Deep learning for monocular depth estimation: A review

Y Ming, X Meng, C Fan, H Yu - Neurocomputing, 2021 - Elsevier
Depth estimation is a classic task in computer vision, which is of great significance for many
applications such as augmented reality, target tracking and autonomous driving. Traditional …

Nerfingmvs: Guided optimization of neural radiance fields for indoor multi-view stereo

Y Wei, S Liu, Y Rao, W Zhao, J Lu… - Proceedings of the …, 2021 - openaccess.thecvf.com
In this work, we present a new multi-view depth estimation method that utilizes both
conventional SfM reconstruction and learning-based priors over the recently proposed …

Neuralrecon: Real-time coherent 3d reconstruction from monocular video

J Sun, Y Xie, L Chen, X Zhou… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We present a novel framework named NeuralRecon for real-time 3D scene reconstruction
from a monocular video. Unlike previous methods that estimate single-view depth maps …

Consistent video depth estimation

X Luo, JB Huang, R Szeliski, K Matzen… - ACM Transactions on …, 2020 - dl.acm.org
We present an algorithm for reconstructing dense, geometrically consistent depth for all
pixels in a monocular video. We leverage a conventional structure-from-motion …

Robust consistent video depth estimation

J Kopf, X Rong, JB Huang - … of the IEEE/CVF Conference on …, 2021 - openaccess.thecvf.com
We present an algorithm for estimating consistent dense depth maps and camera poses
from a monocular video. We integrate a learning-based depth prior, in the form of a …

Future landscape visualization using a city digital twin: Integration of augmented reality and drones with implementation of 3D model-based occlusion handling

N Kikuchi, T Fukuda, N Yabuki - Journal of Computational …, 2022 - academic.oup.com
The integration of augmented reality and drones allows past and future landscapes to be
visualized from an aerial perspective. However, these visualizations still suffer from the …

DepthLab: Real-time 3D interaction with depth maps for mobile augmented reality

R Du, E Turner, M Dzitsiuk, L Prasso, I Duarte… - Proceedings of the 33rd …, 2020 - dl.acm.org
Mobile devices with passive depth sensing capabilities are ubiquitous, and recently active
depth sensors have become available on some tablets and AR/VR devices. Although real …

Mobile3DRecon: Real-time monocular 3D reconstruction on a mobile phone

X Yang, L Zhou, H Jiang, Z Tang… - … on Visualization and …, 2020 - ieeexplore.ieee.org
We present a real-time monocular 3D reconstruction system on a mobile phone, called
Mobile3DRecon. Using an embedded monocular camera, our system provides an online …

Keyframe selection for visual localization and mapping tasks: A systematic literature review

NJB Dias, GT Laureano, RM Da Costa - Robotics, 2023 - mdpi.com
Visual localization and mapping algorithms attempt to estimate, from images, geometrical
models that explain ego motion and the positions of objects in a real scene. The success of …

Omniphotos: casual 360 vr photography

T Bertel, M Yuan, R Lindroos, C Richardt - ACM Transactions on …, 2020 - dl.acm.org
Virtual reality headsets are becoming increasingly popular, yet it remains difficult for casual
users to capture immersive 360° VR panoramas. State-of-the-art approaches require …