Title :
Peculiarities of the Kohonen Network Learning for Image Compression
Author :
Korniy, V. ; Lutsyk, O. ; Rusyn, B.
Author_Institution :
Karpenko Physico-Mech. Inst., Lviv
Abstract :
Kohonen neural network disadvantages for image compression are analyzed. A neural core method for Kohonen network learning is proposed. The efficiency of neural core entropy method for Kohonen network learning is shown.
Keywords :
entropy; image coding; learning (artificial intelligence); self-organising feature maps; Kohonen network learning; image compression; neural core entropy method; neural networks; self organizing maps; Clustering algorithms; Data compression; Entropy; Image analysis; Image coding; Kernel; Neural networks; Neurons; PSNR; Transform coding; image compression; neural networks; self organizing maps;
Conference_Titel :
CAD Systems in Microelectronics, 2007. CADSM '07. 9th International Conference - The Experience of Designing and Applications of
Conference_Location :
Lviv-Polyana
Print_ISBN :
966-533-587-0
DOI :
10.1109/CADSM.2007.4297616
