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Benchmarking Fusion Engines of Multimodal Interactive Systems
| Citations: | 5 - 2 self |
BibTeX
@MISC{Dumas_benchmarkingfusion,
author = {Bruno Dumas and Rolf Ingold and Denis Lalanne},
title = {Benchmarking Fusion Engines of Multimodal Interactive Systems},
year = {}
}
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Abstract
This article proposes an evaluation framework to benchmark the performance of multimodal fusion engines. The paper first introduces different concepts and techniques associated with multimodal fusion engines and further surveys recent implementations. It then discusses the importance of evaluation as a mean to assess fusion engines, not only from the user perspective, but also at a performance level. The article further proposes a benchmark and a formalism to build testbeds for assessing multimodal fusion engines. In its last section, our current fusion engine and the associated system HephaisTK are evaluated thanks to the evaluation framework proposed in this article. The article concludes with a discussion on the proposed quantitative evaluation, suggestions to build useful testbeds, and proposes some future improvements.
Keyphrases
fusion engine multimodal fusion engine multimodal interactive system evaluation framework performance level user perspective different concept quantitative evaluation future improvement last section associated system hephaistk current fusion engine useful testbeds survey recent implementation
