Autonomous Intelligent Vehicles : Theory, Algorithms, and Implementation (Advances in Computer Vision and Pattern Recognition) （2011）

Cheng, Hong

Springer London Ltd（2014/01発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 154 p.
• 言語 ENG
• 商品コード 9781447158691
• DDC分類 006

Full Description

This important text/reference presents state-of-the-art research on intelligent vehicles, covering not only topics of object/obstacle detection and recognition, but also aspects of vehicle motion control. With an emphasis on both high-level concepts, and practical detail, the text links theory, algorithms, and issues of hardware and software implementation in intelligent vehicle research. Topics and features: presents a thorough introduction to the development and latest progress in intelligent vehicle research, and proposes a basic framework; provides detection and tracking algorithms for structured and unstructured roads, as well as on-road vehicle detection and tracking algorithms using boosted Gabor features; discusses an approach for multiple sensor-based multiple-object tracking, in addition to an integrated DGPS/IMU positioning approach; examines a vehicle navigation approach using global views; introduces algorithms for lateral and longitudinal vehicle motion control.

Contents

Part I: Autonomous Intelligent Vehicles.- Introduction.- The State of the Art in USA.- The Framework of Intelligent Vehicles.- Part II: Environment Perception and Modeling.- Road Detection and Tracking.- Vehicle Detection and Tracking.- Multiple-Sensor Based Multiple-Object Tracking.- Part III: Vehicle Localization and Navigation.- An Integrated DGPS/IMU Positioning Approach.- Vehicle Navigation Using Global Views.- Part IV: Advanced Vehicle Motion Control.- Lateral Motion Control for Intelligent Vehicles.- Longitudinal Motion Control for Intelligent Vehicles.