32 citations · 95 across the 7 of their papers we have counts for
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cs.CV2019★ 5 cited
TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching
Mostafa El-Khamy, Haoyu Ren, Xianzhi Du +1
In this paper, we introduce the problem of estimating the real world depth of elements in a scene captured by two cameras with different field of views, where the first field of vi…
cs.CV2019★ 26 cited
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding
Haoyu Ren, Mostafa El-khamy, Jungwon Lee
Single image depth estimation (SIDE) plays a crucial role in 3D computer vision. In this paper, we propose a two-stage robust SIDE framework that can perform blind SIDE for both in…
cs.CV2017★ 2 cited
CT-SRCNN: Cascade Trained and Trimmed Deep Convolutional Neural Networks for Image Super Resolution
Haoyu Ren, Mostafa El-Khamy, Jungwon Lee
We propose methodologies to train highly accurate and efficient deep convolutional neural networks (CNNs) for image super resolution (SR). A cascade training approach to deep learn…