Results 251 to 260 of about 12,912,851 (287)

Multimodal Remote Sensing Image Segmentation With Intuition-Inspired Hypergraph Modeling

IEEE Transactions on Image Processing, 2023
Multimodal remote sensing (RS) image segmentation aims to comprehensively utilize multiple RS modalities to assign pixel-level semantics to the studied scenes, which can provide a new perspective for global city understanding. Multimodal segmentation inevitably encounters the challenge of modeling intra- and inter-modal relationships, $i.e$ ., object ...
Xian Sun, Kun Fu, Wenhui Diao
exaly   +4 more sources

Multimodal Remote Sensing Image Registration Based on Image Transfer and Local Features

IEEE Geoscience and Remote Sensing Letters, 2019
Automatic registration is still a challenging problem for multimodal remote sensing images including optical, light detection and ranging, synthetic aperture radar images, and so on. Due to the differences in imaging principles, the gray value, texture, and landscape characteristic of these images are different in the local area.
Wenping Ma, Yue Wu
exaly   +2 more sources

Multiloss Adversarial Attacks for Multimodal Remote Sensing Image Classification

IEEE Transactions on Geoscience and Remote Sensing
Weijie Tan, Zongyao Sha, Zhidong Shen
exaly   +3 more sources

Unsupervised Multimodal Remote Sensing Image Registration via Domain Adaptation

IEEE Transactions on Geoscience and Remote Sensing, 2023
Zhenwei Shi, Lukui Shi, Zhengxia Zou
exaly   +3 more sources

A New Registration Algorithm for Multimodal Remote Sensing Images

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Automatic registration of remote sensing images is a challenging problem in the applications of remote sensing. The multimodal remote sensing images have significant nonlinear radiometric differences, which lead to the failure of area-based and feature-based registration methods.
Xunwei Xie   +3 more
openaire   +2 more sources

Multimodal Classification of Remote Sensing Images: A Review and Future Directions

Proceedings of the IEEE, 2015
Earth observation through remote sensing images allows the accurate characterization and identification of materials on the surface from space and airborne platforms. Multiple and heterogeneous image sources can be available for the same geographical region: multispectral, hyperspectral, radar, multitemporal, and multiangular images can today be ...
Luis Gómez-Chova   +3 more
openaire   +2 more sources

Registration of Multimodal Remote Sensing Images Using Transfer Optimization

IEEE Geoscience and Remote Sensing Letters, 2020
Multimodal image registration is critical yet challenging for remote sensing image processing. Due to the large nonlinear intensity differences between the multimodal images, conventional search algorithms tend to get trapped into local optima when optimizing the transformation parameters by maximizing mutual information (MI).
Xiaohu Yan   +4 more
openaire   +2 more sources

A Boosting-Based Approach for Remote Sensing Multimodal Image Classification

2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2016
Remote Sensing Images (RSI) have been used as a major source of data, particularly with respect to the creation of thematic maps. This process is usually modeled as a supervised learning task where the system needs to learn the patterns of interest provided by the user and assign a class to the rest of the image regions.
Edemir Ferreira de Andrade Jr.   +2 more
openaire   +2 more sources

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