Mr. Wang Liqiang Profile

Wang Liqiang

at China Academy of Launch Vehicle Technology

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Proceedings Article | 15 November 2017 Paper

Target recognition based on convolutional neural network

Liqiang Wang, Xin Wang, Fubiao Xi, Jian Dong

Proceedings Volume 10605, 106052A (2017) https://doi.org/10.1117/12.2292889

KEYWORDS: Target recognition, Convolutional neural networks

Read Abstract +

One of the important part of object target recognition is the feature extraction, which can be classified into feature extraction and automatic feature extraction. The traditional neural network is one of the automatic feature extraction methods, while it causes high possibility of over-fitting due to the global connection. The deep learning algorithm used in this paper is a hierarchical automatic feature extraction method, trained with the layer-by-layer convolutional neural network (CNN), which can extract the features from lower layers to higher layers. The features are more discriminative and it is beneficial to the object target recognition.

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