Fast statistical spam filter by approximate classifications
SIGMETRICS '06/Performance '06 Proceedings of the joint international conference on Measurement and modeling of computer systems
Clustering with Bregman Divergences
The Journal of Machine Learning Research
Recent advances in rate control for video coding
Image Communication
Fast gapped variants for Lempel--Ziv--Welch compression
Information and Computation
Agent-Based Data Compression Supporting Knowledge Discovery in Mobile Environment
KES-AMSTA '07 Proceedings of the 1st KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
On rate-distortion modeling and extraction of H.264/SVC fine-granular scalable video
IEEE Transactions on Circuits and Systems for Video Technology
Data extraction from wireless sensor networks using distributed fountain codes
IEEE Transactions on Communications
Visual relevance evaluation using rate distortion analysis in the circular harmonic functions domain
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Spherical logarithmic quantization
IEEE Transactions on Audio, Speech, and Language Processing
Rate distortion and denoising of individual data using Kolmogorov complexity
IEEE Transactions on Information Theory
Simulation of digital audio compression
ICECS'05 Proceedings of the 4th WSEAS international conference on Electronics, control and signal processing
Bridging lossy and lossless compression by motif pattern discovery
General Theory of Information Transfer and Combinatorics
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Lossy coding of speech, high-quality audio, still images, and video is commonplace today. However, in 1948, few lossy compression systems were in service. Shannon introduced and developed the theory of source coding with a fidelity criterion, also called rate-distortion theory. For the first 25 years of its existence, rate-distortion theory had relatively little impact on the methods and systems actually used to compress real sources. Today, however, rate-distortion theoretic concepts are an important component of many lossy compression techniques and standards. We chronicle the development of rate-distortion theory and provide an overview of its influence on the practice of lossy source coding