摘要
近几年,随着神经网络理论的深入研究,人们对神经网络技术的并行性计算能力、非线性映射和自适应能力等优点有了充分的认识,各种神经网络模型在图像处理领域中得到了广泛的应用。对各种流行的神经网络模型在图像处理领域中的应用进行了综述,根据图像处理的具体内容进行了分类叙述,阐明了神经网络技术在图像处理领域中的优点和不足,并对将来神经网络技术在图像处理领域中的应用提出了展望。
In recent years, with the deeply research of the neural network theory, the advantages of neural network technology such as parallel calculating abilities, nonlinear mapping and adaptive ability got sufficient recognition , various neural network models applied in image processing area widely. The application of some popular neural network model was introduced and classified according to their concrete application. Its advantages and shortage were elucidated. Finally, some expectations for the application in image processing area of neural network technology in the future were given.
出处
《安徽农业科学》
CAS
北大核心
2009年第19期9300-9302,共3页
Journal of Anhui Agricultural Sciences
关键词
神经网络
图像重建
图像复原
图像增强
图像压缩
图像分割
特征提取
图像识别
Neural network
Image reconstruction
Image recovery
Image enhancement
Image reduction
Image segmentation
Feature extraction
Image recognition
