Mode Based K-Means algorithm with Residual Vector Quantization for compressing Images

@inproceedings{Somasundaram2010ModeBK,
  title={Mode Based K-Means algorithm with Residual Vector Quantization for compressing Images},
  author={K Somasundaram and M. Mary Shanthi Rani},
  year={2010}
}
Image compression plays a vital role in many online applications like Video Conferencing ,High Definition Television, Satellite Communication and other applications that demand fast and massive transmission of images. In this paper, we propose a Mode based K-means method that combines K-Means and Residual Vector Quantization(RVQ) for compressing images. Three processes are involved in this approach; Partitioning and Clustering ,Pruning and Construction of Master codebook and Residual vector… CONTINUE READING