A review of point set registration: From pairwise registration to groupwise registration

H Zhu, B Guo, K Zou, Y Li, KV Yuen, L Mihaylova… - Sensors, 2019 - mdpi.com
This paper presents a comprehensive literature review on point set registration. The state-of-
the-art modeling methods and algorithms for point set registration are discussed and …

Pointpwc-net: Cost volume on point clouds for (self-) supervised scene flow estimation

W Wu, ZY Wang, Z Li, W Liu, L Fuxin - … , Glasgow, UK, August 23–28, 2020 …, 2020 - Springer
We propose a novel end-to-end deep scene flow model, called PointPWC-Net, that directly
processes 3D point cloud scenes with large motions in a coarse-to-fine fashion. Flow …

Multi-temporal remote sensing image registration using deep convolutional features

Z Yang, T Dan, Y Yang - Ieee Access, 2018 - ieeexplore.ieee.org
Registration of multi-temporal remote sensing images has been widely applied in military
and civilian fields, such as ground target identification, urban development assessment, and …

Pointpwc-net: A coarse-to-fine network for supervised and self-supervised scene flow estimation on 3d point clouds

W Wu, Z Wang, Z Li, W Liu, L Fuxin - arXiv preprint arXiv:1911.12408, 2019 - arxiv.org
We propose a novel end-to-end deep scene flow model, called PointPWC-Net, on 3D point
clouds in a coarse-to-fine fashion. Flow computed at the coarse level is upsampled and …

Accurate global and local 3D alignment of cryo-EM density maps using local spatial structural features

B He, F Zhang, C Feng, J Yang, X Gao… - Nature Communications, 2024 - nature.com
Advances in cryo-electron microscopy (cryo-EM) imaging technologies have led to a rapidly
increasing number of cryo-EM density maps. Alignment and comparison of density maps …

Feature-guided Gaussian mixture model for image matching

J Ma, X Jiang, J Jiang, Y Gao - Pattern Recognition, 2019 - Elsevier
This study proposes a novel feature-guided Gaussian mixture model (FG-GMM) for image
matching, which generally requires matching two sets of feature points extracted from the …

Guide to match: Multi-layer feature matching with a hybrid gaussian mixture model

K Sun, W Tao, Y Qian - IEEE Transactions on Multimedia, 2019 - ieeexplore.ieee.org
As a fundamental yet challenging task in computer vision, finding correspondences between
two sets of feature points has received extensive attention. Among all the proposed …

Accurate vessel extraction via tensor completion of background layer in X-ray coronary angiograms

B Qin, M Jin, D Hao, Y Lv, Q Liu, Y Zhu, S Ding, J Zhao… - Pattern recognition, 2019 - Elsevier
This paper proposes an effective method for accurately recovering vessel structures and
intensity information from the X-ray coronary angiography (XCA) images of moving organs …

Non-rigid image registration with dynamic Gaussian component density and space curvature preservation

Z Yang, Y Yang, K Yang, ZQ Wei - IEEE Transactions on Image …, 2018 - ieeexplore.ieee.org
Image registration plays an important role in military and civilian applications, such as
natural disaster damage assessment, environmental monitoring, ground change detection …

Spatial coordinates correction based on multi-sensor low-altitude remote sensing image registration for monitoring forest dynamics

R Yu, M Lyu, J Lu, Y Yang, G Shen, F Li - IEEE Access, 2020 - ieeexplore.ieee.org
Tree species diversity plays a significant role in our ecosystem. In order to monitor forest
dynamics, hyperspectral remote sensing equipped on a small unmanned aerial vehicle …