Dilated Fully Convolutional Neural Network for Depth Estimation from a Single Image

no code implementations • 12 Mar 2021 • Binghan Li, Yindong Hua, Yifeng Liu, Mi Lu

It also reduces the amount of parameters significantly by replacing the fully connected layers with the fully convolutional layers.

Depth Estimation Depth Prediction

Advanced Multiple Linear Regression Based Dark Channel Prior Applied on Dehazing Image and Generating Synthetic Haze

no code implementations • 12 Mar 2021 • Binghan Li, Yindong Hua, Mi Lu

To increase object detection accuracy in the hazy environment, the authors further present an algorithm to build a synthetic hazy COCO training dataset by generating the artificial haze to the MS COCO training dataset.

Autonomous Driving Object +2