We propose a closed-form rate allocation scheme (RAS) for entropy-coded uniform scalar quantization of dependent sources in classification problems. The proposed RAS is applicable to nonbinary classification with piecewise monotonic unquantized Bayes decision boundaries. The RAS is also extended to joint compression and classification.
- Entropy-coded uniform scalar quantization
- Joint compression and classification
- Nonbinary classification
- Rate allocation
ASJC Scopus subject areas
- Electrical and Electronic Engineering