Svetlana G. Amosova

Using the deep neural networks for normal and abnormal situation recognition in the automatic access monitoring and control system of vehicles

O.S. Amosov, Svetlana G. Amosova, Y. S. Ivanov · Neural Computing and Applications · 2020 · 21 citations

Automotive Tracking, Convolutional Neural Network, Deep Neural Networks +10

Deep Neural Network Recognition of Rivet Joint Defects in Aircraft Products

O.S. Amosov, Svetlana G. Amosova, Ilya Olegovich Iochkov · Sensors · 2022 · 20 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Using the Ensemble of Deep Neural Networks for Normal and Abnormal Situations Detection and Recognition in the Continuous Video Stream of the Security System

O.S. Amosov, Svetlana G. Amosova, Y. S. Ivanov · Procedia Computer Science · 2019 · 19 citations · Full text

Anomaly Detection, Machine Learning, Intellectual Situation Classifier +19

Defects Detection and Recognition in Aviation Riveted Joints by Using Ultrasonic Echo Signals of Non-Destructive Testing

O.S. Amosov, Svetlana G. Amosova, Ilya Olegovich Iochkov · IFAC-PapersOnLine · 2021 · 15 citations · Full text

Damage Mechanism, Recurrent Neural Network, Engineering +15

Deep Neural Network Method of Recognizing the Critical Situations for Transport Systems by Video Images

O.S. Amosov, Svetlana G. Amosova, Y. S. Ivanov · Procedia Computer Science · 2019 · 13 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22