{"title":"一类选择性带通CNN线性滤波器","authors":"R. Matei","doi":"10.1109/NEWCAS.2005.1496732","DOIUrl":null,"url":null,"abstract":"In this paper we introduce a design method for a class of linear spatial filters implemented on CNNs. The aim is to realize selective band-pass filters with templates of minimum-size. The design procedure relies on 1D HR low-pass and band-pass prototype filters, from which we realize different types of 2D band-pass filters, basically belonging to two classes, namely filters with circular symmetry (based on a LP-BP transformation) and separable filters. Simulation results are provided which illustrate the capabilities of these filters on a real grayscale image.","PeriodicalId":131387,"journal":{"name":"The 3rd International IEEE-NEWCAS Conference, 2005.","volume":"100 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A class of selective band-pass CNN linear filters\",\"authors\":\"R. Matei\",\"doi\":\"10.1109/NEWCAS.2005.1496732\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper we introduce a design method for a class of linear spatial filters implemented on CNNs. The aim is to realize selective band-pass filters with templates of minimum-size. The design procedure relies on 1D HR low-pass and band-pass prototype filters, from which we realize different types of 2D band-pass filters, basically belonging to two classes, namely filters with circular symmetry (based on a LP-BP transformation) and separable filters. Simulation results are provided which illustrate the capabilities of these filters on a real grayscale image.\",\"PeriodicalId\":131387,\"journal\":{\"name\":\"The 3rd International IEEE-NEWCAS Conference, 2005.\",\"volume\":\"100 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2005-06-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The 3rd International IEEE-NEWCAS Conference, 2005.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NEWCAS.2005.1496732\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The 3rd International IEEE-NEWCAS Conference, 2005.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NEWCAS.2005.1496732","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
In this paper we introduce a design method for a class of linear spatial filters implemented on CNNs. The aim is to realize selective band-pass filters with templates of minimum-size. The design procedure relies on 1D HR low-pass and band-pass prototype filters, from which we realize different types of 2D band-pass filters, basically belonging to two classes, namely filters with circular symmetry (based on a LP-BP transformation) and separable filters. Simulation results are provided which illustrate the capabilities of these filters on a real grayscale image.
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