Title :
Hierarchical motion estimator (HME) for block-based video coders
Author :
Accame, M. ; De Natale, F.G.B. ; Giusto, D.D.
Author_Institution :
Dept. of Biophys. & Electron. Eng., Genova Univ., Italy
fDate :
11/1/1997 12:00:00 AM
Abstract :
A hierarchical block-based motion estimation strategy for video sequence coding is proposed, which allows to reduce both the computational load and the number of transmitted motion vectors. The estimation is performed by first computing a coarse motion field at the lowest resolution of a Gaussian pyramid and then propagating and refining it till the maximum resolution. the main innovations concern the adaptive vector propagation and updating strategy, which allow an efficient recovery from wrong estimates while maintaining a low computational load. The advantages of the proposed method are manifold: first, it is able to decrease the computation of even two orders magnitude for an equivalent compensation; second, it generates a lower number of motion vectors, resulting in a lower information rate; third, it produces a more homogeneous motion field, thus easing a successive segmentation
Keywords :
Gaussian processes; adaptive systems; channel capacity; image resolution; image segmentation; image sequences; motion compensation; motion estimation; video coding; Gaussian pyramid; adaptive updating; adaptive vector propagation; block-based motion estimation; block-based video coders; coarse motion field; computational load reduction; hierarchical motion estimator; information rate; motion compensation; motion vector; successive segmentation; video sequence coding; Decoding; Design for disassembly; Error correction; Image reconstruction; Layout; Motion compensation; Motion estimation; Robustness; Spatial resolution; Video coding;
Journal_Title :
Consumer Electronics, IEEE Transactions on