Kyunghun Lee — accepted AI-conference papers

2018

A Joint Target Localization and Classification Framework for Sensor Networks

Kyunghun Lee, Benjamin S. Riggan, Shuvra S. Bhattacharyya

ICASSP 2018accepted

In this paper, we propose a joint framework for target localization and classification using a single generalized model for non-imaging based multi-modal sensor data. For target localization, we exploit both sensor data and estimated dynamics within a local neighborhood. We validate the capabilities…

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2017

An accumulative fusion architecture for discriminating people and vehicles using acoustic and seismic signals

Kyunghun Lee, Benjamin S. Riggan, Shuvra S. Bhattacharyya

ICASSP 2017accepted

In this paper, we develop new multiclass classification algorithms for detecting people and vehicles by fusing data from a multimodal, unattended ground sensor node. The specific types of sensors that we apply in this work are acoustic and seismic sensors. We investigate two alternative approaches t…

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