Temporal Multi - scale Models for Flow
نویسندگان
چکیده
A model for computing image ow in image sequences containing a very wide range of instantaneous ows is proposed. This model integrates the spatio-temporal image derivatives from multiple temporal scales to provide both reliable and accurate instantaneous ow estimates. The integration employs robust regression and automatic scale weighting in a generalized brightness constancy framework. In addition to instantaneous ow estimation the model supports recovery of dense estimates of image acceleration and can be readily combined with parameterized ow and acceleration models. A demonstration of performance on image sequences of typical human actions taken with a high frame-rate camera, is given.
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