84 citations · 155 across the 28 of their papers we have counts for
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cs.CV2019★ 12 cited
Analysis of Deep Networks for Monocular Depth Estimation Through Adversarial Attacks with Proposal of a Defense Method
Junjie Hu, Takayuki Okatani
In this paper, we consider adversarial attacks against a system of monocular depth estimation (MDE) based on convolutional neural networks (CNNs). The motivation is two-fold. One i…
cs.CV2019★ 9 cited
Visualization of Convolutional Neural Networks for Monocular Depth Estimation
Junjie Hu, Yan Zhang, Takayuki Okatani
Recently, convolutional neural networks (CNNs) have shown great success on the task of monocular depth estimation. A fundamental yet unanswered question is: how CNNs can infer dept…