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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Veröffentlicht in:	2023 International Symposium on Image and Signal Processing and Analysis (ISPA) S. 1 - 6
Hauptverfasser:	Kanagasingham, Sabeethan, Mills, Andrew R., Kadirkamanathan, Visakan
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 18.09.2023
Schlagworte:	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-Zugang:	Volltext
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