rate-distortion theory

GPTKB entity

Statements (22)
Predicate Object
gptkbp:instanceOf gptkb:information_theory
gptkbp:appliesTo lossy data compression
gptkbp:describes trade-off between data compression rate and distortion
gptkbp:field gptkb:information_theory
gptkbp:form gptkb:Lagrange_multipliers
gptkbp:hasApplication data transmission
source coding
gptkbp:hasConcept distortion measure
rate-distortion curve
rate-distortion function
https://www.w3.org/2000/01/rdf-schema#label rate-distortion theory
gptkbp:introduced gptkb:Claude_Shannon
gptkbp:introducedIn 1948
gptkbp:relatedTo gptkb:Shannon's_source_coding_theorem
rate-distortion function
gptkbp:studies minimum bitrate for given distortion
minimum distortion for given bitrate
gptkbp:usedIn audio compression
image compression
video compression
gptkbp:bfsParent gptkb:information_theory
gptkbp:bfsLayer 4