Results 11 to 20 of about 12,912,851 (287)

Long-Tailed Object Detection for Multimodal Remote Sensing Images

Remote Sensing, 2023
With the rapid development of remote sensing technology, the application of convolutional neural networks in remote sensing object detection has become very widespread, and some multimodal feature fusion networks have also been proposed in recent years ...
Jiaxin Yang, Miaomiao Yu, Shuohao Li, Jun Zhang, Shengze Hu   +4 more
doaj   +3 more sources

A Multilevel Multimodal Hybrid Mamba-Large Strip Convolution Network for Remote Sensing Semantic Segmentation

Remote Sensing
Semantic segmentation is one of the key tasks in the intelligent interpretation of remote sensing images with extensive potential applications. However, when ultra-high resolution (UHR) remote sensing images exhibit complex background intersections and ...
Lingyu Yan, Qingyang Feng, Jing Wang, Jinshan Cao, Xiaoxiao Feng, Xing Tang   +5 more
doaj   +2 more sources

Can Separation Enhance Fusion? An Efficient Framework for Target Detection in Multimodal Remote Sensing Imagery

Remote Sensing
Target detection in remote sensing images has garnered significant attention due to its wide range of applications. Many traditional methods primarily rely on unimodal data, which often struggle to address the complexities of remote sensing environments.
Yong Wang, Jiexuan Jia, Rui Liu, Qiusheng Cao, Jie Feng, Danping Li, Lei Wang   +6 more
doaj   +2 more sources

A Multihierarchy Flow Field Prediction Network for Multimodal Remote Sensing Image Registration

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Multimodal remote sensing image registration aims to achieve alignment between different modal image pairs. This effectively enhances the subsequent effects of multisource data fusion, object detection and recognition, and provides support for geographic
Wenqing Wang, Kunpeng Mu, Han Liu
doaj   +3 more sources

WinMRSI: Feature Matching With Window Attention for Multimodal Remote Sensing Image

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Multimodal remote sensing image matching is a crucial task with broad application potential. However, substantial nonlinear radiometric differences between multimodal images pose significant challenges, often leading to mismatches.
Yide Di, Yun Liao, Yunan Liu, Hao Zhou, Kaijun Zhu, Mingyu Lu, Qing Duan, Junhui Liu   +7 more
doaj   +2 more sources

A Dual-Branch Network of Strip Convolution and Swin Transformer for Multimodal Remote Sensing Image Registration

Remote Sensing
Multimodal remote sensing image registration aims to achieve effective fusion and analysis of information by accurately aligning image data obtained by different sensors, thereby improving the accuracy and application value of remote sensing data in ...
Kunpeng Mu, Wenqing Wang, Han Liu, Lili Liang, Shuang Zhang   +4 more
doaj   +2 more sources

Bidirectional Feature Fusion and Enhanced Alignment Based Multimodal Semantic Segmentation for Remote Sensing Images

Remote Sensing
Image–text multimodal deep semantic segmentation leverages the fusion and alignment of image and text information and provides more prior knowledge for segmentation tasks.
Qianqian Liu, Xili Wang
doaj   +2 more sources

Generic and Automatic Markov Random Field-Based Registration for Multimodal Remote Sensing Image Using Grayscale and Gradient Information

Remote Sensing, 2018
The automatic image registration serves as a technical prerequisite for multimodal remote sensing image fusion. Meanwhile, it is also the technical basis for change detection, image stitching and target recognition.
Li Yan, Ziqi Wang, Yi Liu, Zhiyun Ye
doaj   +2 more sources

Multimodal Remote Sensing Image Clustering on Superpixel Manifolds

Remote Sensing
Despite offering rich complementary information, multimodal remote sensing images collected by diverse sensors increase the computational burden in clustering.
Shujun Liu, Yuhong Yao, Luxi Xiao
doaj   +2 more sources

Automatic Image to Image Registration for Multimodal Remote Sensing Images [PDF]

, 2010
During the last decades, remote sensing sensors have undergone a rapid development in terms of both data quantity and characteristics. With advancements in remote sensing technology, the use of satellite images in disparate fields has received a tremendous boost.
Suri, Sahil
openaire   +3 more sources