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Malsha V. Perera

2 accepted papers

2021

A Joint Convolutional and Spatial Quad-Directional LSTM Network for Phase Unwrapping

ICASSP 2021accepted

Phase unwrapping is a classical ill-posed problem which aims to recover the true phase from wrapped phase. In this paper, we introduce a novel Convolutional Neural Network (CNN) that incorporates a Spatial Quad-Directional Long Short Term Memory (SQD-LSTM) for phase unwrapping, by formulating it as…

Cited by 0SourceScholar
2020

Real-Time Hand Gesture Recognition Using Temporal Muscle Activation Maps of Multi-Channel Semg Signals

ICASSP 2020accepted

Accurate and real-time hand gesture recognition is essential for controlling advanced hand prostheses. Surface Electromyography (sEMG) signals obtained from the forearm are widely used for this purpose. Here, we introduce a novel hand gesture representation called Temporal Muscle Activation (TMA) ma…

Cited by 0SourceScholar