A survey of human action recognition and posture prediction

N Ma, Z Wu, Y Cheung, Y Guo, Y Gao… - Tsinghua Science …, 2022 - ieeexplore.ieee.org
Human action recognition and posture prediction aim to recognize and predict respectively
the action and postures of persons in videos. They are both active research topics in …

Monosdf: Exploring monocular geometric cues for neural implicit surface reconstruction

Z Yu, S Peng, M Niemeyer, T Sattler… - Advances in neural …, 2022 - proceedings.neurips.cc
In recent years, neural implicit surface reconstruction methods have become popular for
multi-view 3D reconstruction. In contrast to traditional multi-view stereo methods, these …

idisc: Internal discretization for monocular depth estimation

L Piccinelli, C Sakaridis, F Yu - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Monocular depth estimation is fundamental for 3D scene understanding and downstream
applications. However, even under the supervised setup, it is still challenging and ill-posed …

Pc2: Projection-conditioned point cloud diffusion for single-image 3d reconstruction

L Melas-Kyriazi, C Rupprecht… - Proceedings of the …, 2023 - openaccess.thecvf.com
Reconstructing the 3D shape of an object from a single RGB image is a long-standing
problem in computer vision. In this paper, we propose a novel method for single-image 3D …

P3depth: Monocular depth estimation with a piecewise planarity prior

V Patil, C Sakaridis, A Liniger… - Proceedings of the …, 2022 - openaccess.thecvf.com
Monocular depth estimation is vital for scene understanding and downstream tasks. We
focus on the supervised setup, in which ground-truth depth is available only at training time …

Structured3d: A large photo-realistic dataset for structured 3d modeling

J Zheng, J Zhang, J Li, R Tang, S Gao… - Computer Vision–ECCV …, 2020 - Springer
Recently, there has been growing interest in develo** learning-based methods to detect
and utilize salient semi-global or global structures, such as junctions, lines, planes, cuboids …

Structure-slam: Low-drift monocular slam in indoor environments

Y Li, N Brasch, Y Wang, N Navab… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
In this letter a low-drift monocular SLAM method is proposed targeting indoor scenarios,
where monocular SLAM often fails due to the lack of textured surfaces. Our approach …

StructDepth: Leveraging the structural regularities for self-supervised indoor depth estimation

B Li, Y Huang, Z Liu, D Zou… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Self-supervised monocular depth estimation has achieved impressive performance on
outdoor datasets. Its performance however degrades notably in indoor environments …

Planemvs: 3d plane reconstruction from multi-view stereo

J Liu, P Ji, N Bansal, C Cai, Q Yan… - Proceedings of the …, 2022 - openaccess.thecvf.com
We present a novel framework named PlaneMVS for 3D plane reconstruction from multiple
input views with known camera poses. Most previous learning-based plane reconstruction …

PNet: Patch-Match and Plane-Regularization for Unsupervised Indoor Depth Estimation

Z Yu, L **, S Gao - European conference on computer vision, 2020 - Springer
This paper tackles the unsupervised depth estimation task in indoor environments. The task
is extremely challenging because of the vast areas of non-texture regions in these scenes …