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一种三维空间手写数字的融合识别方法
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作者 曹磊 《淮北师范大学学报(自然科学版)》 CAS 2013年第4期56-60,共5页
在三维空间手写数字识别研究中,特征的选取和融合直接决定最终的识别率.空间手写数字特征一般包括时域特征和频域特征两大类,时域特征又包括加速度相关特征、旋转特征及短时能量特征;频域特征又包括DCT变换特征及FFT变换特征.针对这一特... 在三维空间手写数字识别研究中,特征的选取和融合直接决定最终的识别率.空间手写数字特征一般包括时域特征和频域特征两大类,时域特征又包括加速度相关特征、旋转特征及短时能量特征;频域特征又包括DCT变换特征及FFT变换特征.针对这一特点,文章提出一种融合多种特征的识别方法.首先,对三维空间手写识别的各种子特征进行提取;然后选取最能反映字符特点的两种子特征进行融合并对融合后的特征向量进行降维处理;最后进入分类器进行识别.实验结果表明,本方法相比采用单一特征进行识别时,其识别率有显著提升. 展开更多
关键词 特征融合 旋转特征 dct变换特征 三维空间手写识别 支持向量机
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ADAPTIVE RECONSTRUCTION TECHNIQUE FOR THE LOST INFORMATION OF THE RECTANGULAR IMAGE AREA
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作者 ShiRong LiXiaofeng LiZaiming 《Journal of Electronics(China)》 2004年第2期127-134,共8页
The adaptive reconstruction for the lost information of the rectangular image area is very important for the robust transmission and restoration of the image. In this paper, a new reconstruction method based on the Di... The adaptive reconstruction for the lost information of the rectangular image area is very important for the robust transmission and restoration of the image. In this paper, a new reconstruction method based on the Discrete Cosine Transform (DCT) domain has been put forward. According to the low pass character of the human visual system and the energy distribution of the DCT coefficients on the rectangular boundary, the DCT coefficients of the rectangular image area are adaptively selected and recovered. After the Inverse Discrete Cosine Transform (IDCT), the lost information of the rectangular image area can be reconstructed. The experiments have demonstrated that the subjective and objective qualities of the reconstructed images are enhanced greatly than before. 展开更多
关键词 Recovery of the Discrete Cosine Transform(dct) coefficients Inverse dct (Idct) Human visual character The image information loss Adaptive reconstruction
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