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@ARTICLE{Pennicard:593220,
      author       = {Pennicard, David and Rahmani, Vahid and Graafsma, Heinz},
      title        = {{D}ata reduction and processing for photon science
                      detectors},
      journal      = {Frontiers in physics},
      volume       = {12},
      issn         = {2296-424X},
      address      = {Lausanne},
      publisher    = {Frontiers Media},
      reportid     = {PUBDB-2023-05320},
      pages        = {1285854},
      year         = {2024},
      abstract     = {New detectors in photon science experiments produce
                      rapidly-growing volumes of data. For detector developers,
                      this poses two challenges; firstly, raw data streams from
                      detectors must be converted to meaningful images at
                      ever-higher rates, and secondly, there is an increasing need
                      for data reduction relatively early in the data processing
                      chain. An overview of data correction and reduction is
                      presented, with an emphasis on how different data reduction
                      methods apply to different experiments in photon science.
                      These methods can be implemented in different hardware (e.g.
                      CPU, GPU or FPGA) and in different stages of a detector's
                      data acquisition (DAQ) chain; the strengths and weaknesses
                      of these different approaches are discussed.},
      cin          = {FS-DS},
      ddc          = {530},
      cid          = {I:(DE-H253)FS-DS-20120731},
      pnm          = {622 - Detector Technologies and Systems (POF4-622) /
                      InternLabs-0011 - HIR3X - Helmholtz International Laboratory
                      on Reliability, Repetition, Results at the most advanced
                      X-ray Sources $(2020_InternLabs-0011)$ / LEAPS-INNOV - LEAPS
                      pilot to foster open innovation for accelerator-based light
                      sources in Europe (101004728)},
      pid          = {G:(DE-HGF)POF4-622 / $G:(DE-HGF)2020_InternLabs-0011$ /
                      G:(EU-Grant)101004728},
      experiment   = {EXP:(DE-MLZ)NOSPEC-20140101},
      typ          = {PUB:(DE-HGF)16},
      UT           = {WOS:001163848400001},
      doi          = {10.3389/fphy.2024.1285854},
      url          = {https://bib-pubdb1.desy.de/record/593220},
}