18 citations · 31 across the 7 of their papers we have counts for
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cs.CV2019★ 9 cited
Semi-Supervised Monocular Depth Estimation with Left-Right Consistency Using Deep Neural Network
Ali Jahani Amiri, Shing Yan Loo, Hong Zhang
There has been tremendous research progress in estimating the depth of a scene from a monocular camera image. Existing methods for single-image depth prediction are exclusively bas…
cs.CV2019★ 18 cited
Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter pruning
Sara Elkerdawy, Hong Zhang, Nilanjan Ray
Convolutional neural networks (CNNs) have emerged as the state-of-the-art in multiple vision tasks including depth estimation. However, memory and computing power requirements rema…
cs.CV2019
Moving Object Detection under Discontinuous Change in Illumination Using Tensor Low-Rank and Invariant Sparse Decomposition
Moein Shakeri, Hong Zhang
Although low-rank and sparse decomposition based methods have been successfully applied to the problem of moving object detection using structured sparsity-inducing norms, they are…