CERN Document Server (European Organization for Nuclear Research) · 2003 · 623 citations · 14 references
Natural SciencesAstronomyPhysicsAstrophysicsObservational AstronomyStellar AstronomyComputational AstrophysicsGalactic KinematicsSurvey AstronomyIntegral Field SpectroscopySignal-to-noise RatioSpatial BinningTessellationsVoronoi Tessellations
We present new techniques to perform adaptive spatial binning of Integral-Field Spectroscopic (IFS) data to reach a chosen constant signal-to-noise ratio per bin. These methods are required for the proper analysis of IFS observations, but can also be used for standard photometric imagery or any other two-dimensional data. Various schemes are tested and compared by binning and extracting the stellar kinematics of the Sa galaxy NGC2273 from spectra obtained with the panoramic IFS SAURON.
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Least squares quantization in PCM
Sheelagh Lloyd · IEEE Transactions on Information Theory · 1982 · 15.6K citations · Full text
Centroidal Voronoi Tessellations: Applications and Algorithms
Qiang Du, Vance Faber, Max Gunzburger · SIAM Review · 1999 · 2.2K citations
Robert M. Gray, David L. Neuhoff · IEEE Transactions on Information Theory · 1998 · 1.6K citations
Asymptotically optimal block quantization
A. Gersho · IEEE Transactions on Information Theory · 1979 · 874 citations