I. Ohmura, Tomoyuki Mitamura, Hedenori Takauji, S. Kaneko
{"title":"一种基于FPGA的实时立体视觉传感器方向码匹配实现","authors":"I. Ohmura, Tomoyuki Mitamura, Hedenori Takauji, S. Kaneko","doi":"10.1109/ISOT.2010.5687334","DOIUrl":null,"url":null,"abstract":"This paper describes a real-time stereo vision sensor based on the Field Programmable Gate Array (FPGA). It was developed using an image matching algorithm called Orientation Code Matching (OCM). Our implementation, using OCM, provides not only high performance, but also flexibility and a greater robustness, all of which are necessary to embed vision sensors in mobile robots and vehicles. The prototype sensor we implemented runs stereo matching with images of 752 by 480 pixels via image sensing chips, at a frame rate of 60 fps. The maximum disparity, using the current design, is 127 pixels at an operating frequency of 53MHz on the FPGA. By changing the parameters of the hardware description, the architecture of our design on the FPGA becomes flexible and expandable to the required size of input images and pixel disparity.","PeriodicalId":91154,"journal":{"name":"Optomechatronic Technologies (ISOT), 2010 International Symposium on : 25-27 Oct. 2010 : [Toronto, ON]. International Symposium on Optomechatronic Technologies (2010 : Toronto, Ont.)","volume":"28 1","pages":"1-5"},"PeriodicalIF":0.0000,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"A real-time stereo vision sensor based on FPGA realization of orientation code matching\",\"authors\":\"I. Ohmura, Tomoyuki Mitamura, Hedenori Takauji, S. Kaneko\",\"doi\":\"10.1109/ISOT.2010.5687334\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper describes a real-time stereo vision sensor based on the Field Programmable Gate Array (FPGA). It was developed using an image matching algorithm called Orientation Code Matching (OCM). Our implementation, using OCM, provides not only high performance, but also flexibility and a greater robustness, all of which are necessary to embed vision sensors in mobile robots and vehicles. The prototype sensor we implemented runs stereo matching with images of 752 by 480 pixels via image sensing chips, at a frame rate of 60 fps. The maximum disparity, using the current design, is 127 pixels at an operating frequency of 53MHz on the FPGA. By changing the parameters of the hardware description, the architecture of our design on the FPGA becomes flexible and expandable to the required size of input images and pixel disparity.\",\"PeriodicalId\":91154,\"journal\":{\"name\":\"Optomechatronic Technologies (ISOT), 2010 International Symposium on : 25-27 Oct. 2010 : [Toronto, ON]. International Symposium on Optomechatronic Technologies (2010 : Toronto, Ont.)\",\"volume\":\"28 1\",\"pages\":\"1-5\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Optomechatronic Technologies (ISOT), 2010 International Symposium on : 25-27 Oct. 2010 : [Toronto, ON]. International Symposium on Optomechatronic Technologies (2010 : Toronto, Ont.)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISOT.2010.5687334\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Optomechatronic Technologies (ISOT), 2010 International Symposium on : 25-27 Oct. 2010 : [Toronto, ON]. International Symposium on Optomechatronic Technologies (2010 : Toronto, Ont.)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISOT.2010.5687334","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A real-time stereo vision sensor based on FPGA realization of orientation code matching
This paper describes a real-time stereo vision sensor based on the Field Programmable Gate Array (FPGA). It was developed using an image matching algorithm called Orientation Code Matching (OCM). Our implementation, using OCM, provides not only high performance, but also flexibility and a greater robustness, all of which are necessary to embed vision sensors in mobile robots and vehicles. The prototype sensor we implemented runs stereo matching with images of 752 by 480 pixels via image sensing chips, at a frame rate of 60 fps. The maximum disparity, using the current design, is 127 pixels at an operating frequency of 53MHz on the FPGA. By changing the parameters of the hardware description, the architecture of our design on the FPGA becomes flexible and expandable to the required size of input images and pixel disparity.