Multiresolution Motion Analysis and Synthesis

Region Completion in a Texture using Multiresolution Transforms

Abstract Natural images, textures and photographs are likely to be impaired by stains.  As a result a substantial portion of the image remains blurred. However, a method called region completion is adopted to fill in the tainted part by using the information from the portion left unblemished by stains. A novel method to perform this operation is proposed in this paper. The three significant sta...

A Coordinate-Invariant Approach to Multiresolution Motion Analysis

Multiresolution motion analysis has gained great research interest as a unified framework to facilitate a variety of motion editing tasks. In this framework, motion data are represented as a collection of coefficients that form a coarse-to-fine hierarchy. The coefficients at the coarsest level describe the global pattern of a motion signal, while those at fine levels provide different details a...

A Video-Driven Approach to Continuous Human Motion Synthesis

We propose a framework to reconstruct human motion based on monocular camera video and motion database. In this framework, we use silhouettes for rough motion estimation based on a set of discriminative features and search motion database to find out the exact motion clips that meet with the video content. We model motion as a first-order Markov process. The transition probabilities between mot...

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Multiresolution motion analysis has gained considerable research interest as a unified framework to facilitate a variety of motion editing tasks. Within this framework, motion data are represented as a collection of coefficients that form a coarseto-fine hierarchy. The coefficients at the coarsest level describe the global pattern of a motion signal, while those at fine levels provide details a...

The theory of matrix-valued multiresolution analysis frames