Application of multidimensional associative memory neural networks in image recalling

doi:10.3778/j.issn.1002-8331.2010.04.059

Computer Engineering and Applications ›› 2010, Vol. 46 ›› Issue (4): 186-188.DOI: 10.3778/j.issn.1002-8331.2010.04.059

• 图形、图像、模式识别 • Previous Articles Next Articles

Application of multidimensional associative memory neural networks in image recalling

YANG Jia-wen^1，2，SUN He-ming¹，ZHONG Qing¹，HU Shan-shan¹

1.College of Science，Hohai University，Nanjing 210098，China
2.Chuzhou Vocational and Technical College，Chuzhou，Anhui 239000，China

Received:2008-08-06 Revised:2008-11-10 Online:2010-02-01 Published:2010-02-01
Contact: YANG Jia-wen

多维联想记忆神经网络在图像回忆中的应用

杨家稳^1，2，孙合明¹，钟青¹，胡珊珊¹

1.河海大学理学院，南京 210098
2.滁州职业技术学院，安徽滁州 239000

通讯作者: 杨家稳

Abstract

Abstract: Multidimensional associative memory neural networks can be used for grayscale image recalling.Projection algorithm is one kind of recalling algorithm.One convex set which is Cartesian product of nonregular convex polygons is used instead of the other convex set which is Cartesian product of regular polygons.The former convex set is tighter than the latter convex set.Numerical examples show that the restored image is clearer and the recalling process spends less time when the former convex set is used.

Key words: multidimensional associative memory neural networks, projection, grayscale image

摘要： 多维联想记忆神经网络可以用来回忆灰度图像。投影算法是回忆算法中的一类。采用不规则凸多边形的笛卡儿积构成的凸集代替正多边形的笛卡儿积构成的凸集，前者比后者更紧凑。数值实例表明，应用前者回忆灰度图像要比应用后者回忆灰度图像得到的图像更清晰，回忆所花时间更短。

关键词: 多维联想记忆神经网络, 投影, 灰度图像

CLC Number:

TP301.6

YANG Jia-wen^1，2，SUN He-ming¹，ZHONG Qing¹，HU Shan-shan¹. Application of multidimensional associative memory neural networks in image recalling[J]. Computer Engineering and Applications, 2010, 46(4): 186-188.

杨家稳^1，2，孙合明¹，钟青¹，胡珊珊¹. 多维联想记忆神经网络在图像回忆中的应用[J]. 计算机工程与应用, 2010, 46(4): 186-188.

[1]	MA Chengqi, LI Xuehua, ZHANG Lanjie, XIANG Wei. Anti-oclusion Monocular Depth Estimation Algorithm [J]. Computer Engineering and Applications, 2021, 57(2): 217-222.
[2]	YANG Chunyu, XU Yang, ZHANG Sicong, LI Xiaojian. Malware Classification Method Based on Fusion of Static Features [J]. Computer Engineering and Applications, 2021, 57(15): 147-155.
[3]	HE Jiao, TAN Dailun. Three-Dimensional Terrain Path Planning Based on Sight Range and Genetic Algorithm [J]. Computer Engineering and Applications, 2021, 57(15): 279-285.
[4]	WANG Yiwu, YANG Yuwang. Research and Application of Spatial Projection in [K]-means Algorithm [J]. Computer Engineering and Applications, 2020, 56(7): 200-204.
[5]	PAN Ting, YANG Qiuxiang, JING Zhiyu. 3D Model Retrieval Based on Sphere Projection [J]. Computer Engineering and Applications, 2020, 56(7): 240-246.
[6]	LI Fei, FENG Kaiyong, YUAN Weiqi. Research on LED Defect Detection Method of Flexible Printed Circuit Board [J]. Computer Engineering and Applications, 2020, 56(5): 227-233.
[7]	WANG Guodong, LU Tianliang, YIN Haoran, ZHANG Jianlin. Malicious Code Family Detection Technology Based on CNN-BiLSTM [J]. Computer Engineering and Applications, 2020, 56(24): 72-77.
[8]	LI Hongwei, CHEN Liang, BAI Jingbo. Projection Pursuit Threat Target Assessment Model Based on Chaotic Moth-Flame Optimization Algorithm [J]. Computer Engineering and Applications, 2020, 56(2): 152-157.
[9]	DU Limei, LIAN Wei. Research of Human-Computer Interaction Object Simulation Algorithm Based on Gaussian Projection [J]. Computer Engineering and Applications, 2020, 56(11): 185-191.
[10]	GAO Ning1, WANG Xingyuan1，2, WANG Xiukun1. Face Alignment Across Expression Based on Multi State Layered Model [J]. Computer Engineering and Applications, 2019, 55(7): 40-47.
[11]	CHEN Zhe, WU Xiaojun. Robust Face Recognition Algorithm Based on Structured Low-Rank Recovery [J]. Computer Engineering and Applications, 2019, 55(6): 126-132.
[12]	SONG Xiuli1，2, XU Jiankun1，2. （t，n） Threshold Quantum Secret Sharing Based on d-Dimensional Multi-Particle Entanglement State [J]. Computer Engineering and Applications, 2019, 55(5): 89-95.
[13]	LONG Tingyan, WAN Liang, DENG Xunkun. Detection Approach of Malicious JavaScript Code Based on Convolutional Neural Network [J]. Computer Engineering and Applications, 2019, 55(18): 89-94.
[14]	ZHANG Jianmin, XU Zhihui, LONG Jiale, CHEN Fujian, LUO Shunqi, LUO Xinchun, LIN Genyuan1, LI Hongbin. Development of Intelligent Grasp and Classification System for Robot Arm with Three-Dimensional Vision [J]. Computer Engineering and Applications, 2019, 55(15): 235-240.
[15]	ZENG Youling, CHEN Gengduo, XIONG Wei, LI Zhe. Parallel Design of FBP Reconstruction Algorithm for CT Image Based on Spark [J]. Computer Engineering and Applications, 2019, 55(10): 218-224.

Application of multidimensional associative memory neural networks in image recalling

多维联想记忆神经网络在图像回忆中的应用

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics