On the retrieval of perceptually similar haptic surfaces

Matti Strese; Clemens Schuwerk; Eckehard Steinbach

doi:10.1109/QoMEX.2015.7148141

On the retrieval of perceptually similar haptic surfaces

Matti Strese, Clemens Schuwerk, Eckehard Steinbach

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Technical University of Munich

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

The surface properties of an object can be explored by sliding the tip of a tool over the surface. This induces vibrations in the tool that can be captured using acceleration sensors. Based on these signals, this paper presents a first step towards tool-mediated retrieval of perceptually similar surfaces. We conduct subjective experiments to identify ground truth data about perceptually similar surfaces in a database of 69 materials. The results of this experiment are used to evaluate our retrieval system. For a surface query, the retrieval system should return those surfaces the user perceives as similar. We test various features in our retrieval pipeline and evaluate their usefulness in such a retrieval scenario. We target towards a tradeoff between high classification accuracy and high recall of perceptually similar surfaces.

Original language	English
Title of host publication	2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781479989584
DOIs	https://doi.org/10.1109/QoMEX.2015.7148141
State	Published - 2 Jul 2015
Event	2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015 - Costa Navarino, Messinia, Greece Duration: 26 May 2015 → 29 May 2015

Publication series

Name	2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015

Conference

Conference	2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015
Country/Territory	Greece
City	Costa Navarino, Messinia
Period	26/05/15 → 29/05/15

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10.1109/QoMEX.2015.7148141

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Strese, M., Schuwerk, C., & Steinbach, E. (2015). On the retrieval of perceptually similar haptic surfaces. In 2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015 Article 7148141 (2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/QoMEX.2015.7148141

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title = "On the retrieval of perceptually similar haptic surfaces",

abstract = "The surface properties of an object can be explored by sliding the tip of a tool over the surface. This induces vibrations in the tool that can be captured using acceleration sensors. Based on these signals, this paper presents a first step towards tool-mediated retrieval of perceptually similar surfaces. We conduct subjective experiments to identify ground truth data about perceptually similar surfaces in a database of 69 materials. The results of this experiment are used to evaluate our retrieval system. For a surface query, the retrieval system should return those surfaces the user perceives as similar. We test various features in our retrieval pipeline and evaluate their usefulness in such a retrieval scenario. We target towards a tradeoff between high classification accuracy and high recall of perceptually similar surfaces.",

author = "Matti Strese and Clemens Schuwerk and Eckehard Steinbach",

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doi = "10.1109/QoMEX.2015.7148141",

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Strese, M, Schuwerk, C & Steinbach, E 2015, On the retrieval of perceptually similar haptic surfaces. in 2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015., 7148141, 2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015, Institute of Electrical and Electronics Engineers Inc., 2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015, Costa Navarino, Messinia, Greece, 26/05/15. https://doi.org/10.1109/QoMEX.2015.7148141

On the retrieval of perceptually similar haptic surfaces. / Strese, Matti; Schuwerk, Clemens; Steinbach, Eckehard.
2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015. Institute of Electrical and Electronics Engineers Inc., 2015. 7148141 (2015 7th International Workshop on Quality of Multimedia Experience, QoMEX 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - The surface properties of an object can be explored by sliding the tip of a tool over the surface. This induces vibrations in the tool that can be captured using acceleration sensors. Based on these signals, this paper presents a first step towards tool-mediated retrieval of perceptually similar surfaces. We conduct subjective experiments to identify ground truth data about perceptually similar surfaces in a database of 69 materials. The results of this experiment are used to evaluate our retrieval system. For a surface query, the retrieval system should return those surfaces the user perceives as similar. We test various features in our retrieval pipeline and evaluate their usefulness in such a retrieval scenario. We target towards a tradeoff between high classification accuracy and high recall of perceptually similar surfaces.

AB - The surface properties of an object can be explored by sliding the tip of a tool over the surface. This induces vibrations in the tool that can be captured using acceleration sensors. Based on these signals, this paper presents a first step towards tool-mediated retrieval of perceptually similar surfaces. We conduct subjective experiments to identify ground truth data about perceptually similar surfaces in a database of 69 materials. The results of this experiment are used to evaluate our retrieval system. For a surface query, the retrieval system should return those surfaces the user perceives as similar. We test various features in our retrieval pipeline and evaluate their usefulness in such a retrieval scenario. We target towards a tradeoff between high classification accuracy and high recall of perceptually similar surfaces.

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Y2 - 26 May 2015 through 29 May 2015

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On the retrieval of perceptually similar haptic surfaces

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