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
Link To Document