M. Cavaiuolo, A. Yakovleff, C. R. Watson, J. Kershaw
{"title":"一个收缩神经网络图像处理架构","authors":"M. Cavaiuolo, A. Yakovleff, C. R. Watson, J. Kershaw","doi":"10.1109/CMPEUR.1992.218450","DOIUrl":null,"url":null,"abstract":"The architecture introduced, the neural accelerator board (NAB) system, has been designed to perform a range a machine vision functions, of which one is motion parallax range estimation. The approach used in the NAB system, is to perform real-time calculations on the image data, captured by a moving video camera, using a highly parallel neural network architecture. The NAB system architecture, its physical implementation, and the surrounding application system are described. The implementation of the motion parallax algorithm, as a demonstration of the capabilities of this architecture, is outlined.<<ETX>>","PeriodicalId":390273,"journal":{"name":"CompEuro 1992 Proceedings Computer Systems and Software Engineering","volume":"652 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1992-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"A systolic neural network image processing architecture\",\"authors\":\"M. Cavaiuolo, A. Yakovleff, C. R. Watson, J. Kershaw\",\"doi\":\"10.1109/CMPEUR.1992.218450\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The architecture introduced, the neural accelerator board (NAB) system, has been designed to perform a range a machine vision functions, of which one is motion parallax range estimation. The approach used in the NAB system, is to perform real-time calculations on the image data, captured by a moving video camera, using a highly parallel neural network architecture. The NAB system architecture, its physical implementation, and the surrounding application system are described. The implementation of the motion parallax algorithm, as a demonstration of the capabilities of this architecture, is outlined.<<ETX>>\",\"PeriodicalId\":390273,\"journal\":{\"name\":\"CompEuro 1992 Proceedings Computer Systems and Software Engineering\",\"volume\":\"652 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1992-05-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"CompEuro 1992 Proceedings Computer Systems and Software Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CMPEUR.1992.218450\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"CompEuro 1992 Proceedings Computer Systems and Software Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CMPEUR.1992.218450","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A systolic neural network image processing architecture
The architecture introduced, the neural accelerator board (NAB) system, has been designed to perform a range a machine vision functions, of which one is motion parallax range estimation. The approach used in the NAB system, is to perform real-time calculations on the image data, captured by a moving video camera, using a highly parallel neural network architecture. The NAB system architecture, its physical implementation, and the surrounding application system are described. The implementation of the motion parallax algorithm, as a demonstration of the capabilities of this architecture, is outlined.<>