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Dynamic Texture Recognition Using Time-Causal and Time-Recursive Spatio-Temporal Receptive Fields
2018
Journal of Mathematical Imaging and Vision
This work presents a first evaluation of using spatio-temporal receptive fields from a recently proposed time-causal spatio-temporal scale-space framework as primitives for video analysis. We propose a new family of video descriptors based on regional statistics of spatio-temporal receptive field responses and evaluate this approach on the problem of dynamic texture recognition. Our approach generalises a previously used method, based on joint histograms of receptive field responses, from the
doi:10.1007/s10851-018-0826-9
fatcat:pjqqkkwgifha7pvpqcxat6b5ky