Sorry, you need to enable JavaScript to visit this website.

facebooktwittermailshare

FAST IMAGE MATCHING BASED ON FOURIER-MELLIN PHASE CORRELATION FOR TAG-LESS IDENTIFICATION OF MASS-PRODUCED PARTS

Abstract: 

This paper proposes a fast technique for matching a query image to numerous database images under geometric variations in rotation, scale, and translation. Our proposed method extracts the Fourier-Mellin phase features from the images for invariant matching. The online matching process in our method is fast because it directly determines identification based on the correlation value between those features without the geometric alignment. Our method also proposes selecting only the low frequency bands of those features to be matched for improving identification accuracies, as the high frequency bands tend to be inaccurate in Fourier-Mellin transform. The benefits of our method were verified in our experiments to match the “fingerprint” images of 1,210 metal shafts. The processing time of the 1-vs.-1,210 matching was only 0.136 seconds on a standard desktop computer, and all individuals were identified with no errors.

up
0 users have voted:

Paper Details

Authors:
Toru Takahashi, Kengo Makino, Yuta Kudo
Submitted On:
20 November 2018 - 2:22am
Short Link:
Type:
Demo
Event:
Presenter's Name:
Rui Ishiyama
Paper Code:
GS-P.7.5
Document Year:
2018
Cite

Document Files

20181128-GlobalSIP2018_Poster_V3.pdf

(65)

Movie-Demo-ShaftID_v4.zip

(57)

Subscribe

[1] Toru Takahashi, Kengo Makino, Yuta Kudo , "FAST IMAGE MATCHING BASED ON FOURIER-MELLIN PHASE CORRELATION FOR TAG-LESS IDENTIFICATION OF MASS-PRODUCED PARTS", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3693. Accessed: Jul. 23, 2019.
@article{3693-18,
url = {http://sigport.org/3693},
author = {Toru Takahashi; Kengo Makino; Yuta Kudo },
publisher = {IEEE SigPort},
title = {FAST IMAGE MATCHING BASED ON FOURIER-MELLIN PHASE CORRELATION FOR TAG-LESS IDENTIFICATION OF MASS-PRODUCED PARTS},
year = {2018} }
TY - EJOUR
T1 - FAST IMAGE MATCHING BASED ON FOURIER-MELLIN PHASE CORRELATION FOR TAG-LESS IDENTIFICATION OF MASS-PRODUCED PARTS
AU - Toru Takahashi; Kengo Makino; Yuta Kudo
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3693
ER -
Toru Takahashi, Kengo Makino, Yuta Kudo . (2018). FAST IMAGE MATCHING BASED ON FOURIER-MELLIN PHASE CORRELATION FOR TAG-LESS IDENTIFICATION OF MASS-PRODUCED PARTS. IEEE SigPort. http://sigport.org/3693
Toru Takahashi, Kengo Makino, Yuta Kudo , 2018. FAST IMAGE MATCHING BASED ON FOURIER-MELLIN PHASE CORRELATION FOR TAG-LESS IDENTIFICATION OF MASS-PRODUCED PARTS. Available at: http://sigport.org/3693.
Toru Takahashi, Kengo Makino, Yuta Kudo . (2018). "FAST IMAGE MATCHING BASED ON FOURIER-MELLIN PHASE CORRELATION FOR TAG-LESS IDENTIFICATION OF MASS-PRODUCED PARTS." Web.
1. Toru Takahashi, Kengo Makino, Yuta Kudo . FAST IMAGE MATCHING BASED ON FOURIER-MELLIN PHASE CORRELATION FOR TAG-LESS IDENTIFICATION OF MASS-PRODUCED PARTS [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3693