Multiband segmentation of a Spectroscopic Line Data Cube : Application to the HI Data Cube of the Spiral Galaxy NGC 4254

Farid Flitti, C. Collet, B. Vollmer, F. Bonnarel

    Research output: Contribution to journalArticlepeer-review

    2 Citations (Scopus)

    Abstract

    A new method for the multiband segmentation of a spectroscopic line data cube is presented. This method is intended to help astronomers to handle complex spectroscopic line data cubes where the inspection of the channel and moment maps is difficult. Due to the Hughes phenomenon, the number of input images for the segmentation process is limited. Therefore, the spectrum of each pixel is fitted with a mixture of 6 Gaussians with fixed mean values and variances. The maps of the Gaussian weights are the input for a Markovian segmentation algorithm. The final segmentation map contains classes of pixels with similar spectral line profiles. The application of our method to the HI data cube of the Virgo spiral galaxy NGC 4254 shows that kinematically interesting regions can be detected and masked by our method.
    Original languageEnglish
    Pages (from-to)2546-2558
    JournalEURASIP Journal on Applied Signal Processing
    Volume2005
    Issue number15
    DOIs
    Publication statusPublished - 2005

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