Feature Point Descriptors

This manuscript evaluates the behavior of classical feature point descriptors when they are used in images from long-wave infrared spectral band and compare them with the results obtained in the visible spectrum. Robustness to changes in rotation, scaling, blur, and additive noise are analyzed using...

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Bibliographic Details
Authors: Ricaurte, Pablo, Chilán, Carmen, Aguilera, Cristhian A.|||0000-0003-2504-9305, Vintimilla, Boris X.|||0000-0001-8904-0209, Sappa, Angel|||0000-0003-2468-0031
Format: article
Publication Date:2014
Country:España
Institution:Universitat Autònoma de Barcelona
Repository:Dipòsit Digital de Documents de la UAB
Language:English
OAI Identifier:oai:ddd.uab.cat:167623
Online Access:https://ddd.uab.cat/record/167623
https://dx.doi.org/urn:doi:10.3390/s140203690
Access Level:Open access
Keyword:Cross-spectral imaging
Feature point descriptors
Description
Summary:This manuscript evaluates the behavior of classical feature point descriptors when they are used in images from long-wave infrared spectral band and compare them with the results obtained in the visible spectrum. Robustness to changes in rotation, scaling, blur, and additive noise are analyzed using a state of the art framework. Experimental results using a cross-spectral outdoor image data set are presented and conclusions from these experiments are given.