Algorithm & SoC Design for Automotive Vision Systems

Algorithm & SoC Design for Automotive Vision Systems

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An emerging trend in the automobile industry is its convergence with information technology (IT). Indeed, it has been estimated that almost 90% of new automobile technologies involve IT in some form. Smart driving technologies that improve safety as well as green fuel technologies are quite representative of the convergence between IT and automobiles. The smart driving technologies include three key elements: sensing of driving environments, detection of objects and potential hazards and the generation of driving control signals including warning signals. Although radar-based systems are primarily used for sensing the driving environments, the camera has gained importance in advanced driver assistance systems (ADAS). This book covers system-on-a-chip (SoC) designsa€”including both algorithms and hardwarea€”related with image sensing and object detection by using the camera for smart driving systems. It introduces a variety of algorithms such as lens correction, super resolution, image enhancement and object detections from the images captured by low-cost vehicle camera. This is followed by implementation issues such as SoC architecture, hardware accelerator, software development environment and reliability techniques for automobile vision systems. This book is aimed for the new and practicing engineers in automotive and chip-design industries to provide some overall guidelines for the development of automotive vision systems. It will also help graduate students understand and get started for the research work in this field.In 2006, FlexRay protocol was first applied to the electronically controlled dampers of BMW X5 series. ... At the same time, it provides unique quality of service for transmission of audio and video services. ... The red line indicates that it is imperative to diagnose any failure in 10 Reliability Issues for Automobile SoCs 271anbsp;...

Title:Algorithm & SoC Design for Automotive Vision Systems
Author:Jaeseok Kim, Hyunchul Shin
Publisher:Springer - 2014-06-29


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