Machine Learning and Embedded Computing in Advanced Driver Assistance Systems (ADAS)

This book contains the latest research on machine learning and embedded computing in advanced driver assistance systems (ADAS). It encompasses research in detection, tracking, LiDAR

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Year of Publication:2019
Language:English
Physical Description:1 electronic resource (344 p.)
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245 1 0 |a Machine Learning and Embedded Computing in Advanced Driver Assistance Systems (ADAS) 
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653 |a neural networks 
653 |a driver monitoring 
653 |a navigation 
653 |a depthwise separable convolution 
653 |a optimization 
653 |a dynamic path-planning algorithms 
653 |a object tracking 
653 |a sub-region 
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653 |a convolutional neural networks 
653 |a DSRC 
653 |a VANET 
653 |a joystick 
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653 |a deep leaning 
653 |a squeeze-and-excitation 
653 |a electric vehicles 
653 |a perception in challenging conditions 
653 |a T-S fuzzy neural network 
653 |a total vehicle mass of the front vehicle 
653 |a electrocardiogram (ECG) 
653 |a communications 
653 |a generative adversarial nets 
653 |a camera 
653 |a adaptive classifier updating 
653 |a Vehicle-to-X communications 
653 |a convolutional neural network 
653 |a predictive 
653 |a Geobroadcast 
653 |a infinity norm 
653 |a urban object detector 
653 |a machine learning 
653 |a automated-manual transition 
653 |a red light-running behaviors 
653 |a photoplethysmogram (PPG) 
653 |a panoramic image dataset 
653 |a parallel architectures 
653 |a visual tracking 
653 |a autopilot 
653 |a ADAS 
653 |a kinematic control 
653 |a GPU 
653 |a road lane detection 
653 |a obstacle detection and classification 
653 |a Gabor convolution kernel 
653 |a autonomous vehicle 
653 |a Intelligent Transport Systems 
653 |a driving decision-making model 
653 |a Gaussian kernel 
653 |a autonomous vehicles 
653 |a enhanced learning 
653 |a ethical and legal factors 
653 |a kernel based MIL algorithm 
653 |a image inpainting 
653 |a fusion 
653 |a terrestrial vehicle 
653 |a driverless 
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653 |a map generation 
653 |a object detection 
653 |a interface 
653 |a machine vision 
653 |a driving assistance 
653 |a blind spot detection 
653 |a deep learning 
653 |a relative speed 
653 |a autonomous driving assistance system 
653 |a discriminative correlation filter bank 
653 |a recurrent neural network 
653 |a emergency decisions 
653 |a LiDAR 
653 |a real-time object detection 
653 |a vehicle dynamics 
653 |a path planning 
653 |a actuation systems 
653 |a maneuver algorithm 
653 |a autonomous driving 
653 |a smart band 
653 |a the emergency situations 
653 |a two-wheeled 
653 |a support vector machine model 
653 |a global region 
653 |a biological vision 
653 |a automated driving 
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