Title :
Invariant image encoding in neural network for target recognition
Author :
Zhang, Yanxin ; Liu, Yue ; Song, Zhuang
Author_Institution :
Inst. of Modern Opt., Nankai Univ., Tianjin, China
Abstract :
We present a neural network approach for invariant multi-target recognition that permits an effective training with no local minimums. A simple rule to design and to optimize the number of the hidden neurons of a multilayer neural network is proposed. As a case study, an image based invariant classification of three kinds of airplane is reported
Keywords :
feedforward neural nets; image classification; image coding; multilayer perceptrons; object recognition; airplane; hidden neurons; invariant classification; invariant image encoding; invariant multi-target recognition; multilayer neural network; Electromagnetic compatibility; Feedforward systems; Image coding; Information science; Intelligent networks; Neural networks; Neurons; Optical computing; Optical fiber networks; Target recognition;
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-5529-6
DOI :
10.1109/IJCNN.1999.836161
