Modality-free feature detector and descriptor for multimodal remote sensing image registration

S Cui, M Xu, A Ma, Y Zhong - Remote Sensing, 2020 - mdpi.com
feature matching, as well as the image registration. In this paper, a modality-free multimodal
remote sensing image … for the registration of multimodal remote sensing images, which is …

R₂FD₂: fast and robust matching of multimodal remote sensing images via repeatable feature detector and rotation-invariant feature descriptor

B Zhu, C Yang, J Dai, J Fan, Y Qin… - … and Remote Sensing, 2023 - ieeexplore.ieee.org
feature matching, we present a robust and efficient featurebased method (called R2FD2) for
multimodal … of feature detection, we construct a repeatable feature detector called the Multi-…

YOLOrs: Object detection in multimodal remote sensing imagery

M Sharma, M Dhanaraj, S Karnam… - … and Remote Sensing, 2020 - ieeexplore.ieee.org
… of detecting rotated bounding boxes and performs detection at a larger scale compared to
… objects in an aerial imagery setting. In addition, motivated by the use of multimodal data, as …

Self-similarity features for multimodal remote sensing image matching

X Xiong, G Jin, Q Xu, H Zhang - … and Remote Sensing, 2021 - ieeexplore.ieee.org
… a novel multimodal remote sensing image matching method based on self-similarity features.
… On this basis, we develop the image matching method, including a feature detector named …

Multimodal classification of remote sensing images: A review and future directions

L Gómez-Chova, D Tuia, G Moser… - Proceedings of the …, 2015 - ieeexplore.ieee.org
… for multimodal classification of remote sensing images. In … four main families of multimodal
image fusion for classification… of multimodal remote sensing image classification via seven …

Robust registration of multimodal remote sensing images based on structural similarity

Y Ye, J Shan, L Bruzzone… - … and Remote Sensing, 2017 - ieeexplore.ieee.org
… for multimodal remote sensing imageimage perception, it is natural to use it for feature
detection. Phase congruency is a feature detector based on the local phase of an image

Modality-invariant structural feature representation for multimodal remote sensing image matching

J Fan, Q Xiong, J Li, Y Ye - … Geoscience and Remote Sensing …, 2023 - ieeexplore.ieee.org
feature points. Various experiments on a series of multimodal remote sensing images
For feature detection, an aggregation structural feature detector (ASFD) is designed to …

Advances and challenges in multimodal remote sensing image registration

B Zhu, L Zhou, S Pu, J Fan, Y Ye - IEEE Journal on …, 2023 - ieeexplore.ieee.org
… or gradient information of images to perform feature detection and description, … the feature
matching method of the remote sensing field, the most widely used salient feature for detection

Multimodal remote sensing image matching combining learning features and delaunay triangulation

Y Zhang, Y Liu, H Zhang, G Ma - … and Remote Sensing, 2022 - ieeexplore.ieee.org
… a novel multimodal remote sensing image matching method, … features with high robustness
across multimodal remote … CNN model as a feature detector to extract interest points. The …

Multimodal remote sensing image registration methods and advancements: A survey

X Zhang, C Leng, Y Hong, Z Pei, I Cheng, A Basu - Remote Sensing, 2021 - mdpi.com
… to single-modal remote sensing images. Instead, multi-modal remote sensing (MMRS) image
… After this, based on the Moravec detector, the Harris corner detector was developed by the …