42 citations · 150 across the 10 of their papers we have counts for
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cs.CV2017★ 39 cited
Fast Image Processing with Fully-Convolutional Networks
Qifeng Chen, Jia Xu, Vladlen Koltun
We present an approach to accelerating a wide variety of image processing operators. Our approach uses a fully-convolutional network that is trained on input-output pairs that demo…
cs.CV2017★ 30 cited
Accurate Optical Flow via Direct Cost Volume Processing
Jia Xu, René Ranftl, Vladlen Koltun
We present an optical flow estimation approach that operates on the full four-dimensional cost volume. This direct approach shares the structural benefits of leading stereo matchin…