JOURNAL ARTICLE

A Novel Kite Cross Hexagonal Search Algorithm for Fast Block Motion Estimation

Tareq Zaid HamoodMatheel E. Abdulmunem

Year: 2021 Journal:   Journal of Physics Conference Series Vol: 1804 (1)Pages: 012026-012026   Publisher: IOP Publishing

Abstract

Abstract The performance quality and searching speed of Block Matching (BM) algorithm are affected by shapes and sizes of the search patterns used in the algorithm. In this paper, Kite Cross Hexagonal Search (KCHS) is proposed. This algorithm uses different search patterns (kite, cross, and hexagonal) to search for the best Motion Vector (MV). In first step, KCHS uses cross search pattern. In second step, it uses one of kite search patterns (up, down, left, or right depending on the first step). In subsequent steps, it uses large/small Hexagonal Search (HS) patterns. This new algorithm is compared with several known fast block matching algorithms. Comparisons are based on search points and Peak Signal to Noise Ratio (PSNR). According to results obtained in this paper, KCHS needs less search time than others algorithms and gives very acceptable performance quality.

Keywords:
Block (permutation group theory) Algorithm Hexagonal crystal system Search algorithm Matching (statistics) Binary search algorithm Mathematics Kite Motion vector Computer science Artificial intelligence Combinatorics Image (mathematics) Geometry

Metrics

1
Cited By
0.10
FWCI (Field Weighted Citation Impact)
29
Refs
0.35
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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