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   Articles with "complementary information" as a keyword



Boosting Image Super-Resolution via Fusion of Complementary Information Captured by Multi-Modal Sensors

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recommendations! Published in 2022 at "IEEE Sensors Journal"

DOI: 10.1109/jsen.2021.3139452

Abstract: Image Super-Resolution (SR) provides a promising technique to enhance the image quality of low-resolution sensors for a wide range of optical applications. It is noted that the costs for capturing high-resolution images in various spectral… read more here.

Keywords: image; image super; complementary information; resolution ... See more keywords

Instance-Aware Encoder for Complementary Information Maximization in Self-Supervised Infrared and Visible Image Fusion

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recommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2025.3613126

Abstract: In recent years, infrared and visible image fusion (IVF) has garnered sustained attention in the field of unmanned aerial vehicle (UAV)-based remote sensing. IVF fuses information of the two source images to produce an informative… read more here.

Keywords: information; complementary information; instance; image ... See more keywords

Multimodal Nonredundant Clustering via Sufficiency Complementary Mining

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recommendations! Published in 2025 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2024.3495753

Abstract: The development of industrial Internet of Things (IoT) generates massive unlabeled multimodal data. multimodal clustering (MMC) methods can unsupervisedly learn reasonable clustering structures by mining the complementary information in each modality, which has become one… read more here.

Keywords: information; complementary information; multimodal; sufficiency ... See more keywords

Multiview Spectral Clustering With Bipartite Graph

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recommendations! Published in 2022 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2022.3171411

Abstract: Multi-view spectral clustering has become appealing due to its good performance in capturing the correlations among all views. However, on one hand, many existing methods usually require a quadratic or cubic complexity for graph construction… read more here.

Keywords: bipartite graph; graph; complementary information; spectral clustering ... See more keywords

MCINet: Fusing Low-Light Visible-Infrared Image via Max-Merge Complementary Information

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recommendations! Published in 2025 at "IEEE Transactions on Multimedia"

DOI: 10.1109/tmm.2025.3599042

Abstract: Fusing complementary information in the visible-infrared image offers a promising approach to enhance the performance of downstream computer vision tasks (e.g., object detection, segmentation) in complicated imaging conditions (e.g., low illumination). However, due to the… read more here.

Keywords: information; complementary information; image; fusion ... See more keywords