Articles with "gated fusion" as a keyword



Deformable Object Tracking With Gated Fusion

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Published in 2019 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2019.2902784

Abstract: The tracking-by-detection framework receives growing attention through the integration with the convolutional neural networks (CNNs). Existing tracking-by-detection-based methods, however, fail to track objects with severe appearance variations. This is because the traditional convolutional operation is… read more here.

Keywords: appearance; deformable convolution; tracking detection; gated fusion ... See more keywords

Polarization-driven camouflaged object segmentation via gated fusion.

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Published in 2022 at "Applied optics"

DOI: 10.1364/ao.466339

Abstract: Recently, polarization-based models for camouflaged object segmentation have attracted research attention. However, to construct this camouflaged object segmentation model, the main challenge is to effectively fuse polarization and light intensity features. Therefore, we propose a… read more here.

Keywords: gated fusion; segmentation; object segmentation; polarization ... See more keywords

HCTG-Net: A Hybrid CNN–Transformer Network with Gated Fusion for Automatic ECG Arrhythmia Diagnosis

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Published in 2025 at "Bioengineering"

DOI: 10.3390/bioengineering12111268

Abstract: Accurate detection of cardiac arrhythmias from electrocardiogram (ECG) signals is essential for the early diagnosis of cardiovascular diseases but remains challenging due to the complex, non-linear nature of ECG waveforms. This study proposes HCTG-Net, a… read more here.

Keywords: diagnosis; ecg; gated fusion; hctg net ... See more keywords