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Electromagnetic Models for Perceptual Grouping 感知分组的电磁模型
Pub Date : 1992-06-01 DOI: 10.1142/9789814355841_0007
T. Pun
The use of electromagnetic analogies for perceptual grouping of image primiti ves is presented. This approach assumes that grouping is a lo w-level, data-driven and global process, with all image tokens interacting in some way. Two computational models are introduced, which allo w determination of proximity and directionality of image primiti ves. With the second model, prominent image features are considered as being electrical charges. According to Poisson’s equation, they generate a scalar potential and an associated “electrical” v ector field. The potential and field, determined by the combined global influence of all image features, are well defined o ver the entire image. The scalar potential can be used for proximity grouping, while the local direction of the field allows grouping of primitives according to their common directional tendency. Implementation problems and solutions are presented. V arious results are sho wn and discussed.
利用电磁类比对图像原语进行感知分组。这种方法假设分组是一个低级的、数据驱动的全局过程,所有图像令牌都以某种方式进行交互。介绍了两个计算模型,用于确定图像原元的接近性和方向性。在第二个模型中,突出的图像特征被认为是电荷。根据泊松方程,它们产生一个标量势和一个相关的“电”向量场。由所有图像特征的综合全局影响决定的势和场在整个图像上被很好地定义。标量势可以用于近距离分组,而场的局部方向可以根据原语的共同方向倾向进行分组。提出了实现问题和解决方案。给出了各种结果并进行了讨论。
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引用次数: 3
Advances in Machine Vision: Strategies and Applications 机器视觉的进展:策略与应用
Pub Date : 1992-06-01 DOI: 10.1142/1667
C. Archibald, E. Petriu
Random sampling for pose determination and refinement, G. Roth and M. Levine robust high breakdown estimation and consensus, P. Meer model-based synthesis of vision routines, T. Messer electromagnetic models for perceptual grouping, T. Pun multiple-font alpha-numeric recognition using multi-layer neural networks with a rejection function, K. Yamada 3-D object model synthesis in a monocular imaging system, A.M. Earnshaw and A.K.C. Wong a microcomputer based supervised system for automatic scoring of mitotic index in cytotoxicity studies, M. Garza-Jinich et al a multi-operator approach for the segmentation of 3-D images of dental imprints, J. Cote et al modeling sonar range sensors, D. Wilkes et al.
基于随机抽样的姿态确定和改进,G. Roth和M. Levine稳健高击出估计和一致性,P. Meer基于模型的视觉例程合成,T. Messer电磁模型用于感知分组,T. Pun基于多层神经网络的多字体字母数字识别与拒绝函数,K. Yamada单眼成像系统中的三维物体模型合成Earnshaw和A.K.C. Wong基于微型计算机的监督系统,用于细胞毒性研究中有丝分裂指数的自动评分,M. Garza-Jinich等人用于牙印三维图像分割的多算子方法,J. Cote等人建模声纳距离传感器,D. Wilkes等人。
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引用次数: 5
From Slice Data to Suggestive Parts 从切片数据到暗示部分
Pub Date : 1992-06-01 DOI: 10.1142/9789814355841_0015
E. Trucco
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引用次数: 0
Multi-font Alpha-numeric Recognition using Multi-layer Neural Networks with a Rejection Function 带拒绝函数的多层神经网络多字体字母数字识别
Pub Date : 1992-06-01 DOI: 10.1142/9789814355841_0011
Keiji Yamada
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引用次数: 0
Representation of Visual Textural Properties 视觉纹理属性的表示
Pub Date : 1992-06-01 DOI: 10.1142/9789814355841_0010
Helen C. Shen, C. Bie
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引用次数: 2
Robust High Breakdown Estimation and Consensus 鲁棒高故障估计与一致性
Pub Date : 1992-06-01 DOI: 10.1142/9789814355841_0002
P. Meer
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引用次数: 4
On Circles and Circular Arcs Recognition 关于圆和圆弧的识别
Pub Date : 1992-06-01 DOI: 10.1142/9789814355841_0004
A. Tamás
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引用次数: 1
Modelling Sonar Range Sensors 声纳距离传感器建模
Pub Date : 1992-06-01 DOI: 10.1142/9789814355841_0020
D. Wilkes, G. Dudek, M. Jenkin, E. Milios
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引用次数: 8
Boundary Feature Extraction and Structural Verification of Objects 对象的边界特征提取与结构验证
Pub Date : 1992-06-01 DOI: 10.1142/9789814355841_0003
Q. M. Wu, M. Rodd
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引用次数: 1
Behaviour Based Robotic Assembly using Vision 基于视觉的机器人装配
Pub Date : 1992-06-01 DOI: 10.1142/9789814355841_0018
P. Chongstitvatana, Alistair Conkie
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引用次数: 0
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Advances in Machine Vision
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