال پیش در تاریخ 1393/02/01 منتشر شده است.
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