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   Articles with "aware fusion" as a keyword



Structure-aware fusion network for 3D scene understanding

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recommendations! Published in 2021 at "Chinese Journal of Aeronautics"

DOI: 10.1016/j.cja.2021.07.012

Abstract: Abstract In this paper, we propose a Structure-Aware Fusion Network (SAFNet) for 3D scene understanding. As 2D images present more detailed information while 3D point clouds convey more geometric information, fusing the two complementary data… read more here.

Keywords: structure aware; scene understanding; point clouds; fusion network ... See more keywords
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A Target-Aware Fusion Framework for Infrared and Visible Images

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recommendations! Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3246481

Abstract: Infrared and visible image fusion aims to obtain an image that can retain the prominent infrared target and the detailed texture information from the source images. Most scale filter-based decomposition methods mainly attempt to extract… read more here.

Keywords: fusion; aware fusion; fusion framework; target aware ... See more keywords

Pansharpening via Frequency-Aware Fusion Network with Explicit Similarity Constraints

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recommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2023.3281829

Abstract: The process of fusing a high spatial resolution (HR) panchromatic (PAN) image and a low spatial resolution (LR) multispectral (MS) image to obtain an HRMS image is known as pansharpening. With the development of convolutional… read more here.

Keywords: fusion; aware fusion; fusion network; similarity ... See more keywords

Uncertain Category-Aware Fusion Network for Hyperspectral and LiDAR Joint Classification

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recommendations! Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2024.3424829

Abstract: The integration of hyperspectral (HS) imagery and light detection and ranging (LiDAR) for land cover classification has become a significant research topic. Numerous existing methods aim to interactively fuse the complementary features of HS and… read more here.

Keywords: classification; aware fusion; fusion; category aware ... See more keywords

Focus-Aware Fusion for Enhanced All-in-Focus Light Field Image Generation

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recommendations! Published in 2024 at "IEEE Transactions on Instrumentation and Measurement"

DOI: 10.1109/tim.2024.3449932

Abstract: All-in-focus images, containing comprehensive clear scene information, serve as the cornerstone for numerous high-precision light field (LF) measurement applications. However, generating all-in-focus images from original LF data necessitates exploiting the scene depth via refocusing techniques.… read more here.

Keywords: information; focus; aware fusion; focus aware ... See more keywords