Autonomous Intelligent Vehicles: Theory, Algorithms, and Implementation (Advances in Computer Vision and Pattern Recognition)
暫譯: 自主智能車輛:理論、演算法與實作(計算機視覺與模式識別進展)
Hong Cheng
- 出版商: Springer
- 出版日期: 2011-11-16
- 售價: $5,590
- 貴賓價: 9.5 折 $5,311
- 語言: 英文
- 頁數: 154
- 裝訂: Hardcover
- ISBN: 1447122798
- ISBN-13: 9781447122791
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相關分類:
Algorithms-data-structures、Computer Vision
海外代購書籍(需單獨結帳)
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相關主題
商品描述
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.
商品描述(中文翻譯)
這本重要的文本/參考資料展示了智能車輛的尖端研究,涵蓋了物體/障礙物檢測與識別的主題,以及車輛運動控制的各個方面。該文本強調高層次概念與實際細節的結合,將理論、演算法以及智能車輛研究中的硬體和軟體實現問題聯繫起來。主題和特點包括:對智能車輛研究的發展和最新進展進行徹底介紹,並提出一個基本框架;提供結構化和非結構化道路的檢測和追蹤演算法,以及使用增強型 Gabor 特徵的路上車輛檢測和追蹤演算法;討論基於多個感測器的多物體追蹤方法,以及整合的 DGPS/IMU 定位方法;檢視使用全局視圖的車輛導航方法;介紹橫向和縱向車輛運動控制的演算法。