基于神经网络的影像匹配概率松弛算法

基金项目: 国家自然科学基金资助项目,编号49501015。

详细信息

Image Matching by Neural Network Based Relaxation

摘要: 提出了一种映射方法,使得Hopfield神经网络能够用于实现松弛算法。其优点在于Hopfield模型可由集成电路实现,因而使得基于松弛算法的影像匹配可以实时地完成,极大地提高了处理速度。
- 影像匹配 /
- 概率松弛算法 /
- 神经网络
Abstract: This paper proposes a mapping method that makes the Hopfield net perform the relaxation process.In such a way, image matching by relaxation process can be realized in real time since the Hopfield net can be implemented by conventional analog circuits.
- image matching /
- relaxation labelling /
- neural network