相關主題
商品描述
Artificial Intelligence (AI) is undoubtedly playing an increasingly significant role in automobile technology. In fact, cars inhabit one of just a few domains where you will find many AI innovations packed into a single product.
AI for Cars provides a brief guided tour through many different AI landscapes including robotics, image and speech processing, recommender systems and onto deep learning, all within the automobile world. From pedestrian detection to driver monitoring to recommendation engines, the book discusses the background, research and progress thousands of talented engineers and researchers have achieved thus far, and their plans to deploy this life-saving technology all over the world.
商品描述(中文翻譯)
人工智慧 (AI) 無疑在汽車技術中扮演著越來越重要的角色。事實上，汽車是少數幾個領域之一，在這裡你可以找到許多 AI 創新集中於單一產品中。
《AI for Cars》提供了一個簡短的導覽，涵蓋了許多不同的 AI 領域，包括機器人技術、影像和語音處理、推薦系統以及深度學習，所有這些都與汽車世界相關。從行人檢測到駕駛員監控，再到推薦引擎，本書討論了成千上萬的才華橫溢的工程師和研究人員迄今為止所取得的背景、研究和進展，以及他們計劃在全球範圍內部署這項拯救生命的技術。
作者簡介
Dr. Josep Aulinas is an Automotive Platform Architect at Nvidia. He specialized in computer vision and robotics and completed his Ph.D. in Simultaneous Localization and Mapping. He joined ADASENS Automotive, where he developed camera-based algorithms as part of Advanced Driver Assistance Systems (ADAS) solutions, such as vehicle recognition and tracking (forward-collision warning, automated emergency braking), lane recognition (lane departure warning, lane keep assist), traffic sign recognition, pedestrian detection (vulnerable road user protection), obstacle recognition with mono and stereo vision, among others. He then led various R+D projects, including lane change assist, camera online calibration, and lens occlusion detection. At Nvidia, he is supporting OEMs define their next-generation architecture, targeting higher levels of ADAS and ultimately Automated Driving (AD).
Hanky Sjafrie is the author of Introduction to Self-Driving Vehicle Technology and an independent consultant specializing in automotive software engineering for Advanced Driver Assistance (ADAS) and Autonomous Driving (AD). Much of his experience was acquired through his deep involvement in these fields while working on various R&D projects for car manufacturers and automotive technology suppliers, ranging from sensor technologies (radars, lidars, ultrasonics, etc.) to automotive cybersecurity. He was actively involved in diverse series development and research projects within the domains of ADAS/AD and infotainment systems at BMW and Audi, as well as at a Silicon Valley-based autonomous driving start-up. Besides working with clients from the automotive industry, he also provides insights into the realm of automotive technology to Siemens, Boston Consulting Group, PricewaterhouseCoopers, and Roland Berger, among others.
作者簡介(中文翻譯)
Josep Aulinas 博士是Nvidia的汽車平台架構師。他專注於計算機視覺和機器人技術，並完成了有關同時定位與地圖構建（Simultaneous Localization and Mapping）的博士學位。他加入了ADASENS Automotive，開發基於相機的演算法，作為先進駕駛輔助系統（Advanced Driver Assistance Systems, ADAS）解決方案的一部分，例如車輛識別與追蹤（前方碰撞警告、自動緊急煞車）、車道識別（車道偏離警告、車道保持輔助）、交通標誌識別、行人檢測（脆弱道路使用者保護）、單目和立體視覺的障礙物識別等。之後，他領導了多個研發項目，包括變換車道輔助、相機在線校準和鏡頭遮擋檢測。在Nvidia，他支持原始設備製造商（OEM）定義其下一代架構，目標是更高級別的ADAS，最終實現自動駕駛（Automated Driving, AD）。
Hanky Sjafrie是《自駕車技術導論》的作者，也是專注於先進駕駛輔助（ADAS）和自動駕駛（AD）的獨立顧問。他的許多經驗是在汽車製造商和汽車技術供應商的各種研發項目中獲得的，涵蓋了從感測器技術（雷達、激光雷達、超聲波等）到汽車網路安全的廣泛領域。他在BMW和Audi的ADAS/AD及資訊娛樂系統的多個系列開發和研究項目中積極參與，並在一家位於矽谷的自動駕駛初創公司工作。除了與汽車行業的客戶合作外，他還向西門子、波士頓顧問集團、普華永道和羅蘭·貝爾傑等公司提供汽車技術領域的見解。
