access icon free Improving LiDAR compression efficiency on small packets

Several high-quality methods for compressing LiDAR data stored in the LAS format have evolved in recent years. They offer good compression for large datasets, but are less efficient on small data packets, which are needed in web applications. This problem is focused on by analysing two state-of-the-art implementations for large LAS datasets and then proposing improvements suitable for small data packets.

Inspec keywords: optical radar; data compression; radar signal processing

Other keywords: data packets; LAS format; data compression; LiDAR compression efficiency

Subjects: Optical radar; Signal processing and detection; Codes

References

    1. 1)
      • 1. LAS Specification Version 1.4 – R12: ‘Technical report’, The American Society for Photogrammetry & Remote Sensing, November 2011.
    2. 2)
      • 2. Kuder, M., Žalik, B.: ‘Web-based LiDAR visualization with point-based rendering’. Proc. 2011 7th Int. Conf. on Signal Image Technology & Internet-Based Systems (SITIS’11) IEEE Computer Society, Washington, DC, USA, 2011, pp. 3845.
    3. 3)
      • 5. Langdon, G.G.: ‘An introduction to arithmetic coding’, IBM J. Res. Dev., 1984, 28, pp. 135149 (doi: 10.1147/rd.282.0135).
    4. 4)
      • 6. Moffat, A.: ‘Implementing the PPM data compression scheme’, IEEE Trans. Commun., 1990, 38, (11), pp. 19171921 (doi: 10.1109/26.61469).
    5. 5)
      • 1. LAS Specification Version 1.4 – R12: ‘Technical report’, The American Society for Photogrammetry & Remote Sensing, November 2011.
    6. 6)
      • 4. Mongus, D., Žalik, B.: ‘Efficient method for lossless LiDAR data compression’, Int. J. Remote Sensing, 2011, 32, (9), pp. 25072518 (doi: 10.1080/01431161003698385).
    7. 7)
      • 3. Isenburg, M.: ‘LASzip – lossless compression of LiDAR data’, PE&RS, 2013, 79, (2), pp. 209217.
http://iet.metastore.ingenta.com/content/journals/10.1049/el.2013.2585
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