{"title":"基于DWT提升的高速VLSI实现","authors":"U. Nageswaran, A. Chilambuchelvan","doi":"10.1145/2345396.2345573","DOIUrl":null,"url":null,"abstract":"Efficient line based hardware architecture for the lifting based discrete wavelet of an image is proposed in this work. Lifting Scheme reduces the number of operations execution steps to almost one-half of those needed with a conventional convolution approach. Performance comparison of simulation results for lifting DWT using MATLAB and VHDL is done to verify the proper functionality of the developed module. The comparison of direct mapped and folded VLSI architectures for lifting schemes is presented in terms of speed and hardware requirements. The whole architecture is being optimized to achieve better speed up and higher hardware utilization by using a single clock for predict and update operation. The proposed architecture is implemented in Xilinx Spartan 3E FPGA. The data flow of the proposed architecture is regular, simple, control complexity and achieves 100% hardware utilization. The entire system runs at faster rate and reaches a speed performance suitable for real time stand-alone image/video applications.","PeriodicalId":290400,"journal":{"name":"International Conference on Advances in Computing, Communications and Informatics","volume":"100 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"High speed VLSI implementation of lifting based DWT\",\"authors\":\"U. Nageswaran, A. Chilambuchelvan\",\"doi\":\"10.1145/2345396.2345573\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Efficient line based hardware architecture for the lifting based discrete wavelet of an image is proposed in this work. Lifting Scheme reduces the number of operations execution steps to almost one-half of those needed with a conventional convolution approach. Performance comparison of simulation results for lifting DWT using MATLAB and VHDL is done to verify the proper functionality of the developed module. The comparison of direct mapped and folded VLSI architectures for lifting schemes is presented in terms of speed and hardware requirements. The whole architecture is being optimized to achieve better speed up and higher hardware utilization by using a single clock for predict and update operation. The proposed architecture is implemented in Xilinx Spartan 3E FPGA. The data flow of the proposed architecture is regular, simple, control complexity and achieves 100% hardware utilization. The entire system runs at faster rate and reaches a speed performance suitable for real time stand-alone image/video applications.\",\"PeriodicalId\":290400,\"journal\":{\"name\":\"International Conference on Advances in Computing, Communications and Informatics\",\"volume\":\"100 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-08-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Conference on Advances in Computing, Communications and Informatics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2345396.2345573\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Advances in Computing, Communications and Informatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2345396.2345573","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
摘要
本文提出了一种有效的基于线的硬件结构,用于图像的提升离散小波。提升方案将操作执行步骤减少到传统卷积方法所需步骤的一半。用MATLAB和VHDL对吊装DWT的仿真结果进行了性能比较,验证了所开发模块的功能。从速度和硬件要求两方面对直接映射和折叠VLSI架构进行了比较。整个架构正在进行优化,通过使用单个时钟进行预测和更新操作,以实现更好的速度和更高的硬件利用率。该架构在Xilinx Spartan 3E FPGA上实现。该架构的数据流规则、简单,控制复杂,硬件利用率达到100%。整个系统以更快的速度运行,达到适合实时独立图像/视频应用的速度性能。
High speed VLSI implementation of lifting based DWT
Efficient line based hardware architecture for the lifting based discrete wavelet of an image is proposed in this work. Lifting Scheme reduces the number of operations execution steps to almost one-half of those needed with a conventional convolution approach. Performance comparison of simulation results for lifting DWT using MATLAB and VHDL is done to verify the proper functionality of the developed module. The comparison of direct mapped and folded VLSI architectures for lifting schemes is presented in terms of speed and hardware requirements. The whole architecture is being optimized to achieve better speed up and higher hardware utilization by using a single clock for predict and update operation. The proposed architecture is implemented in Xilinx Spartan 3E FPGA. The data flow of the proposed architecture is regular, simple, control complexity and achieves 100% hardware utilization. The entire system runs at faster rate and reaches a speed performance suitable for real time stand-alone image/video applications.