DeepFusion: A simple way to improve traditional multi-view stereo methods using deep learning

作者：

Highlights：

• We develop a deep learning based method to improve the results of traditional MVS.

• We design a deep network for confidence prediction with good generality.

• We propose a fusion approach to utilize the predicted confidence maps.

摘要

•We develop a deep learning based method to improve the results of traditional MVS.•We design a deep network for confidence prediction with good generality.•We propose a fusion approach to utilize the predicted confidence maps.

论文关键词：Multi-view stereo,Deep neural networks,Confidence prediction,Depth maps fusion

论文评审过程：Received 10 December 2020, Revised 28 January 2021, Accepted 15 March 2021, Available online 17 March 2021, Version of Record 22 March 2021.

论文官网地址：https://doi.org/10.1016/j.knosys.2021.106968