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Hossein Nejati

2 accepted papers

2018

Fine-Grained Wound Tissue Analysis Using Deep Neural Network

ICASSP 2018accepted

Tissue assessment for chronic wounds is the basis of wound grading and selection of treatment approaches. While several image processing approaches have been proposed for automatic wound tissue analysis, there has been a shortcoming in these approaches for clinical practices. In particular, seemingl…

Cited by 0SourceScholar
2017

Simultaneous low-rank component and graph estimation for high-dimensional graph signals: Application to brain imaging

ICASSP 2017accepted

We propose an algorithm to uncover the intrinsic low-rank component of a high-dimensional, graph-smooth and grossly-corrupted dataset, under the situations that the underlying graph is unknown. Based on a model with a low-rank component plus a sparse perturbation, and an initial graph estimation, ou…

Cited by 0SourceScholar