Region-based control points determination for multivector motion description

Motion description is a key clement in region-based video-coding approaches, becoming essential for low and very low bit-rate transmissions. Among the different advanced motion description approaches, multivector motion description (MMD) models the region motion through a variable number of motion vectors (MVs) applied on specific region points called control points (CPs). However, its application for region-based video coding would require the transmission of both MVs and CPs in order to adequately compensate each region motion. Here, a region-based control point determination strategy for MMD is proposed, which is strictly based on region contour information and the application of motion-interpolation accuracy constraints to drive the CP's location procedure. This approach offers two main advantages while keeping a reasonable computational cost: (1) it is able to operate on arbitrary-shaped regions of the image and (2) it allows the complete elimination of the transmission of any information related to the number and position of the CPs.

[1]  Hiroshi Harashima,et al.  Motion compensation based on spatial transformations , 1994, IEEE Trans. Circuits Syst. Video Technol..

[2]  Linda G. Shapiro,et al.  Computer and Robot Vision , 1991 .

[3]  Haibo Li,et al.  Image sequence coding at very low bit rates: a review , 1994, IEEE Trans. Image Process..

[4]  Ferran Marqués,et al.  Segmentation-based video coding system allowing the manipulation of objects , 1997, IEEE Trans. Circuits Syst. Video Technol..

[5]  Richard Szeliski,et al.  A layered video object coding system using sprite and affine motion model , 1997, IEEE Trans. Circuits Syst. Video Technol..

[6]  Christian Roux,et al.  Triangular active mesh for motion estimation , 1997, Signal Process. Image Commun..

[7]  Jean-Luc Dugelay,et al.  Differential methods for the identification of 2D and 3D motion models in image sequences , 1995, Signal Process. Image Commun..

[8]  M. Ghanbari,et al.  Motion compensation for very low bit-rate video , 1995, Signal Process. Image Commun..

[9]  A. Murat Tekalp,et al.  Digital Video Processing , 1995 .

[10]  George Wolberg,et al.  Digital image warping , 1990 .

[11]  Trevor G. Clarkson,et al.  Motion compensation using second-order geometric transformations , 1995, IEEE Trans. Circuits Syst. Video Technol..

[12]  Petros Maragos,et al.  Motion displacement estimation using an affine model for image matching , 1991 .

[13]  Narciso García,et al.  Efficient image segmentation for region-based motion estimation and compensation , 2000, IEEE Trans. Circuits Syst. Video Technol..

[14]  Petri Haavisto,et al.  Video coding using motion compensation with polynomial motion vector fields , 1997, Signal Process. Image Commun..

[15]  Luis Salgado,et al.  Multivector motion description for region-based very low bit-rate video coding , 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

[16]  Yutaka Yokoyama,et al.  Very low bit rate video coding using arbitrarily shaped region-based motion compensation , 1995, IEEE Trans. Circuits Syst. Video Technol..

[17]  Petri Haavisto,et al.  Temporal image sequence prediction using motion field interpolation , 1995, Signal Process. Image Commun..