{"title":"基于FPGA的树形结构动态规划实时立体视觉系统","authors":"Minxi Jin, T. Maruyama","doi":"10.1145/2145694.2145698","DOIUrl":null,"url":null,"abstract":"Many hardware systems for stereo vision have been proposed. Their processing speed is very fast, but the algorithms used in them are limited in order to achieve the high processing speed by simplifying the sequences of the memory accesses and operations. The error rates by them can not compete with those by software programs. In this paper, we describe an FPGA implementation of a tree-structured dynamic programming algorithm. The computational complexity of this algorithm is higher than those by previous hardware systems, but the processing speed of our system is still fast enough for real-time applications, and its error rate is competitive with software algorithms.","PeriodicalId":87257,"journal":{"name":"FPGA. ACM International Symposium on Field-Programmable Gate Arrays","volume":"4 1","pages":"21-24"},"PeriodicalIF":0.0000,"publicationDate":"2012-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"21","resultStr":"{\"title\":\"A real-time stereo vision system using a tree-structured dynamic programming on FPGA\",\"authors\":\"Minxi Jin, T. Maruyama\",\"doi\":\"10.1145/2145694.2145698\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Many hardware systems for stereo vision have been proposed. Their processing speed is very fast, but the algorithms used in them are limited in order to achieve the high processing speed by simplifying the sequences of the memory accesses and operations. The error rates by them can not compete with those by software programs. In this paper, we describe an FPGA implementation of a tree-structured dynamic programming algorithm. The computational complexity of this algorithm is higher than those by previous hardware systems, but the processing speed of our system is still fast enough for real-time applications, and its error rate is competitive with software algorithms.\",\"PeriodicalId\":87257,\"journal\":{\"name\":\"FPGA. ACM International Symposium on Field-Programmable Gate Arrays\",\"volume\":\"4 1\",\"pages\":\"21-24\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-02-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"21\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"FPGA. ACM International Symposium on Field-Programmable Gate Arrays\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2145694.2145698\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"FPGA. ACM International Symposium on Field-Programmable Gate Arrays","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2145694.2145698","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A real-time stereo vision system using a tree-structured dynamic programming on FPGA
Many hardware systems for stereo vision have been proposed. Their processing speed is very fast, but the algorithms used in them are limited in order to achieve the high processing speed by simplifying the sequences of the memory accesses and operations. The error rates by them can not compete with those by software programs. In this paper, we describe an FPGA implementation of a tree-structured dynamic programming algorithm. The computational complexity of this algorithm is higher than those by previous hardware systems, but the processing speed of our system is still fast enough for real-time applications, and its error rate is competitive with software algorithms.