A Novel SSDA-based Block Matching Algorithm for Image Stabilization

被引：3

作者：

Wang Zhongkai ^{[1
]}

Wang Bo ^{[1
]}

Zhou Zhiqiang ^{[1
]}

Dong Ranran ^{[1
]}

机构：

[1] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China

来源：

2015 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS IHMSC 2015, VOL I | 2015年

关键词：

block matching; SSDA; image stabilization; Sparsity Strategy; Weighted MAD-based Voting Theory; SEARCH ALGORITHM; MOTION;

D O I：

10.1109/IHMSC.2015.55

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, a novel SSDA-based block matching algorithm for image stabilization is proposed. Block matching is a general and most frequently used image stabilization method with high stability and quality. And the Sequential Similarity Detection Algorithm (SSDA) is an efficient tool in the determination of local similarity between two data sets. Therefore we put forward an improved SSDA to accelerate the processing speed. Besides, Sparsity Strategy and Weighted MAD-based Voting Theory are also introduced. Experimental results demonstrate that the proposed method outperforms previous algorithms in terms of rapidity and accuracy.

引用

页码：286 / 290

页数：5

共 50 条

[41] FPGA-based architecture for block-matching motion estimation algorithm
Reddy, V. S. K.
Sengupta, Somnath
WMSCI 2007 : 11TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL V, POST CONFERENCE ISSUE, PROCEEDINGS, 2007, : 205 - 208
[42] Block matching algorithm for motion estimation based on Artificial Bee Colony (ABC)
Cuevas, Erik
Zaldivar, Daniel
Perez-Cisneros, Marco
Sossa, Humberto
Osuna, Valentin
APPLIED SOFT COMPUTING, 2013, 13 (06) : 3047 - 3059
[43] Fast partial difference elimination algorithm based on block matching error prediction
Shin, Se-Ill
Lee, Sangkeun
Oh, Jeong-Su
OPTICAL ENGINEERING, 2007, 46 (04)
[44] Digital image stabilization algorithm based on mean Shift corner tracking
Pengjian
minqing
xuzhiqiang
MECHANICAL AND ELECTRONICS ENGINEERING III, PTS 1-5, 2012, 130-134 : 3155 - +
[45] Efficient NCC-Based Image Matching Based on Novel Hierarchical Bounds
Wei, Shou-Der
Pan, Wei-Hau
Lai, Shang-Hong
ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2009, 2009, 5879 : 807 - +
[46] Rapid block matching based nonlinear registration on GPU for image guided radiation therapy
Wang, An
Disher, Brandon
Carnes, Greg
Peters, Terry M.
MEDICAL IMAGING 2010: VISUALIZATION, IMAGE-GUIDED PROCEDURES, AND MODELING, 2010, 7625
[47] Image Filter Based on Block Matching, Discrete Cosine Transform and Principal Component Analysis
Callejas Ramos, Alejandro I.
Felipe-Riveron, Edgardo M.
Manrique Ramirez, Pablo
Pogrebnyak, Oleksiy
ADVANCES IN COMPUTATIONAL INTELLIGENCE, MICAI 2016, PT I, 2017, 10061 : 414 - 424
[48] Grey wolf optimizer-based learning automata for solving block matching problem
Betka, Abir
Terki, Nadjiba
Toumi, Abida
Dahmani, Habiba
SIGNAL IMAGE AND VIDEO PROCESSING, 2020, 14 (02) : 285 - 293
[49] Block-Matching Based Multimodal Medical Image Fusion via PCNN with SML
Hu Shaohai
Yang Dongsheng
Liu Shuaiqi
Ma Xiaole
PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016), 2016, : 13 - 18
[50] Block Matching Local SVD Operator Based Sparsity and TV Regularization for Image Denoising
Liu, Jun
Osher, Stanley
JOURNAL OF SCIENTIFIC COMPUTING, 2019, 78 (01) : 607 - 624

← 1 2 3 4 5 →