105 citations · 394 across the 23 of their papers we have counts for
4 papers · 1 filter
Accurate and efficient video de-fencing using convolutional neural networks and temporal information
Chen Du, Byeongkeun Kang, Zheng Xu +2
De-fencing is to eliminate the captured fence on an image or a video, providing a clear view of the scene. It has been applied for many purposes including assisting photographers a…
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images
Honggang Chen, Xiaohai He, Linbo Qing +2
JPEG is one of the widely used lossy compression methods. JPEG-compressed images usually suffer from compression artifacts including blocking and blurring, especially at low bit-ra…
Correction by Projection: Denoising Images with Generative Adversarial Networks
Subarna Tripathi, Zachary C. Lipton, Truong Q. Nguyen
Generative adversarial networks (GANs) transform low-dimensional latent vectors into visually plausible images. If the real dataset contains only clean images, then ostensibly, the…
Image denoising with generalized Gaussian mixture model patch priors
Charles-Alban Deledalle, Shibin Parameswaran, Truong Q. Nguyen
Patch priors have become an important component of image restoration. A powerful approach in this category of restoration algorithms is the popular Expected Patch Log-Likelihood (E…