STUDY ON MULTI-MEDIA DATABASE USING FUZZY ASSOCIATIVE MEMORY

利用模糊联想记忆的多媒体数据库研究

• 批准号: 10480079
• 负责人: SUZUKI Yukinori
• 金额: $ 0.45万
• 依托单位: Muroran Institute of Technology
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Scientific Research (B)
• 财政年份: 1998
• 资助国家: 日本
• 起止时间: 1998 至 1999
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-10480079/
• 关键词: MULTI-MEDIA; ASSOCIATIVE MEMORY; FUZZY SETS; DATABASE; ファジー集合; マルチメデア

We studied an associative memory system (AMS) for a multi-media database. The AMS is designed using fuzzy numbers, which consists of a memory matrix and a defuzzification procedures. The memory matrix associates fuzzy response vectors which are transformed into non-fuzzy response vectors by the 3defuzzification procedure. The performance of the AMS was evaluated by computational experiments. The results of the experiments indicated that the memory capacity of the AMS was larger than that of the standard linear associative memories. In addition, the noise tolerance of the AMS was practically the same as that of the linear associative memory using the generalized inverse amtix method. As a result, there is a potential to use the AMS for database.

研究了多媒体数据库的联想记忆系统（AMS）。该系统采用模糊数设计，由记忆矩阵和去模糊化程序组成。记忆矩阵关联模糊响应向量，通过三模糊化过程将模糊响应向量转化为非模糊响应向量。通过计算实验对AMS的性能进行了评价。实验结果表明，AMS的记忆容量大于标准线性联想记忆。此外，采用广义逆矩阵方法，AMS的抗噪能力与线性联想存储器基本相同。因此，有可能使用AMS作为数据库。

项目成果

J. Maeda, S. Novianto, S. Saga, Y. Suzuki and V. V. Anh: "Rough and Accurate Segmentation of Natural Images Using Fuzzy Region-Growing Algorithm"Proceedings of IEEE International Conference on Image Processing, Kobe. Vol.III. 227-23 (1999)

J. Maeda、S. Novianto、S. Saga、Y. Suzuki 和 V. V. Anh：“使用模糊区域生长算法对自然图像进行粗略和准确的分割”IEEE 国际图像处理会议论文集，神户。

前田純治,ソンンノヴィアント,ウォーアンクゥアンティエン,鈴木幸司: "フーリエウエーブレット変換を用いた自然画像の局所的フ=クタル次元の高精度な推定"電子情報通信学会論文誌. J82-A NO.5. 750-754 (1999)

Junji Maeda、Son Noviant、Woan Kuan Tien、Koji Suzuki：“使用傅里叶小波变换对自然图像的局部虚形维度进行高精度估计”电子、信息和通信工程师学会汇刊 J82-A NO.5。 754 (1999)

Y.Suzuki, S.Ovaska, T.Furuhashi,Y.Date: "Soft Camputing in Industrial Applications"Springer. 667 (2000)

Y.Suzuki、S.Ovaska、T.Furuhashi、Y.Date：“工业应用中的软露营”施普林格。

J.Maeda,S.Novianto,S.Saga,Y.Suzuki and V.V.Anh: "Rough and accurate segmentation of Natural Images Using Fuzzy Region-Growing Algorithm"Proc. Of IEEE Image Processing. 227-231 (1999)

J.Maeda、S.Novianto、S.Saga、Y.Suzuki 和 V.V.Anh：“使用模糊区域生长算法对自然图像进行粗略和准确的分割”Proc。

S.Novianto,L.Guimar**es,Y.Suzuki,J.Maeda and V.V.Anh: "Multiwindowed Approach to the optimum Estimotion of the Local Fractal Dementia for Natural Image Segmentalia"Proc.IEEE Image Processing. 222-226 (1999)

S.Novianto、L.Guimar**es、Y.Suzuki、J.Maeda 和 V.V.Anh：“自然图像分割局部分形痴呆最佳估计的多窗口方法”Proc.IEEE 图像处理。