2018 · 58 citations · 29 references
ComputingComputer ScienceCybersecurityComputer VisionMachine LearningSensor FusionFace PerceptionFace RecognitionImage FusionPattern RecognitionThermal SensorsConvolutional Neural NetworksFace Feature ExtractionFace VerificationLightingReal-world ApplicationSurveillance SystemsThermal Image ClassificationThermal Sensing
The popularity of surveillance systems grows as well as a need for better security systems particularly in a bad lighting conditions or at night. The aim of a security system is to collect as many details as possible to enable a better recognition of persons. In this paper, a comparison of representative thermal face recognition methods will be given, emphasizing their strengths and weaknesses. Then, trends in the development of surveillance and security systems will be outlined such as fusion of visible and thermal images and use of convolutional neural networks. Also, existing challenges of thermal facial recognition and its applications in a real world will be pointed out.
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