A review of multimodal image matching: Methods and applications

X Jiang, J Ma, G Xiao, Z Shao, X Guo - Information Fusion, 2021 - Elsevier
Multimodal image matching, which refers to identifying and then corresponding the same or
similar structure/content from two or more images that are of significant modalities or …

Efficient structure from motion for large-scale UAV images: A review and a comparison of SfM tools

S Jiang, C Jiang, W Jiang - ISPRS Journal of Photogrammetry and Remote …, 2020 - Elsevier
Unmanned aerial vehicle (UAV) images have gained extensive attention in varying fields,
and the Structure from Motion (SfM) technique has become the gold standard for aerial …

Image matching from handcrafted to deep features: A survey

J Ma, X Jiang, A Fan, J Jiang, J Yan - International Journal of Computer …, 2021 - Springer
As a fundamental and critical task in various visual applications, image matching can identify
then correspond the same or similar structure/content from two or more images. Over the …

Infrared and visible image fusion methods and applications: A survey

J Ma, Y Ma, C Li - Information fusion, 2019 - Elsevier
Infrared images can distinguish targets from their backgrounds based on the radiation
difference, which works well in all-weather and all-day/night conditions. By contrast, visible …

GMS: Grid-based motion statistics for fast, ultra-robust feature correspondence

JW Bian, WY Lin, Y Matsushita… - Proceedings of the …, 2017 - openaccess.thecvf.com
Incorporating smoothness constraints into feature matching is known to enable ultra-robust
matching. However, such formulations are both complex and slow, making them unsuitable …

Locality preserving matching

J Ma, J Zhao, J Jiang, H Zhou, X Guo - International Journal of Computer …, 2019 - Springer
Seeking reliable correspondences between two feature sets is a fundamental and important
task in computer vision. This paper attempts to remove mismatches from given putative …

Vector field-based support vector regression for building energy consumption prediction

H Zhong, J Wang, H Jia, Y Mu, S Lv - Applied Energy, 2019 - Elsevier
Building energy consumption prediction plays an irreplaceable role in energy planning,
management, and conservation. Data-driven approaches, such as artificial neural networks …

Infrared and visible image fusion via gradient transfer and total variation minimization

J Ma, C Chen, C Li, J Huang - Information Fusion, 2016 - Elsevier
In image fusion, the most desirable information is obtained from multiple images of the same
scene and merged to generate a composite image. This resulting new image is more …

Guided locality preserving feature matching for remote sensing image registration

J Ma, J Jiang, H Zhou, J Zhao… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Feature matching, which refers to establishing reliable correspondences between two sets
of feature points, is a critical prerequisite in feature-based image registration. This paper …

Robust feature matching for remote sensing image registration via locally linear transforming

J Ma, H Zhou, J Zhao, Y Gao, J Jiang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Feature matching, which refers to establishing reliable correspondence between two sets of
features (particularly point features), is a critical prerequisite in feature-based registration. In …