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A new space and time correlation filter is described. This filter achieves full in-plane distortion invariance (shift, scale, and rotation) as well as intensity invariance. The use of nonconstant temporal signatures for multiclass recognition is suggested. Initial discrimination results as well as the results demonstrating the ability to estimate the orientation of the input object are provided.
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Mahalanobis et al. (1986) studied this question.
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