Structure-Aware Data Consolidation
We present a structure-aware technique to consolidate noisy data, which we use as a pre-process for standard clustering and dimensionality reduction. Our technique is related to mean shift, but instead of seeking density modes, it reveals and consolidates continuous high density structures such as c...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 10 vom: 01. Okt., Seite 2529-2537
|
|---|
| 1. Verfasser: |
Wu, Shihao
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Bertholet, Peter,
Huang, Hui,
Cohen-Or, Daniel,
Gong, Minglun,
Zwicker, Matthias |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2018
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
|---|