Kohonen Maps Applied to Fast Image Vector Quantization
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
TASOM: The Time Adaptive Self-Organizing Map
ITCC '00 Proceedings of the The International Conference on Information Technology: Coding and Computing (ITCC'00)
Image compression using self-organizing maps
Systems Analysis Modelling Simulation - Special issue: Digital signal processing and control
Efficient parallel processing of competitive learning algorithms
Parallel Computing
Color image compression using self organizing feature map
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
A unified framework for image compression and segmentation by using an incremental neural network
Expert Systems with Applications: An International Journal
Image compression based on the neural network art
Cybernetics and Systems Analysis
Probabilistic PCA self-organizing maps
IEEE Transactions on Neural Networks
Vector Quantization Algorithm Based on Associative Memories
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Medical image compression using topology-preserving neural networks
Engineering Applications of Artificial Intelligence
Design of an evolutionary codebook based on morphological associative memories
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Image compression using wavelet support vector machines
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Adaptive constructive neural networks using hermite polynomials for image compression
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Image compression by a time enhanced self organizing map
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Image compression by vector quantization with recurrent discrete networks
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Compression of medical images by using artificial neural networks
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
SVM regression and its application to image compression
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Optimization of image processing techniques using neural networks: a review
WSEAS Transactions on Information Science and Applications
Hi-index | 0.00 |
Presents a compression scheme for digital still images, by using Kohonen's neural network algorithm, not only for its vector quantization feature, but also for its topological property. This property allows an increase of about 80% for the compression rate. Compared to the JPEG standard, this compression scheme shows better performances (in terms of PSNR) for compression rates higher than 30