A comprehensive survey on geometric deep learning

W Cao, Z Yan, Z He, Z He - IEEE Access, 2020 - ieeexplore.ieee.org
Deep learning methods have achieved great success in analyzing traditional data such as
texts, sounds, images and videos. More and more research works are carrying out to extend …

A deep learning based framework for the registration of three dimensional multi-modal medical images of the head

KT Islam, S Wijewickrema, S O'Leary - Scientific Reports, 2021 - nature.com
Image registration is a fundamental task in image analysis in which the transform that moves
the coordinate system of one image to another is calculated. Registration of multi-modal …

Remote sensing image registration based on phase congruency feature detection and spatial constraint matching

W Ma, Y Wu, S Liu, Q Su, Y Zhong - IEEE Access, 2018 - ieeexplore.ieee.org
In this paper, a novel remote sensing image registration method based on phase
congruency (PC) and spatial constraint is proposed. PC can provide intrinsic and …

An adaptive medical image registration using hybridization of teaching learning-based optimization with affine and speeded up robust features with projective …

P Arora, R Mehta, R Ahuja - Cluster Computing, 2024 - Springer
In the last several decades, application of affine transformation and optimization approaches
have received enough attention in the domain of monomodal/multimodal image registration …

Ga-cnn: Convolutional neural network based on geometric algebra for hyperspectral image classification

Y Li, Y Wang, R Wang, Y Wang, K Wang… - … on Geoscience and …, 2022 - ieeexplore.ieee.org
Convolutional neural networks (CNNs) have achieved state-of-the-art performance in
hyperspectral images (HSIs) classification, which is widely used for the analysis of remotely …

Pose estimation of non-cooperative space targets based on cross-source point cloud fusion

J Li, Y Zhuang, Q Peng, L Zhao - Remote Sensing, 2021 - mdpi.com
On-orbit space technology is used for tasks such as the relative navigation of non-
cooperative targets, rendezvous and docking, on-orbit assembly, and space debris removal …

A new hybrid strategy in medical image registration based on graph transformation matching and mean-based RANSAC algorithms

Z Hossein-Nejad, M Nasri - Multimedia Tools and Applications, 2024 - Springer
Medical image registration is a preprocessing stage in a variety of applications such as
change detection and mosaicking. Matching is one of the essential steps in image …

Cost-effective broad learning-based ultrasound biomicroscopy with 3D reconstruction for ocular anterior segmentation

SG Ali, Y Chen, B Sheng, H Li, Q Wu, P Yang… - Multimedia Tools and …, 2021 - Springer
Abstract Anterior Chamber Angle (ACA) assessment plays an important role for the
diagnosis of glaucoma. Most of the existing techniques relied on Anterior Segment Optical …

Fast iris localization algorithm on noisy images based on conformal geometric algebra

L Ma, H Li, K Yu - Digital Signal Processing, 2020 - Elsevier
In practical iris applications, the obtained iris images are inevitably affected by noises
brought by uneven illumination, off-angle view, eyelids, and eyelashes etc. Such influences …

Geometric algebra-based ESPRIT algorithm for DOA estimation

R Wang, Y Wang, Y Li, W Cao, Y Yan - Sensors, 2021 - mdpi.com
Direction-of-arrival (DOA) estimation plays an important role in array signal processing, and
the Estimating Signal Parameter via Rotational Invariance Techniques (ESPRIT) algorithm is …