{"title":"基于Zynq FPGA的交通标志识别系统的实时软硬件协同设计","authors":"Wajdi Farhat, H. Faiedh, C. Souani, K. Besbes","doi":"10.1109/IDT.2016.7843059","DOIUrl":null,"url":null,"abstract":"This paper describes a hardware implementation for real-time road signs recognition system on automotive oriented FPGA. The proposed traffic sign recognition system is based on color segmentation and Template Matching. This architecture is implemented on FPGA device of ZYNQ 7020 Xilinx family. Therefore, a software/hardware co-design architecture for a Zynq-7020 FPGA is presented as a primary objective of this work. Results show that the proposed system achieves over 97% accuracy even in difficult condition weather. In addition, in this work, a hardware implementation of the proposed system will be presented to achieve real-time constraints.","PeriodicalId":131600,"journal":{"name":"2016 11th International Design & Test Symposium (IDT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Real-time hardware/software co-design of a traffic sign recognition system using Zynq FPGA\",\"authors\":\"Wajdi Farhat, H. Faiedh, C. Souani, K. Besbes\",\"doi\":\"10.1109/IDT.2016.7843059\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper describes a hardware implementation for real-time road signs recognition system on automotive oriented FPGA. The proposed traffic sign recognition system is based on color segmentation and Template Matching. This architecture is implemented on FPGA device of ZYNQ 7020 Xilinx family. Therefore, a software/hardware co-design architecture for a Zynq-7020 FPGA is presented as a primary objective of this work. Results show that the proposed system achieves over 97% accuracy even in difficult condition weather. In addition, in this work, a hardware implementation of the proposed system will be presented to achieve real-time constraints.\",\"PeriodicalId\":131600,\"journal\":{\"name\":\"2016 11th International Design & Test Symposium (IDT)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 11th International Design & Test Symposium (IDT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IDT.2016.7843059\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 11th International Design & Test Symposium (IDT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IDT.2016.7843059","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Real-time hardware/software co-design of a traffic sign recognition system using Zynq FPGA
This paper describes a hardware implementation for real-time road signs recognition system on automotive oriented FPGA. The proposed traffic sign recognition system is based on color segmentation and Template Matching. This architecture is implemented on FPGA device of ZYNQ 7020 Xilinx family. Therefore, a software/hardware co-design architecture for a Zynq-7020 FPGA is presented as a primary objective of this work. Results show that the proposed system achieves over 97% accuracy even in difficult condition weather. In addition, in this work, a hardware implementation of the proposed system will be presented to achieve real-time constraints.