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Farokh Marvasti

3 accepted papers

2024

Joint Signal Recovery and Graph Learning from Incomplete Time-Series

ICASSP 2024accepted

Learning a graph from data is the key to taking advantage of graph signal processing tools. Most of the conventional algorithms for graph learning require complete data statistics, which might not be available in some scenarios. In this work, we aim to learn a graph from incomplete time-series obser…

Cited by 0SourceScholar
2021

Elliptical Shape Recovery from Blurred Pixels Using Deep Learning

ICASSP 2021accepted

In this paper, we study the problem of ellipse recovery from blurred shape images. A shape image is a continuous-domain black and white (binary-valued) image in which the points of the same color form a shape. We assume to have a digitized version of the shape image which is a sampled and blurred ve…

Cited by 0SourceScholar
2018

Low Complexity Heart Rate Measurement from Wearable Wrist-Type Photoplethysmographic Sensors Robust to Motion Artifacts

ICASSP 2018accepted

This paper presents a low complexity while accurate Heart Rate (HR) estimation technique from signals captured by Photoplethysmographic (PPG) sensors worn on the wrist during intensive physical exercise. Wrist-type PPG signals experience severe Motion Artifacts (MA) that hinder efficient HR estimati…

Cited by 0SourceScholar