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Models of robust appearance, in line, on the basis of views for analysis of visual motion and visual tracking
Models of robust appearance, in line, on the basis of views for analysis of visual motion and visual tracking
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机译：基于视图的一致外观的健壮模型，用于分析视觉运动和视觉跟踪
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摘要
"Models of robust appearance, in line, on the basis of views for analysis of visual motion and visual tracking.A robust adaptive appearance model (120) is described that includes both a component of stable model (s), learned over the course of time, and a transient component (w / L),Learned over a relatively short time course (for example, a component of movement (W), 2 tables and / or another processing component (L).An algorithm of on line is used to adapt the parameters of the model of appearance over time.An implementation of this proposal is developed for a type of appearance based on responses of the filter of a pyramid airship.The model of appearance is used in a tracking algorithm based on motion (110) to provide robustness in the face of the external image, such as those caused by occlusions.It also provides the ability to adapt to natural changes in appearance, such as those due to facial expressions, or to variations in pose in 3D.
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