Fusion and Sense Making of Heterogeneous Sensor Network and Other Sources
Technical Report,28 Feb 2013,27 Mar 2016
NANYANG TECHNOLOGICAL UNIVERSITY Singapore Singapore
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PI Team has proposed to utilize an adaptive multimodal fusion framework that uses both training data and web resources for scene classification, the experimental results on the benchmark datasets show that the proposed text-aided scene classification framework could significantly improve classification performance. Experimental results also show that the adaptive multimodal fusion mechanism can effectively individualize reliability-dependent weighting modulation for every new observation.