Abstract: Recent studies have shown that joint depth and pose estimation using convolutional neural networks (CNNs) can learn unlabelled monocular frames. However, three problems remain: 1) CNNs can ...

Abstract: Due to the low-quality sensors of consumer-grade devices, such as smartphones, traditional point-based visual–inertial simultaneous localization and mapping (SLAM) techniques applied to ...