Parsing out of Infrared Thermal Imaging Temperature Field Based on BP Neural Network

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Abstract:

As a kind of infrared imaging equipment, thermal infrared imager plays an important role not only for military use, but also for civil. However, data of temperature filed cannot be obtained from thermal image directly. Accordingly, digital image processing technology and BP neural network were employed to analysis thermal image. Data of the whole temperature field were restored from the thermal image for further processing.

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501-504

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October 2013

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] Demirkaya O,Asyali M H,Sahoo P K.Image Processing with MATLAB: Application in Medicine and Biology.CRC Press,2008.

Google Scholar

[2] Yoo T S.Insight into Images: Principles and Practice for Segmentation, Registration, and Image Analysis.A K Peters/CRC Press,2004.

Google Scholar

[3] TIAN J.Reversible data embedding using a difference expansion.IEEE Trans,Circuits Systems for Video Technology,2003,13(8):890-896.

Google Scholar

[4] Allen B K.A generalized graph model used for image clustering and classification.Howard University,2010.

Google Scholar

[5] NIZC,SHI Y Q,ANSARI N,et al.Robust lossless image data hiding designed for semi-fragile image authentication.IEEE Trans,Circuits Systems for Video Technology,2008, 18(4):497-509.

DOI: 10.1109/tcsvt.2008.918761

Google Scholar

[6] Mira J,Sandoval F.From Natural to Artificial Neural Computation: International Workshop on Artificial Neural Networks, Malaga-Torremolinos, Spain, June 7-9, 1995. Proceedings (Lecture Notes in Computer Science).Springer,1995.

DOI: 10.1007/3-540-59497-3

Google Scholar

[7] Islam,Jahirul M.Artificial neural network and its applications in quality process control, document recognition and biomedical imaging.University of Windsor,2010.

Google Scholar

[8] Lewis J,Chase J.Java Software Structures: Designing and Using Data Structures(3rd Edition).Addison Wesley,2009.

Google Scholar

[9] Zhizhong Sun, Xiaolei Chen. Simulation of thermal field's Parallel Computing and the Survey of Load Balancing Strategies. Industrial Control Computer , 2013, 04: 80-83.

Google Scholar