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Feature separation and non-shadow information-guided shadow removal network [PDF]
Tongxin xuebaoTo tackle the performance bottlenecks and color deviation issues stemming from current shadow removal methods, a feature separation and non-shadow information guided shadow removal network (FSNIG-ShadowNet) was constructed.
HUANG Ying +4 more
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Automatic Shadow Direction Determination using Shadow Low Gradient Direction Feature in RGB VHR Remote Sensing Images [PDF]
Journal of Artificial Intelligence and Data Mining, 2022 Shadow detection provides worthwhile information for remote sensing applications, e.g. building height estimation. Shadow areas are formed in the opposite side of the sunlight radiation to tall objects, and thus, solar illumination angle is required to ...
M. Kakooei, Y. Baleghi
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IET Computer Vision, 2018 Shadow features such as colour ratio, texture, and chromaticity have proved to be quite effective in shadow detection. Many shadow detection methods have been proposed on the basis of different features.
Liangqiong Qu +4 more
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A Moving Shadow Elimination Method Based on Fusion of Multi-Feature
IEEE Access, 2020 Moving shadow elimination plays an important role in the field of moving object detection. However, the accuracy of shadow elimination is an open question, due to illumination and complex texture.
Hongrui Zhang +4 more
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ShadowFormer++: multi-scale shadow priors and diffusion-guided refinement for high-fidelity shadow removal [PDF]
Scientific ReportsShadows in images cause significant challenges for computer vision applications as they degrade image quality and hinder tasks such as object detection, visual tracking, and semantic segmentation.
Stutee Mohanty +2 more
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MSFANet: Multi-Scale Strip Feature Attention Network for Cloud and Cloud Shadow Segmentation
Remote Sensing, 2023 Cloud and cloud shadow segmentation is one of the most critical challenges in remote sensing image processing. Because of susceptibility to factors such as disturbance from terrain features and noise, as well as a poor capacity to generalize ...
Kai Chen +5 more
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IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingHigh-resolution remote sensing image shadow detection has wide applications in target recognition, land information retrieval, and other fields.
Xueli Chang +4 more
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Shadow-Based False Target Identification for SAR Images
Remote Sensing, 2023 In radar electronic countermeasures, as the difference between jamming and targets continues to decrease, traditional methods that are implemented based on classical features are currently unable to meet the requirements of jamming detection.
Haoyu Zhang +5 more
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Temporal Feature Warping for Video Shadow Detection
CoRR, 2021 While single image shadow detection has been improving rapidly in recent years, video shadow detection remains a challenging task due to data scarcity and the difficulty in modelling temporal consistency. The current video shadow detection method achieves this goal via co-attention, which mostly exploits information that is temporally coherent but is ...
Shilin Hu +2 more
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