2016
DOI: 10.1016/j.imavis.2016.04.013
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On designing practical long range near infrared-based face recognition systems

Abstract: Although automated face recognition (AFR) is a well-studied problem with a history of more than three decades, it is still far from being considered a solved problem for the case of difficult exposure conditions, such as during night-time,

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Cited by 8 publications
(5 citation statements)
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“…Bourlai et al [61] used a Multi-Feature Scenario Dependent Fusion (MFSDF). First, the features were extracted using LBP, GABOR and HOG.…”
Section: Fusionmentioning
confidence: 99%
See 1 more Smart Citation
“…Bourlai et al [61] used a Multi-Feature Scenario Dependent Fusion (MFSDF). First, the features were extracted using LBP, GABOR and HOG.…”
Section: Fusionmentioning
confidence: 99%
“…The MFSDF was compared with other face recognition methods, such as, PCA and linear discriminant analysis (LDA). The WVU NIR Mid-Range database [61] was used.…”
Section: Fusionmentioning
confidence: 99%
“…Now let us consider an image obtained in the optical and infrared range using a thermal imager that detects thermal radiation at wavelengths from 3 to 15 μm [17] (such radiation corresponds to the thermal processes on a human body surface) and is set at 1.5 meters from the object of examination. (Figure 1).…”
Section: Object Detection Using Cascade Of Classifiersmentioning
confidence: 99%
“…extremum values ms , Ms , Ds is more informative than the one using the traditional mean vector and covariance matrix. As this Equation 7holds for grayscale images, they may carry less information than the color frame sequences [17,21]. The estimation of the pixel belonging to the background image can also be performed by modeling the multimodal probability distribution function:…”
Section: Object Detection Using Cascade Of Classifiersmentioning
confidence: 99%
“…Near Infrared Mid-Range Camera: The mid-range camera system used in this work is a NIR camera (provided by Vumii Imaging Inc.) that operates at 850 nm. It is a unique outdoor perimeter and border surveillance camera system, and its bulk version integrates (i) an NIR LED illuminator that is invisible to the human eye, (ii) a camera with high-magnification optics (continuous optical long-focal length zoom) placed on a precision pan-tilt platform [7,68].…”
Section: Night Time Imagery Long Distance Nir Databasementioning
confidence: 99%