A Study on Stereo and Motion Data Accuracy for a Moving Platform

作者: Sandino Morales , Young Woon Woo , Reinhard Klette , Tobi Vaudrey

DOI: 10.1007/978-3-642-03983-6_33

关键词:

摘要: Stereo and motion analysis are potential techniques for providing information control or assistance systems in various robotics driver applications. This paper evaluates the performance of several stereo algorithms over a long synthetic sequence (100 pairs). Such an evaluation low-level computer vision is necessary, as moving platforms being used image wide area In this evaluated with respect to robustness by modifying test types realistic noise. The novelty comparing top performing on images, taken from platform.

参考文章(20)
Shushi Guan, Reinhard Klette, Young W. Woo, Belief Propagation for Stereo Analysis of Night-Vision Sequences pacific-rim symposium on image and video technology. pp. 932- 943 ,(2009) , 10.1007/978-3-540-92957-4_81
Takeo Kanade, Yuichi Ohta, Stereo by two-level dynamic programming international joint conference on artificial intelligence. pp. 1120- 1126 ,(1985)
Zhifeng Liu, Reinhard Klette, Dynamic Programming Stereo on Real-World Sequences international conference on neural information processing. pp. 527- 534 ,(2009) , 10.1007/978-3-642-03040-6_64
Tobi Vaudrey, Hernán Badino, Stefan Gehrig, Integrating Disparity Images by Incorporating Disparity Rate Robot Vision. pp. 29- 42 ,(2008) , 10.1007/978-3-540-78157-8_3
Thomas Brox, Andrés Bruhn, Nils Papenberg, Joachim Weickert, None, High Accuracy Optical Flow Estimation Based on a Theory for Warping european conference on computer vision. pp. 25- 36 ,(2004) , 10.1007/978-3-540-24673-2_3
R. Mohan, G. Medioni, R. Nevatia, Stereo error detection, correction, and evaluation IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 11, pp. 113- 120 ,(1989) , 10.1109/34.16708
Yutaka Satoh, Katsuhiko Sakaue, An Omnidirectional Stereo Vision-Based Smart Wheelchair Eurasip Journal on Image and Video Processing. ,vol. 2007, pp. 087646- ,(2007) , 10.1155/2007/87646
Simon Baker, Stefan Roth, Daniel Scharstein, Michael J. Black, J.P. Lewis, Richard Szeliski, A Database and Evaluation Methodology for Optical Flow international conference on computer vision. pp. 1- 8 ,(2007) , 10.1109/ICCV.2007.4408903
Tobi Vaudrey, Clemens Rabe, Reinhard Klette, James Milburn, Differences between stereo and motion behaviour on synthetic and real-world stereo sequences image and vision computing new zealand. pp. 1- 6 ,(2008) , 10.1109/IVCNZ.2008.4762133
Daniel Scharstein, Richard Szeliski, A taxonomy and evaluation of dense two-frame stereo correspondence algorithms International Journal of Computer Vision. ,vol. 47, pp. 7- 42 ,(2001) , 10.1023/A:1014573219977