Abu Hasnat Mohammad Rubaiyat

Nearest Subspace Search in The Signed Cumulative Distribution Transform Space For 1d Signal Classification

This paper presents a new method to classify 1D signals using the signed cumulative distribution transform (SCDT). The proposed method exploits certain linearization properties of the SCDT to render the problem easier to solve in the SCDT space. The method uses the nearest subspace search technique…