A comparative evaluation of combined feature detectors and descriptors in different color spaces for stereo image matching of tree

A comparative evaluation of combined feature detectors and descriptors in different color spaces... •The performance of 12 combinations of well-known detectors and descriptors on stereo image pairs of an artifact tree was compared.•The largest number of keypoints were detected by MSER and SURF detectors almost in all possible spaces.•Best combinations used from SURF detector and descriptor when the precision and recall results were considered.•Comparing the various combinations in different spaces, RGB and Y spaces were the best spaces to implement combinations.•The best results were obtained when the SURF detector was combined with the SURF descriptor. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Scientia Horticulturae Elsevier

A comparative evaluation of combined feature detectors and descriptors in different color spaces for stereo image matching of tree

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Publisher
Elsevier
Copyright
Copyright © 2017 Elsevier B.V.
ISSN
0304-4238
eISSN
1879-1018
D.O.I.
10.1016/j.scienta.2017.10.030
Publisher site
See Article on Publisher Site

Abstract

•The performance of 12 combinations of well-known detectors and descriptors on stereo image pairs of an artifact tree was compared.•The largest number of keypoints were detected by MSER and SURF detectors almost in all possible spaces.•Best combinations used from SURF detector and descriptor when the precision and recall results were considered.•Comparing the various combinations in different spaces, RGB and Y spaces were the best spaces to implement combinations.•The best results were obtained when the SURF detector was combined with the SURF descriptor.

Journal

Scientia HorticulturaeElsevier

Published: Jan 26, 2018

References

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