Harman International Industries, Inc.

Roman Dmitrievich Vlasov

Dmitry Aleksandrovich Yashunin

Joseph Verbeke

Andrey Viktorovich Filimonov

Tamir Igorevich Baydasov

Methods and systems are provided for facial detection techniques for image processing neural networks. In one example, a method may include collecting multi-channel outputs of a set of context modules, providing them to both a face detection head and a landmark localization head of the neural network. The face detection head may then generate bounding boxes which are also provided to the landmark localization head. Based on the output of the context modules and the bounding boxes, the landmark localization head may provide an output including a set of landmark indicators.

Multi-task face detector and landmark detector

Computer-implemented method for determining coordinates of navigation key points indicative of road sign locations and/or turn points, the method comprising: collecting, as a first training data subset, one or more first images of a first camera comprised in a mobile device; obtaining, as a second training data subset, image-related coordinates of navigation key points related to the images of the first training data subset; supplying the first training data subset and the second training data subset to an artificial neural network as a training dataset; training the artificial neural network on the training dataset to predict image-related coordinates of navigation key points indicative of road sign locations and/or turn points; capturing a second image of a second camera as an input dataset, processing the input dataset by the artificial neural network to predict image-related coordinates of navigation key points indicative of road sign locations and/or turn points.

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Nizhniy Novgorod, Russia

Roman Dmitrievich Vlasov