Traffic Sign Recognition Systems is popular PDF and ePub book, written by Sergio Escalera in 2011-09-22, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Traffic Sign Recognition Systems can be Read Online from any device for your convenience.
Traffic Sign Recognition Systems Book PDF Summary
This work presents a full generic approach to the detection and recognition of traffic signs. The approach is based on the latest computer vision methods for object detection, and on powerful methods for multiclass classification. The challenge was to robustly detect a set of different sign classes in real time, and to classify each detected sign into a large, extensible set of classes. To address this challenge, several state-of-the-art methods were developed that can be used for different recognition problems. Following an introduction to the problems of traffic sign detection and categorization, the text focuses on the problem of detection, and presents recent developments in this field. The text then surveys a specific methodology for the problem of traffic sign categorization – Error-Correcting Output Codes – and presents several algorithms, performing experimental validation on a mobile mapping application. The work ends with a discussion on future research and continuing challenges.
Detail Book of Traffic Sign Recognition Systems PDF
- Author : Sergio Escalera
- Release : 22 September 2011
- Publisher : Springer Science & Business Media
- ISBN : 9781447122456
- Genre : Computers
- Total Page : 101 pages
- Language : English
- PDF File Size : 13,5 Mb
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