ZISC-036 Neuro-processor Based Image Processing
作者： Kurosh Madani , Ghislain de Trémiolles , Pascal Tannhof
关键词:
摘要: This paper deals with neural based image processing and developed solutions using the ZISC-036 neuro-processor, an IBM hardware processor which implements Restricted Coulomb Energy algorithm (RCE) K-Nearest Neighbor (KNN). The techniques have been applied for enhancement in order to restore old movies (noise reduction, focus correction, etc.), improve digital television images, or treat images require adaptive processing. Experimental results, validating exposed concepts, reported showing quantitative qualitative improvement as well efficiency of our solutions.
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sci-hub.st 参考文章(4)
Robert David, Erin Williams, Ghislain de Tremiolles, Pascal Tannhof, Noise reduction and image enhancement using a hardware implementation of artificial neural networks Ninth Workshop on Virtual Intelligence/Dynamic Neural Networks: Neural Networks Fuzzy Systems, Evolutionary Systems and Virtual Re. ,vol. 3728, pp. 212- 221 ,(1999) , 10.1117/12.343040
Leonardo M. Reyneri, Weighted Radial Basis Functions for Improved Pattern Recognition and Signal Processing Neural Processing Letters. ,vol. 2, pp. 2- 6 ,(1995) , 10.1007/BF02311571
S. Lawrence, C.L. Giles, Ah Chung Tsoi, Convolutional neural networks for face recognition computer vision and pattern recognition. pp. 217- 222 ,(1996) , 10.1109/CVPR.1996.517077
S. Lawrence, C.L. Giles, Ah Chung Tsoi, A.D. Back, Face recognition: a convolutional neural-network approach IEEE Transactions on Neural Networks. ,vol. 8, pp. 98- 113 ,(1997) , 10.1109/72.554195