Multiscale geometric analysis explained

Multiscale geometric analysis or geometric multiscale analysis is an emerging area of high-dimensional signal processing and data analysis.

See also

• Wavelet
• Scale space
• Multi-scale approaches
• Multiresolution analysis
• Singular value decomposition
• Compressed sensing

Further reading

• Multiscale Geometry and Analysis in High Dimensions . September 7 – December 17, 2004 .
• math.ST/0212395 . Emerging applications of geometric multiscale analysis . David L. . Donoho . 2002 . David Donoho .
• 10.1.1.93.1335 . Near-Optimal Detection of Geometric Objects by Fast Multiscale Methods . Ery . Arias-Castro . David L. . Donoho . David Donoho . Xiaoming . Huo . IEEE Trans. Inform. Theory . 2005 . 51 . 7 . 2402–2425 . 10.1109/TIT.2005.850056 . 2520081 .
• Starck . J. L. . Martínez . V. J. . Donoho . David L. . David Donoho. Levi . O. . Querre . P. . Saar . E. . 10.1155/ASP.2005.2455 . Analysis of the Spatial Distribution of Galaxies by Multiscale Methods . EURASIP Journal on Advances in Signal Processing. 2005 . 15 . 2455 . 2005 . astro-ph/0406425 . 2005EJASP2005...99S . free .