no code implementations • 3 Oct 2021 • Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu
In this work, first, we analyse deep features with Fourier transform and show that Depth Adaptive Blurring is more effective, as opposed to monotonic blurring.
1 code implementation • 18 Jul 2020 • Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu
In this work, we instill low-pass filtering into the AF (LP-ReLU) to improve robustness against HFc.
no code implementations • 14 Nov 2018 • Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu
Experimental results demonstrate that once trained, DCT-Net not only generalizes well to a variety of unseen image distortions but also outperforms other methods in the literature.