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   Articles with "edge aware" as a keyword



Motion Recognition Algorithm Based on Deep Edge-Aware Pyramid Pooling Network in Human–Computer Interaction

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recommendations! Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2952432

Abstract: Action recognition is an important research direction in computer vision, which has worldwide applications, such as video surveillance, human-robot interaction and so on. Due to the influence of complex background and multi-angle changes, accurate recognition… read more here.

Keywords: pyramid pooling; edge aware; computer; motion recognition ... See more keywords

Efficient Polarization Demosaicking Via Low-Cost Edge-Aware and Inter-Channel Correlation

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recommendations! Published in 2024 at "IEEE Photonics Journal"

DOI: 10.1109/jphot.2024.3502117

Abstract: Efficient and high-fidelity polarization demosaicking is critical for the industrial applications of division of focal plane (DoFP) polarization imaging systems. However, existing methods often struggle to balance speed, accuracy, and complexity. This study introduces a… read more here.

Keywords: low cost; edge aware; inter channel; polarization demosaicking ... See more keywords

An Edge-Aware Multitask Network Based on CNN and Transformer Backbone for Farmland Instance Segmentation

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recommendations! Published in 2024 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2024.3435425

Abstract: Accurate farmland instance segmentation is a fundamental task in smart agriculture. Currently, extracting farmland edges as constraint information for farmland segmentation has become the mainstream solution. However, in actual farmland segmentation, single farmland may exhibit… read more here.

Keywords: instance segmentation; segmentation; edge aware; farmland instance ... See more keywords

EAS-Unet: Edge-Aware Spiking Unet for Real-Time Runway Segmentation in Complex SAR Scenes

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recommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2025.3627129

Abstract: Airport runway segmentation in spaceborne SAR imagery is critical for aircraft localization and holds strategic importance in military reconnaissance, aviation safety, and emergency response. However, existing semantic segmentation methods based on artificial neural networks (ANNs)… read more here.

Keywords: time; segmentation; edge aware; eas unet ... See more keywords

Edge-Aware Superpixel Generation for SAR Imagery With One Iteration Merging

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recommendations! Published in 2021 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2020.3005973

Abstract: Most of the existing superpixel generation methods are based on local iterative clustering. However, such methods have the following shortcomings: 1) these methods require several iterations and the number of iterations is difficult to determine… read more here.

Keywords: superpixel generation; iteration; one iteration; edge aware ... See more keywords

Target Detection Based on Edge-Aware and Cross-Coupling Attention for SAR Images

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recommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2021.3130920

Abstract: Due to the existence of speckle noise, background clutter, backscattering points, and geometric distortion of some targets in synthetic aperture radar (SAR) images, extracting multiscale and multilocation targets accurately is still a great challenge. To… read more here.

Keywords: sar; edge aware; detection; cross coupling ... See more keywords

Edge Aware Network for Image Dehazing

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recommendations! Published in 2022 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2021.3130014

Abstract: The learning-based methods have recently shown their advantages in the image dehazing task. However, most existing learning-based methods do not pay much attention to the restoration in the edges of the hazy image, resulting in… read more here.

Keywords: edge aware; aware network; image; edge ... See more keywords
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GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation

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recommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"

DOI: 10.1109/tpami.2020.3020800

Abstract: In this paper, we propose a geometric neural network with edge-aware refinement (GeoNet++) to jointly predict both depth and surface normal maps from a single image. Building on top of two-stream CNNs, GeoNet++ captures the… read more here.

Keywords: surface; surface normals; edge aware; depth ... See more keywords

LTC‐IR: Multiview Edge‐Aware Inverse Rendering with Linearly Transformed Cosines

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recommendations! Published in 2025 at "Computer Graphics Forum"

DOI: 10.1111/cgf.70262

Abstract: Decomposing environmental lighting and materials is challenging as they are tightly intertwined and integrated over the hemisphere. In order to precisely decouple them, the lighting representation must represent general image features such as object boundaries… read more here.

Keywords: linearly transformed; inverse rendering; edge aware; transformed cosines ... See more keywords

Edge-Aware Adaptive Hyperspectral Acquisition via Synergistic Dual-Camera Architecture

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recommendations! Published in 2025 at "Optics Express"

DOI: 10.1364/oe.573433

Abstract: Snapshot hyperspectral imagers enable the acquisition of rich spatial and spectral information in a single exposure, making them a powerful tool for a wide range of high-speed applications. A prominent class of snapshot hyperspectral imaging… read more here.

Keywords: hyperspectral acquisition; edge aware; reconstruction; acquisition ... See more keywords

Edge-Aware Dual-Task Image Watermarking Against Social Network Noise

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recommendations! Published in 2024 at "Applied Sciences"

DOI: 10.3390/app15010057

Abstract: In the era of widespread digital image sharing on social media platforms, deep-learning-based watermarking has shown great potential in copyright protection. To address the fundamental trade-off between the visual quality of the watermarked image and… read more here.

Keywords: image; edge aware; dual task; social network ... See more keywords