DEEP NEURAL NETWORK PROCESSING FOR SENSOR BLINDNESS DETECTION IN AUTONOMOUS MACHINE APPLICATIONS

• Main Authors: NISTER, David, PARK, Minwoo, BAJPAYEE, Abhishek, CVIJETIC, Neda, SEO, Hae-Jong
• Format: Patent
• Language: English; French
• Published: 04.06.2020
• Subjects: CALCULATING; COMPUTING; COUNTING; PHYSICS

In various examples, a deep neural network (DNN) is trained for sensor blindness detection using a region and context-based approach. Using sensor data, the DNN may compute locations of blindness or compromised visibility regions as well as associated blindness classifications and/or blindness attri...