no code implementations • 15 Dec 2021 • Zitian Zhang, Chuhua Xian
In this paper, we aim to solve the problem of consistent depth prediction in complex scenes under various illumination conditions.
no code implementations • 24 Nov 2020 • Chuhua Xian, Kun Qian, Zitian Zhang, Charlie C. L. Wang
Next, we propose a step-wise fusion strategy to restore the HR depth map.
1 code implementation • 12 Feb 2020 • Chuhua Xian, Dongjiu Zhang, Chengkai Dai, Charlie C. L. Wang
To process the input images in low resolution with missing regions, new operators for adaptive convolution are introduced in our deep-learning network that consists of three cascaded modules -- the completion module, the refinement module and the super-resolution module.