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Everything about Overcompleteness
Concept in linear algebra
Overcompleteness is a concept from linear algebra that is widely used in mathematics, computer science, engineering, and statistics. It was introduced by R. J. Duffin and A. C. Schaeffer in 1952. Wikipedia →
đź§ Start here: a 6-step reading path
- Read the overview: OvercompletenessA 5-minute orientation
- Skim a recent paper: Overcompleteness of coherent frames for unimodular amenable groupsInfluential work since 2022
- Pick up a classic book: Advances in Multimedia ModelingThe most-reprinted book on the subject
- Read the landmark paper: Time-Averaging, Overcompleteness, and the Geological RecordCited 157 times
- Go sideways: WaveletA closely related topic
- Go sideways: Kosambi–Karhunen–Loève theoremA closely related topic
đź“– Definitions
Noun The condition of being overcomplete
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Time-Averaging, Overcompleteness, and the Geological Record
Density, Overcompleteness, and Localization of Frames. I. Theory
Nuclear field theory as a method of treating the problem of overcompleteness in descriptions involving elementary modes of both quasi-particles and collective type
Density, Overcompleteness, and Localization of Frames. II. Gabor Systems
Curing basis set overcompleteness with pivoted Cholesky decompositions
Chemisorption with overcompleteness, nonorthogonality, and electron correlation: Nondegenerate ground state
Non-orthogonality and overcompleteness in direct nuclear reactions
Chemisorption with overcompleteness, nonorthogonality, and electron correlation: II. LargeUlimit
🆕 Influential since 2022
📚 Books worth reading
Advances in Multimedia ModelingShipeng Li · 2012
Computational Visual MediaShi-Min Hu · 2012
Overcomplete Wavelet Representations With Applications in Image ProcessingJian Fan · 2019- 📕Finite Frame TheoryKasso A. Okoudjou · 2016
- 📕Application of Rotation- and Translation-Invariant Overcomplete Wavelets to the Registration of Remotely Sensed Imagery · 2018
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
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