137 citations · 176 across the 12 of their papers we have counts for
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cs.CV2020★ 8 cited
WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation
Qiufu Li, Linlin Shen
In deep networks, the lost data details significantly degrade the performances of image segmentation. In this paper, we propose to apply Discrete Wavelet Transform (DWT) to extract…
cs.CV2020★ 11 cited
Wavelet Integrated CNNs for Noise-Robust Image Classification
Qiufu Li, Linlin Shen, Sheng Guo +1
Convolutional Neural Networks (CNNs) are generally prone to noise interruptions, i.e., small image noise can cause drastic changes in the output. To suppress the noise effect to th…