Vinh Thong Ta

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In this paper, we propose a general formulation of discrete functional regularization on weighted graphs. This framework can be used on any multi-dimensional data living on graphs of the arbitrary topologies. In this work, we focus on microscopic image segmentation and classification within semi and unsupervised schemes. Moreover, to provide a fast image(More)
In this position paper, we address the problems of automated road congestion detection and alerting systems and their security properties. We review different theoretical adaptive road traffic control approaches, and three widely deployed adaptive traffic control systems (ATCSs), namely, SCATS, SCOOT and InSync. We then discuss some related research(More)
— In this paper, we propose a general formulation of discrete functional regularization on weighted graphs. This framework can be used to on any multi-dimensional data living on graphs of arbitrary topologies. But, in this work, we focus on the microscopic image segmentation and classification with a semi and unsupervised schemes. Moreover, to provide a(More)
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