Paper Title:
Fast Feature-Based Template Matching, Based on Efficient Keypoint Extraction
  Abstract

In order to improve the performance of feature-based template matching techniques, several research papers have been published. Real-time applications require the computational complexity of keypoint matching algorithms to be as low as possible. In this paper, we propose a method to improve the keypoint detection stage of feature-based template matching algorithms. Our experiment results show that the proposed method outperforms keypoint matching techniques in terms of speed, keypoint stability and repeatability.

  Info
Periodical
Advanced Materials Research (Volumes 341-342)
Edited by
Liu Guiping
Pages
798-802
DOI
10.4028/www.scientific.net/AMR.341-342.798
Citation
A. Tavakol, M. Soltanian, "Fast Feature-Based Template Matching, Based on Efficient Keypoint Extraction", Advanced Materials Research, Vols. 341-342, pp. 798-802, 2012
Online since
September 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Can Ding, Chang Wen Qu, Feng Su
Chapter 9: Signal & Data Processing Technology and System
Abstract:The high dimension and complexity of feature descriptor of Scale Invariant Feature Transform (SIFT), not only occupy the memory spaces, but...
1232
Authors: Zheng Guang Xu, Chen Chen, Xu Hong Liu
Chapter 3: Data Acquisition and Data Processing
Abstract:Many computer vision applications need keypoint correspondence between images under different view conditions. Generally speaking,...
143
Authors: Xing Xiong, Byung Jae Choi
Chapter 4: Artificial Intelligence, Data Mining and Data Processing
Abstract:SURF (Speeded Up Robust Features) is known to be a famous and strong but computationally still expensive.It has not attained real-time...
523
Authors: Yu Han Yang, Yao Qin Xie
Chapter 5: Image and Video Processing
Abstract:To improve the efficiency and accuracy of the conventional SIFT-TPS (Scale-invariant feature transform and Thin-Plate Spline) method in...
969