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基于递增权函数的邻接矩阵与非负矩阵分解的图像分类方法 被引量:2
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作者 蒋云志 王年 汪斌 《安徽大学学报(自然科学版)》 CAS 北大核心 2011年第5期63-67,共5页
将递增权函数的邻接矩阵和非负矩阵分解方法相结合,应用于图像分类.首先由图像中提取的特征点构造递增权函数的邻接矩阵,再对其进行非负矩阵分解,用分解后的特征向量作为PNN分类器的输入,实现对图像的分类.算法的可行性和准确性通过模... 将递增权函数的邻接矩阵和非负矩阵分解方法相结合,应用于图像分类.首先由图像中提取的特征点构造递增权函数的邻接矩阵,再对其进行非负矩阵分解,用分解后的特征向量作为PNN分类器的输入,实现对图像的分类.算法的可行性和准确性通过模拟图像和真实图像的多组实验得到了验证. 展开更多
关键词 递增权函数 邻接矩阵 非负矩阵 图像分类
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A Novel High Spectral Efficiency Waveform Coding-OVFDM 被引量:2
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作者 LI Daoben 《China Communications》 SCIE CSCD 2015年第2期61-73,共13页
Based on the Overlapped Multiplexing Principle[12],a frequency domain OVFDM(Overlapped Frequency Domain Multiplexing) Coding is proposed.By the data weighted shift overlapped version of any band-limited Multiplexing T... Based on the Overlapped Multiplexing Principle[12],a frequency domain OVFDM(Overlapped Frequency Domain Multiplexing) Coding is proposed.By the data weighted shift overlapped version of any band-limited Multiplexing Transfer Function H(f) the coding gain and spectral efficiency are both achieved.The heavier the overlap of the data weighted Multiplexing Transfer Function H(f),the higher the coding gain and spectral efficiency as well as the closer the output to the optimum complex Gaussian distribution.The bit error probability performance is estimated.The time domain OVTDM(Overlapped Time Domain Multiplexing) Coding,the dual of OVFDM in time domain is incidentally proposed as well.Both theoretical analysis and testified simulations show that OVFDM(OVTDM) is suitable for high spectral efficiency application and its spectral efficiency is only roughly linear to SNR rather than the well-known logarithm to SNR. 展开更多
关键词 overlapped multiplexing principle frequency domain coding waveform coding spectral efficiency shannon capacity dual relation OVFDM OVTDM
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