An integrated traffic and pedestrian model-based vision system
作者： David C. Hogg , Adam Baumberg , Anthony D. Worrall , T. N. Tan , Paolo Remagnino
DOI:
关键词:
摘要: The paper describes a novel integrated vision system in which two autonomous visual modules are combined to interpret dynamic scene. first module employs 3D model-based scheme track rigid objects such as vehicles. second uses 2D deformable model non-rigid people. principal contribution is method for handling occlusion between within the context of this hybrid tracking system. practical aim work derive scene description that sufficiently rich be used range surveillance tasks. each outline before detailing integration and particular. Experimental results presented illustrate performance outdoor involving cars
kingston.ac.uk参考文章(20)
Geoff Sullivan, Model-based vision for traffic scenes using the ground-plane constraint Real-time computer vision. pp. 93- 115 ,(1995)
Dieter Koller, Joseph Weber, Jitendra Malik, Robust Multiple Car Tracking with Occlusion Reasoning european conference on computer vision. pp. 189- 196 ,(1994) , 10.1007/3-540-57956-7_22
Stephen J. Maybank, Anthony D. Worrall, Geoffrey D. Sullivan, A Filter for Visual Tracking Based on a Stochastic Model for Driver Behaviour european conference on computer vision. pp. 540- 549 ,(1996) , 10.1007/3-540-61123-1_168
K. Rohr, Incremental recognition of pedestrians from image sequences computer vision and pattern recognition. pp. 8- 13 ,(1993) , 10.1109/CVPR.1993.341008
T.F. Cootes, C.J. Taylor, A. Lanitis, D.H. Cooper, J. Graham, Building and using flexible models incorporating grey-level information international conference on computer vision. pp. 242- 246 ,(1993) , 10.1109/ICCV.1993.378212
Andrew Blake, Rupert Curwen, Andrew Zisserman, A framework for spatiotemporal control in the tracking of visual contours International Journal of Computer Vision. ,vol. 11, pp. 127- 145 ,(1993) , 10.1007/BF01469225
H.-H. Nagel, From image sequences towards conceptual descriptions Image and Vision Computing. ,vol. 6, pp. 59- 74 ,(1988) , 10.1016/0262-8856(88)90001-7
Adam Baumberg, David Hogg, Learning flexible models from image sequences european conference on computer vision. pp. 299- 308 ,(1994) , 10.1007/3-540-57956-7_34
T. N. Tan, G. D. Sullivan, K. D. Baker, Linear Algorithms for Object Pose Estimation british machine vision conference. pp. 600- 609 ,(1992) , 10.1007/978-1-4471-3201-1_62
Visual interpretation of known objects in constrained scenes Philosophical Transactions of the Royal Society B. ,vol. 337, pp. 361- 370 ,(1992) , 10.1098/RSTB.1992.0114