Video compression using hybrid hexagon search and teaching-learning-based optimization technique for 3D reconstruction

被引:8
作者
Veerasamy, B. [1 ]
Annadurai, S. [2 ]
机构
[1] Hindusthan Coll Engn & Technol, Dept Elect & Commun Engn, Coimbatore, Tamil Nadu, India
[2] Hindusthan Coll Engn & Technol, Dept Comp Sci, Coimbatore, Tamil Nadu, India
关键词
Motion estimation; Hexagonal search; Compression; Block-matching algorithm; Peak signal to noise ratio; MOTION ESTIMATION; ALGORITHM;
D O I
10.1007/s00530-020-00699-w
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Motion estimation from a video sequence is an interesting issue in video processing. Nowadays, research has been focused on global optimization techniques, that estimate the optical flow for pixel neighborhoods. In this paper, a hybrid statistically effective motion estimation procedure has been proposed for better effectiveness video compression. This method explores by utilizing a hexagonal search pattern with a secure number of search points at every lattice. It uses the association among bordering pixels within the frame. So as to diminish the computative intricacy, this methodology uses hybrid hexagon search and teaching-learning based optimization algorithm. This method additionally decreases the computational unpredictability of block matching procedure. The image quality has been confirmed through 3D reconstruction using structured light techniques. This strategy has been contrasted with different existing strategies and hereby utilizing the hexagon search-based teaching-learning optimization algorithm could get a higher precision interms of PSNR of 44.36%, MSE of 2.40 and compression ratio of 7.50.
引用
收藏
页码:45 / 59
页数:15
相关论文
共 19 条
[1]  
Aziz T, 2014, INT J EMERGING TECHN, V2, P667
[2]  
Balle J., 2017, ICLR, P1
[3]   IMPROVED H.264-BASED VIDEO CODING USING AN ADAPTIVE TRANSFORM [J].
Biswas, Moyuresh ;
Pickering, Mark R. ;
Frater, Michael R. .
2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 2010, :165-168
[4]   MARVisT: Authoring Glyph-Based Visualization in Mobile Augmented Reality [J].
Chen, Zhutian ;
Su, Yijia ;
Wang, Yifang ;
Wang, Qianwen ;
Qu, Huamin ;
Wu, Yingcai .
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2020, 26 (08) :2645-2658
[5]  
Díaz-Cortés MA, 2017, INTEL SYST REF LIBR, V129, P13, DOI 10.1007/978-3-319-57813-2_2
[6]  
Kumar R., 2019, INT C INT COMP COMM, P698
[7]  
Kumar R, 2019, EKOLOJI, V28, P17
[8]   Variable Block-Sized Signal-Dependent Transform for Video Coding [J].
Lan, Cuiling ;
Xu, Jizheng ;
Zeng, Wenjun ;
Shi, Guangming ;
Wu, Feng .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 28 (08) :1920-1933
[9]   A NEW 3-STEP SEARCH ALGORITHM FOR BLOCK MOTION ESTIMATION [J].
LI, RX ;
ZENG, B ;
LION, ML .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1994, 4 (04) :438-442
[10]   A simple and efficient search algorithm for block-matching motion estimation [J].
Lu, JH ;
Liou, ML .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (02) :429-433