2018 · 11 citations · 4 references
EngineeringAutonomous SystemsElectrical EngineeringAutonomous VehiclesPhotonicsSensors3D Imaging3D ReconstructionLaser PhysicsOptical DetectorsOptical SensingPhotodetectors3D Image AcquisitionLidar Data AcquisitionLidar InstrumentationLidar SensorsLidar SystemsPhoton-counting LidarPower OutputReal-time Interactive Systems
LiDAR (laser based radar) systems are a major part of many new real-world interactive systems, one of the most notable being autonomous cars. The current market LiDAR systems are limited by detector sensitivity: when output power is at eye-safe levels, the range is limited. Long range operation also slows image acquisition as ight-time increases. We present an approach that combines a high sensitivity photon number resolving diode with machine learning and a micro-mechanical digital mirror device to achieve safe and fast long range 3D scanning.
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Sparsity and incoherence in compressive sampling
Emmanuel J. Candès, Justin Romberg · Inverse Problems · 2007 · 2.1K citations · Full text