• DocumentCode
    59629
  • Title

    Perceptual and Bitrate-Scalable Coding of Haptic Surface Texture Signals

  • Author

    Chaudhari, Rahul ; Schuwerk, Clemens ; Danaei, Mojtaba ; Steinbach, Eckehard

  • Author_Institution
    Dept. of Media Technol., Tech. Univ. Munchen, Munich, Germany
  • Volume
    9
  • Issue
    3
  • fYear
    2015
  • fDate
    Apr-15
  • Firstpage
    462
  • Lastpage
    473
  • Abstract
    Applications involving indirect interpersonal communication, such as collaborative design/assembly/exploration of physical objects, can benefit strongly from the transmission of contact-based haptic media, in addition to the more traditional audiovisual media. Inclusion of haptic media has been shown to improve immersiveness, task performance, and the overall experience of task execution. While several decades of research have been dedicated to the acquisition, processing, coding, and display of audio and video streams, similar aspects for haptic streams have been addressed only recently. Simultaneous masking is a perceptual phenomenon widely exploited in the compression of audio data. In the first part of this paper, to the best of our knowledge, we present first-time empirical evidence for masking in the perception of wideband vibrotactile signals. Our results show that this phenomenon for haptics is very similar to its auditory analog. Signals closer in frequency to a powerful masker ( 25 dB above detection threshold) are masked more strongly (peak threshold-shifts of up to 28 dB) than those away from the masker (threshold-shifts of 15-20 dB). The masking curves approximately follow the masker´s spectral profile. In the second part of this paper, we present a bitrate scalable haptic texture codec, which incorporates the masking model and describe its subjective and objective performance evaluation. Experiments show that we can drive down the codec output bitrate to a very low value of 2.3 kbps, without the subjects being able to reliable discriminate between the codec input and distorted output texture signals.
  • Keywords
    audio coding; codecs; data compression; haptic interfaces; video coding; audio data compression; audio streams; bitrate scalable haptic texture codec; bitrate-scalable coding; contact-based haptic media; haptic surface texture signals; perceptual coding; video streams; wideband vibrotactile signals; Bit rate; Codecs; Haptic interfaces; Noise; Speech coding; Surface texture; Data compression; haptic textures; perceptual coding;
  • fLanguage
    English
  • Journal_Title
    Selected Topics in Signal Processing, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    1932-4553
  • Type

    jour

  • DOI
    10.1109/JSTSP.2014.2374574
  • Filename
    6967766