Snow Removal From Light Field Images
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2951917
Abstract: In this paper, we propose a novel deep convolutional neural network (DCNN) for removing snowflakes from light field (LF) images. We observe that snowflakes in LF images always interrupt slopes in background scenes in epipolar… read more here.
Keywords: removal light; snow removal; light field; field images ... See more keywords
End to End Segmentation of Canola Field Images Using Dilated U-Net
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3073715
Abstract: Semantic segmentation is used in many fields like agriculture, medical imaging, and autonomous driving. The paper proposes an end to end solution for efficient weeds and crop segmentation in field environment application. The crop/weeds segmented… read more here.
Keywords: field; end end; end; inline formula ... See more keywords
3D reconstruction of light-field images based on spatiotemporal correlation super-resolution.
Sign Up to like & getrecommendations! Published in 2023 at "Applied optics"
DOI: 10.1364/ao.484909
Abstract: In this paper, we make full advantage of the information correlation of subaperture images and propose a new super-resolution (SR) reconstruction method based on spatiotemporal correlation to achieve SR reconstruction for light-field images. Meanwhile, the… read more here.
Keywords: light field; reconstruction light; field images; reconstruction ... See more keywords
Rapid simulations of hyperspectral near-field images of three-dimensional heterogeneous surfaces.
Sign Up to like & getrecommendations! Published in 2021 at "Optics express"
DOI: 10.1364/oe.440821
Abstract: The scattering-type scanning near-field optical microscope (s-SNOM) has emerged as a powerful tool for resolving nanoscale inhomogeneities in laterally heterogeneous samples. However, most analytical models used to predict the scattering near-field signals are assuming homogenous… read more here.
Keywords: field; simulations hyperspectral; near field; hyperspectral near ... See more keywords
Rapid simulations of hyperspectral near-field images of three-dimensional heterogeneous surfaces - part II.
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DOI: 10.1364/oe.452949
Abstract: The modeling of the near-field interaction in the scattering-type scanning near-field optical microscope (s-SNOM) is rapidly advancing, although an accurate yet versatile modeling framework that can be easily adapted to various complex situations is still… read more here.
Keywords: field; hyperspectral near; near field; rapid simulations ... See more keywords
Perspective clipping and fast rendering of light field images for holographic stereograms using RGBD data.
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DOI: 10.1364/oe.470833
Abstract: The production of holographic stereogram (HS) requires a huge amount of light field data. How to efficiently clip and render these image data remains a challenge in the field. This work focuses on the perspective… read more here.
Keywords: light field; rgbd data; field images; perspective clipping ... See more keywords