LOCAL DESCRIPTOR MATCHING WITH SUPPORT VECTOR MACHINES
2010 ◽
Vol 07
(01)
◽
pp. 59-80
Keyword(s):
Local descriptor matching is the most overlooked stage of the three stages of the local descriptor process, and this paper proposes a new method for matching local descriptors based on support vector machines. Results from experiments show that the developed method is more robust for matching local descriptors for all image transformations considered. The method is able to be integrated with different local descriptor methods, and with different machine learning algorithms and this shows that the approach is sufficiently robust and versatile.
2018 ◽
Vol 7
(2.8)
◽
pp. 684
◽
2018 ◽
Vol 11
(3)
◽
pp. 1121
◽
2011 ◽
Vol 230-232
◽
pp. 625-628
2021 ◽