Distributed Kalman Filtering for Temporal Resolution Enhancement of Thermal Images

This paper presents a novel method for enhancing temporal resolution of thermal image sequences. The proposed approach employs the Kalman filter, which exploits the spatio-temporal correlation of the underlying physical processes and leverages temporal information contained in rows of an image captu...

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Bibliographic Details

Published in:	2023 International Symposium on Image and Signal Processing and Analysis (ISPA) pp. 1 - 6
Main Authors:	Kanagasingham, Sabeethan, Mills, Andrew R., Kadirkamanathan, Visakan
Format:	Conference Proceeding
Language:	English
Published:	IEEE 18.09.2023
Subjects:	Costs Diffusion processes distributed Kalman filter Filtering Heating systems Image resolution Image sequences Infrared thermography intra-frame reconstruction Kalman filter PSNR rolling shutter readout Temporal Resolution
ISSN:	1849-2266
Online Access:	Get full text
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