Computer Vision for Driver Assistance: Simultaneous Traffic and Driver Monitoring
暫譯: 駕駛輔助的電腦視覺：同時交通與駕駛者監控

Rezaei, Mahdi, Klette, Reinhard

Computer Vision for Driver Assistance: Simultaneous Traffic and Driver Monitoring

相關主題

商品描述

This book summarises the state of the art in computer vision-based driver and road monitoring, focussing on monocular vision technology in particular, with the aim to address challenges of driver assistance and autonomous driving systems.

While the systems designed for the assistance of drivers of on-road vehicles are currently converging to the design of autonomous vehicles, the research presented here focuses on scenarios where a driver is still assumed to pay attention to the traffic while operating a partially automated vehicle. Proposing various computer vision algorithms, techniques and methodologies, the authors also provide a general review of computer vision technologies that are relevant for driver assistance and fully autonomous vehicles.

Computer Vision for Driver Assistance is the first book of its kind and will appeal to undergraduate and graduate students, researchers, engineers and those generally interested in computer vision-related topics in modern vehicle design.

商品描述(中文翻譯)

這本書總結了基於計算機視覺的駕駛員和道路監控的最新技術，特別專注於單目視覺技術，旨在解決駕駛輔助和自動駕駛系統的挑戰。

目前為駕駛公路車輛的駕駛員設計的系統正逐漸趨向於自動駕駛車輛的設計，而這裡所呈現的研究則專注於假設駕駛員在操作部分自動化車輛時仍需注意交通的情境。作者提出了各種計算機視覺算法、技術和方法論，並提供了與駕駛輔助和完全自動駕駛車輛相關的計算機視覺技術的一般回顧。

《駕駛輔助的計算機視覺》是同類書籍中的第一本，將吸引本科生和研究生、研究人員、工程師以及對現代車輛設計中計算機視覺相關主題感興趣的人士。

作者簡介

Mahdi Rezaei is Assistant Professor at Qazvin Islamic Azad University, Iran, and Honorary Academic Staff at the University of Auckland, New Zealand. He has a PhD in Computer Science and was awarded the Best Thesis Award from the University of Auckland. His research interests include computer vision, pattern recognition, and advanced driver assistance systems. Rezaei is the author of numerous contributions to top publications, including IEEE Transactions on Intelligent Transportation Systems and IEEE Conference on Computer Vision and Pattern Recognition, CVPR.

Reinhard Klette, Fellow of the Royal Society of New Zealand, is Professor at the Auckland University of Technology, New Zealand. He previously held positions at the University of Auckland, the Technical University of Berlin, and the Academy of Sciences Berlin. His research interests include computer vision, pattern recognition, and algorithm design. From 2003 to 2008, he was Associate Editor of IEEE Transactions on Pattern Analysis and Machine Intelligence.

 

 

作者簡介(中文翻譯)

Mahdi Rezaei 是伊朗卡茲溫伊斯蘭亞茲大學的助理教授，並且是紐西蘭奧克蘭大學的榮譽學術人員。他擁有計算機科學博士學位，並獲得奧克蘭大學的最佳論文獎。他的研究興趣包括計算機視覺、模式識別和先進駕駛輔助系統。Rezaei 是多篇頂尖出版物的作者，包括《IEEE Intelligent Transportation Systems 期刊》和《IEEE Conference on Computer Vision and Pattern Recognition, CVPR》。

Reinhard Klette 是紐西蘭皇家學會的院士，現任紐西蘭奧克蘭科技大學的教授。他曾在奧克蘭大學、柏林工業大學和柏林科學院擔任職位。他的研究興趣包括計算機視覺、模式識別和演算法設計。從 2003 年到 2008 年，他擔任《IEEE Pattern Analysis and Machine Intelligence 期刊》的副編輯。

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