This is an edited collection by world-class experts, from diverse fields, focusing on integrating smart in-vehicle systems with human factors to enhance safety in automobiles. The book presents developments on road safety, in-vehicle technologies and state-of-the art systems. Includes coverage of DSP technologies in adaptive automobiles, algorithms and evaluation of in-car communication systems, driver-status monitoring and stress detection, in-vehicle dialogue systems and human-machine interfaces, challenges in video and audio processing for in-vehicle products, multi-sensor fusion for driver identification and vehicle to infrastructure wireless technologies.
Inhaltsverzeichnis
Part I: Sensor and Data Fusion. - Computational Aspects of Maximum Likelihood DOA Estimation of Two Targets with Applications to Automotive Radar. - Dense 3D Motion Field Estimation from a Moving Observer in Real-Time. - Intelligence in the Automobile of the Future. - Unmanned Ground Vehicle Otonobil: Design, Perception, and Decision Algorithms. - Part II: Speech and Audio Processing. - Car Hands-Free Testing and Optimization - An Overview. - A Wideband Automotive Hands-free System for Mobile HD Voice Services. - In-Car Communication. - Room in a Room: A Neglected Concept for Auralization. - Refinement and Temporal Interpolation of Short-Term Spectra Theory and Applications. - Part III: Driver Distraction. - Effects of Multi-Tasking on Drivability through CAN-Bus Analysis. - Using Perceptual Evaluation to Quantify Cognitive and Visual Driver Distractions. - Part IV: Driving Behavior and User Profiling. - Evaluation Method for Safe Driving Skill Based on Driving Behavior Analysis and Situational Information at Intersections. - Pre- and Post-Accident Emotion Analysis on Driving Behaviour. - Part V: Driving Scene Analysis. - Content-Based Driving Scene Retrieval Using Driving Behavior and Environmental Driving Signals. - Driving Event Detection by Low-Complexity Analysis of Video Encoding Features. - Target Shape Estimation Using an Automotive Radar.
