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2000 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'00) - Volume 2
Scene Modeling for Wide Area Surveillance and Image Synthesis
Hilton Head, South Carolina
June 13-June 15
ISBN: 0-7695-0662-3
| ASCII Text | x | ||
| Anurag Mittal, Dan Huttenlocher, "Scene Modeling for Wide Area Surveillance and Image Synthesis," 2012 IEEE Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 2160, 2000 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'00) - Volume 2, 2000. | |||
| BibTex | x | ||
| @article{ 10.1109/CVPR.2000.854767, author = {Anurag Mittal and Dan Huttenlocher}, title = {Scene Modeling for Wide Area Surveillance and Image Synthesis}, journal ={2012 IEEE Conference on Computer Vision and Pattern Recognition}, volume = {2}, year = {2000}, issn = {1063-6919}, pages = {2160}, doi = {http://doi.ieeecomputersociety.org/10.1109/CVPR.2000.854767}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2012 IEEE Conference on Computer Vision and Pattern Recognition TI - Scene Modeling for Wide Area Surveillance and Image Synthesis SN - 1063-6919 SP EP A1 - Anurag Mittal, A1 - Dan Huttenlocher, PY - 2000 KW - Image Registration KW - Activity Monitoring KW - Moving Object Detection VL - 2 JA - 2012 IEEE Conference on Computer Vision and Pattern Recognition ER - | |||
We present a method for modeling a scene that is observed by a moving camera, where only a portion of the scene is visible at any time. This method uses mixture models to represent pixels in a panoramic view, and to construct a “background image” that contains only static (non-moving) parts of the scene. The method can be used to reliably detect moving objects in a video sequence, detect patterns of activity over a wide field of view, and remove moving objects from a video or panoramic mosaic. The method also yields improved results in detecting moving objects and in constructing mosaics in the presence of moving objects, when compared with techniques that are not based on scene modeling. We present examples illustrating the results.
Index Terms:
Image Registration, Activity Monitoring, Moving Object Detection
Citation:
Anurag Mittal, Dan Huttenlocher, "Scene Modeling for Wide Area Surveillance and Image Synthesis," cvpr, vol. 2, pp.2160, 2000 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'00) - Volume 2, 2000
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