2020 · 16 citations · 6 references
ComputingComputer ScienceComputer VisionMachine LearningMachine VisionDeep LearningFace RecognitionImage AnalysisImage ProcessingObject DetectionPattern RecognitionConvolutional Neural Network DetectionConvolutional Neural NetworksFace Feature ExtractionFacial Recognition Systems
The paper is devoted to estimation of the effectiveness of the use of modern convolutional neural networks for face detection. On standard open datasets, learning of neural networks and comparison of the effectiveness of their functioning are carried out. Conclusions are drawn regarding the practical application of the neural networks for detecting faces on digital photographs.
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Vadym Mukhin, Anton Rohovyi, Nataliia Kosenko et al. · International Journal of Intelligent Systems and Applications · 2017 · 22 citations · Full text