Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Information theory concept
|
| gptkbp:appliesTo |
Lossy data compression
|
| gptkbp:describes |
Trade-off between data compression rate and distortion
|
| gptkbp:field |
Information theory
|
| gptkbp:form |
Minimization of mutual information subject to distortion constraint
|
| gptkbp:hasApplication |
Telecommunications
Machine learning Statistical inference |
| gptkbp:hasConcept |
Distortion measure
Rate-distortion curve Rate-distortion function R(D) |
| https://www.w3.org/2000/01/rdf-schema#label |
Rate-distortion theory
|
| gptkbp:influenced |
Modern data compression algorithms
|
| gptkbp:introduced |
gptkb:Claude_Shannon
|
| gptkbp:introducedIn |
1948
|
| gptkbp:relatedTo |
gptkb:Shannon's_source_coding_theorem
Source coding Rate-distortion function |
| gptkbp:usedIn |
Image compression
Audio compression Video compression |
| gptkbp:bfsParent |
gptkb:Information_Theory
|
| gptkbp:bfsLayer |
5
|