Design of intelligent road card recognition system based on deep learning
This paper proposed a scheme design of intelligent road card recognition system based on machine vision and deep learning. ARM9 is used as the part of front-end collection system,the image processing algorithm is used to complete the area extraction and segmentation of the road card text from the fr...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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National Computer System Engineering Research Institute of China
2018-06-01
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| Series: | Dianzi Jishu Yingyong |
| Subjects: | |
| Online Access: | http://www.chinaaet.com/article/3000084087 |
| _version_ | 1819289276533178368 |
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| author | Lin Fuchun Liu Yuhong Zhang Dafeng Zhang Rongfen |
| author_facet | Lin Fuchun Liu Yuhong Zhang Dafeng Zhang Rongfen |
| author_sort | Lin Fuchun |
| collection | DOAJ |
| description | This paper proposed a scheme design of intelligent road card recognition system based on machine vision and deep learning. ARM9 is used as the part of front-end collection system,the image processing algorithm is used to complete the area extraction and segmentation of the road card text from the front-end acquisition image, the deep learning with a convolutional neural network is used to recognize the text in the cloud server, and the speech of the text information is presented to the user. Using the front-end hardware to get the road card images on the high way, the function of our system under CAFFE framework on the server is tested and the results show that the system can broadcast the road card information effectively to the user in real time. |
| first_indexed | 2024-12-24T03:04:17Z |
| format | Article |
| id | doaj.art-92371e0110d3444d9ddff2d4ca633012 |
| institution | Directory Open Access Journal |
| issn | 0258-7998 |
| language | zho |
| last_indexed | 2024-12-24T03:04:17Z |
| publishDate | 2018-06-01 |
| publisher | National Computer System Engineering Research Institute of China |
| record_format | Article |
| series | Dianzi Jishu Yingyong |
| spelling | doaj.art-92371e0110d3444d9ddff2d4ca6330122022-12-21T17:18:03ZzhoNational Computer System Engineering Research Institute of ChinaDianzi Jishu Yingyong0258-79982018-06-01446687110.16157/j.issn.0258-7998.1745703000084087Design of intelligent road card recognition system based on deep learningLin Fuchun0Liu Yuhong1Zhang Dafeng2Zhang Rongfen3College of Big Data and Information Engineering，Guizhou University，Guiyang 550025，ChinaCollege of Big Data and Information Engineering，Guizhou University，Guiyang 550025，ChinaCollege of Big Data and Information Engineering，Guizhou University，Guiyang 550025，ChinaCollege of Big Data and Information Engineering，Guizhou University，Guiyang 550025，ChinaThis paper proposed a scheme design of intelligent road card recognition system based on machine vision and deep learning. ARM9 is used as the part of front-end collection system,the image processing algorithm is used to complete the area extraction and segmentation of the road card text from the front-end acquisition image, the deep learning with a convolutional neural network is used to recognize the text in the cloud server, and the speech of the text information is presented to the user. Using the front-end hardware to get the road card images on the high way, the function of our system under CAFFE framework on the server is tested and the results show that the system can broadcast the road card information effectively to the user in real time.http://www.chinaaet.com/article/3000084087road card recognitionmachine visiondeep learningconvolutional neural networkCortex-A9 |
| spellingShingle | Lin Fuchun Liu Yuhong Zhang Dafeng Zhang Rongfen Design of intelligent road card recognition system based on deep learning Dianzi Jishu Yingyong road card recognition machine vision deep learning convolutional neural network Cortex-A9 |
| title | Design of intelligent road card recognition system based on deep learning |
| title_full | Design of intelligent road card recognition system based on deep learning |
| title_fullStr | Design of intelligent road card recognition system based on deep learning |
| title_full_unstemmed | Design of intelligent road card recognition system based on deep learning |
| title_short | Design of intelligent road card recognition system based on deep learning |
| title_sort | design of intelligent road card recognition system based on deep learning |
| topic | road card recognition machine vision deep learning convolutional neural network Cortex-A9 |
| url | http://www.chinaaet.com/article/3000084087 |
| work_keys_str_mv | AT linfuchun designofintelligentroadcardrecognitionsystembasedondeeplearning AT liuyuhong designofintelligentroadcardrecognitionsystembasedondeeplearning AT zhangdafeng designofintelligentroadcardrecognitionsystembasedondeeplearning AT zhangrongfen designofintelligentroadcardrecognitionsystembasedondeeplearning |