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Random Undersampled Digital Elevation Model Super-Resolution Based on Terrain Feature-Aware Deep Learning Network
Published 2025-01-01“…However, DEM data and general images have unique characteristics and fundamental differences, making it inappropriate to directly apply image-based super-resolution methods to extract terrain features. Meanwhile, the general spatial interpolation algorithms based on deep learning usually have low model complexity and lack the specific designed loss function, which usually leads to significant interpolation errors. …”
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443
Deep learning based bio-metric authentication system using a high temporal/frequency resolution transform
Published 2024-12-01Get full text
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Evaluation of a content-based image retrieval system for radiologists in high-resolution CT of interstitial lung diseases
Published 2025-01-01“…This can provide educational benefits and more time-efficient management of complex cases. Key Points A content-based image retrieval (CBIR) software improves diagnostic accuracy and confidence for in-training radiologists for interstitial lung disease (ILD) assessment on computed tomography (CT). …”
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WideHRNet: An Efficient Model for Human Pose Estimation Using Wide Channels in Lightweight High-Resolution Network
Published 2024-01-01“…Our network structure follows multiple stages and multiple branches while maintaining high-resolution output along the network. Hence, we called this network Wide High-Resolution Network (WideHRNet). …”
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Adaptive Array Shape Estimation and High-Resolution Sensing for AUV-Towed Linear Array Sonar During Turns
Published 2025-08-01“…By treating the array shape as a hyperparameter, an adaptive central angle (shape) marginal likelihood maximization (ASMLM) algorithm is derived to jointly estimate the array shape and the directions of arrival (DOAs) of sources. The high-resolution ASMLM algorithm is used to improve the DOA estimation performance, effectively suppress left–right ambiguity and significantly reduce computational complexity, making it suitable for AUV platforms with limited computational resources. …”
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450
Development of a Real-Time, Large Area, High Spatial Resolution Particle Tracker Based on Scintillating Fibers
Published 2014-01-01“…The goals for the final detector are to achieve real-time imaging performances, a large detection area, and a high spatial resolution, particularly suitable for medical imaging applications. …”
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451
Preparation of oxygen-sensitive proteins for high-resolution cryoEM structure determination using blot-free vitrification
Published 2025-04-01“…This robust workflow allows for high-resolution structure determination of dynamic, oxygen-sensitive proteins, of varying complexity and molecular weight.…”
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A Lightweight Single-Image Super-Resolution Method Based on the Parallel Connection of Convolution and Swin Transformer Blocks
Published 2025-02-01“…The experimental results show that the proposed network effectively balances SR performance and network complexity, achieving good results in the lightweight SR domain. …”
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454
High-Resolution Rotor Fault Diagnosis of Wound Rotor Induction Machine Based on Stator Current Signature Analyses
Published 2024-02-01“…The method has better accuracy due to better spectral resolution and resolvability. Furthermore, computational complexity in the proposed method will be reduced in comparison to the previous conventional ones which have used the Fast Fourier transform (FFT). …”
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A comprehensive evaluation of deep vision transformers for road extraction from very-high-resolution satellite data
Published 2025-06-01“…Transformer-based semantic segmentation architectures excel in extracting road networks from very-high-resolution (VHR) satellite images due to their ability to capture global contextual information. …”
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Improved lightweight DeepLabV3+ for bare rock extraction from high-resolution UAV imagery
Published 2025-11-01Get full text
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457
Protocol to decipher complex spatial transcriptomics data using STMiner
Published 2025-06-01“…Summary: Complex spatial transcriptomics (ST) data analysis can be challenging due to uneven sampling, sparsity, and ambiguous tissue boundaries. …”
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458
The Mass of the Vela Pulsar Progenitor and the Age of the Vela-Puppis Complex
Published 2025-01-01“…These stars belong to the Vela-Puppis complex, revealing the region’s star formation history. …”
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Detection of Photovoltaic Arrays in High-Spatial-Resolution Remote Sensing Images Using a Weight-Adaptive YOLO Model
Published 2025-04-01“…Particularly concerning the complex spatial distribution characteristics formed by multiple types of PV power stations within China, this study overcomes traditional technical limitations that rely on very high-resolution (0.3–0.8 m) aerial imagery and manual annotation templates. …”
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RM-CSTV: An effective high-resolution method of non-line-of-sight millimeter-wave radar 3-D imaging
Published 2024-08-01“…Second, an effective high-resolution NLOS imaging method based on the range migration (RM) kernel and complex sparse joint total variation constraint, dubbed as modified RM-CSTV, is proposed for 3-D high-resolution imaging with edge information. …”
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