JOURNAL ARTICLE

Coherent block-based motion estimation for motion-compensated frame rate up-conversion

Abstract

This paper introduces a novel spatial coherence constraint and a motion field refinement method to enhance the accuracy of motion estimation and to reduce artifacts for motion-compensated frame rate up-conversion. A low-complexity algorithm is described to impose the spatial coherence constraint. Experiments demonstrate that the proposed motion estimation method reduces artifacts around small or thin objects and improves the PSNR for interpolated frames comparing to the 3-D recursive search motion estimator.

Keywords:
Motion estimation Quarter-pixel motion Computer science Motion field Computer vision Estimator Constraint (computer-aided design) Coherence (philosophical gambling strategy) Artificial intelligence Block-matching algorithm Inter frame Motion (physics) Frame rate Block (permutation group theory) Motion compensation Structure from motion Spatial coherence Frame (networking) Algorithm Reference frame Mathematics Video processing Video tracking

Metrics

5
Cited By
1.28
FWCI (Field Weighted Citation Impact)
4
Refs
0.81
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Vision and Imaging
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Video Coding and Compression Technologies
Physical Sciences →  Computer Science →  Signal Processing
Advanced Image Processing Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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