The paper applies the known ESRGAN super-resolution step before Faster R-CNN detection and asserts, without supporting evidence, that this improves detection accuracy.
Image resolution enhancement by using discrete and stationary wavelet decomposition,
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Adaptive Object Detection with ESRGAN-Enhanced Resolution & Faster R-CNN
The paper applies the known ESRGAN super-resolution step before Faster R-CNN detection and asserts, without supporting evidence, that this improves detection accuracy.