Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Color quantization by dynamic programming and principal analysis
ACM Transactions on Graphics (TOG)
A comparison of clustering algorithms applied to color image quantization
Pattern Recognition Letters - special issue on pattern recognition in practice V
Multidimensional binary search trees used for associative searching
Communications of the ACM
Color image quantization for frame buffer display
SIGGRAPH '82 Proceedings of the 9th annual conference on Computer graphics and interactive techniques
IEEE Transactions on Signal Processing
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Least squares quantization in PCM
IEEE Transactions on Information Theory
Sequential scalar quantization of vectors: an analysis
IEEE Transactions on Image Processing
Two greedy tree growing algorithms for designing variable rate vector quantizers
IEEE Transactions on Circuits and Systems for Video Technology
A novel Kohonen SOM-based image compression architecture suitable for moderate density FPGAs
Image and Vision Computing
Fuzzy color-based approach for understanding animated movies content in the indexing task
Journal on Image and Video Processing - Color in Image and Video Processing
A novel hardware-oriented Kohonen SOM image compression algorithm and its FPGA implementation
Journal of Systems Architecture: the EUROMICRO Journal
Review article: Local adaptive receptive field self-organizing map for image color segmentation
Image and Vision Computing
An incremental-encoding evolutionary algorithm for color reduction in images
Integrated Computer-Aided Engineering
Improving the performance of k-means for color quantization
Image and Vision Computing
Color reduction using a multi-stage Kohonen Self-Organizing Map with redundant features
Expert Systems with Applications: An International Journal
Lossy image compression using a GHSOM
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Journal of Real-Time Image Processing
Hierarchical Color Quantization Based on Self-organization
Journal of Mathematical Imaging and Vision
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In this paper, we propose a new adaptive approach of color quantization. It can significantly reduce the time consumption during the process compared with available methods but still maintains a good quality (greater than 30dB of PSNR). It is implemented as a part of the media stream compression algorithms for a True Color Signboard System. We adapt and create some techniques to speed up the process. We start with a sampling technique on an RGB color space before constructing the 3D histogram of color distribution, and then we use the dynamic programming based on Wu's algorithm to construct the cumulative moment distribution. Then, we put the cutting plane through the centroid of that box. This plane is perpendicular to the axis, on which the sum of the squared Euclidean distances between the centroid of both of sub-boxes and the centroid of the box is the greatest. The sub-box, which contains the greatest value representing variance, is repeatedly sub-divided into the smaller sub-boxes until reaching the desired number of the representative colors. From our whole process, we gain approximately up to 50% less time consumption than Wu's quantizer [ACM Trans. Graph. 11 (1992) 348] and it is significantly faster than existing algorithms as shown in the result.