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Memory-Driven Wavelet Network for lightweight infrared image super-resolution | Synapse
March 3, 2026
Memory-Driven Wavelet Network for lightweight infrared image super-resolution
TJ
Tao Jin
JH
Jianyu Huang
Puntos clave
Enhanced image clarity was achieved through a wavelet network tailored for infrared images, improving resolution.
The method utilizes memory-driven techniques, leading to efficient processing of infrared imagery without substantial resource demands.
Performance metrics reveal substantial improvements in image quality, specifically in preserving details under low-light conditions.
This framework emphasizes lightweight processing, indicating potential applications in mobile imaging technologies and real-time systems.
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Jin et al. (Fri,) studied this question.
synapsesocial.com/papers/69a76835badf0bb9e87e3fb2
https://doi.org/https://doi.org/10.1016/j.infrared.2026.106450