Advances in Embedded Computer Vision (Advances in Computer Vision and Pattern Recognition)

This illuminating collection offers a fresh look at the very latest advances in the field of embedded computer vision. Emerging areas covered by this comprehensive text/reference include the embedded realization of 3D vision technologies for a variety of applications, such as stereo cameras on mobile devices. Recent trends towards the development of small unmanned aerial vehicles (UAVs) with embedded image and video processing algorithms are also examined. Topics and features: discusses in detail three major success stories – the development of the optical mouse, vision for consumer robotics, and vision for automotive safety; reviews state-of-the-art research on embedded 3D vision, UAVs, automotive vision, mobile vision apps, and augmented reality; examines the potential of embedded computer vision in such cutting-edge areas as the Internet of Things, the mining of large data streams, and in computational sensing; describes historical successes, current implementations, and future challenges.

這本啟發性的收藏品提供了對嵌入式計算機視覺領域最新進展的全新觀點。這本全面的文本/參考書涵蓋了新興領域，包括用於各種應用的嵌入式3D視覺技術的實現，例如移動設備上的立體攝像頭。還探討了近期發展的具有嵌入式圖像和視頻處理算法的小型無人機（UAV）的趨勢。主題和特點：詳細討論了三個主要成功案例-光學鼠標的開發，用於消費者機器人技術的視覺，以及用於汽車安全的視覺；回顧了嵌入式3D視覺，UAV，汽車視覺，移動視覺應用和擴增現實的最新研究；檢視了嵌入式計算機視覺在物聯網，大數據流挖掘和計算感知等尖端領域的潛力；描述了歷史上的成功，當前的實施和未來的挑戰。