Image registration is an important prerequisite of image fusion and stitching. Most of the existing multimodal image registration methods are only suitable for two modalities, and cannot uniformly register multimodal image data. Therefore, this paper proposes a multimodal remote sensing image registration ...
This paper focuses on the potential accuracy of remote sensing (RS) image registration. We investigate how this accuracy can be estimated without ground truth available and used to improve registration quality of mono- and multimodal pair of images. At the local scale of image fragments, the Cram...
The algorithm is based on the joint of image deep semantic features and indirectly achieves matching of the original image pair. It provides a new solution to the problem of multimodal images registration. 展开 关键词: Image attribute transfer multimodal remote sensing image registration ...
Feature extraction; Remote sensing; Image matching; Histograms; Frequency-domain analysis; Shape; Image registration; Fast Fourier transform (FFT); image matching; multimodal remote sensing images; pixelwise feature representation; 机译:特征提取;遥感;图像匹配;直方图;频域分析;形状;图像...
Once chained appropriately, they perform global registration in linear time, getting rid of gradient descent schemes by predicting directly the deformation. We show their performance in terms of quality and speed through various tasks of remote sensing multimodal image alignment. In particular, we are...
Furthermore, we compare SDSN with other features commonly used in remote sensing image registration. Our results demonstrate that SDSN performs significantly better than the alterna- tives considered, maximizing domain invariance and result- ing in better classification and change detection. 5098 ...
We tackle here the problem of multimodal image non-rigid registration, which is of prime importance in remote sensing and medical imaging. The difficulties encountered by classical registration approaches include feature design and slow optimization by gradient descent. By analyzing these methods, we not...
Single-image piecewise planar reconstruction of urban buildings based on geometric priors ISPRS Journal of Photogrammetry and Remote Sensing, Volume 204, 2023, pp. 105-116 Wei Wang,…, Zhanyi Hu PCNet: A structure similarity enhancement method for multispectral and multimodal image registration Informa...
Remote Sensing (2024). [paper] VLT_OST: Mingzhe Guo, Zhipeng Zhang, Liping Jing, Haibin Ling, Heng Fan. "Divert More Attention to Vision-Language Object Tracking." TPAMI (2024). [paper] [code] SATracker: Jiawei Ge, Xiangmei Chen, Jiuxin Cao, Xuelin Zhu, Weijia Liu, Bo Liu. "...
Remote Sensing (2024). [paper] VLT_OST: Mingzhe Guo, Zhipeng Zhang, Liping Jing, Haibin Ling, Heng Fan. "Divert More Attention to Vision-Language Object Tracking." TPAMI (2024). [paper] [code] SATracker: Jiawei Ge, Xiangmei Chen, Jiuxin Cao, Xuelin Zhu, Weijia Liu, Bo Liu. "...