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Pulmonary diseases accurate recognition using adaptive multiscale feature fusion in chest radiography

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0 Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-13479-1

Abstract: Pulmonary disease can severely impair respiratory function and be life-threatening. Accurately recognizing pulmonary diseases in chest X-ray images is challenging due to overlapping body structures and the complex anatomy of the chest. We propose an… read more here.

Keywords: adaptive multiscale; pulmonary diseases; fusion; feature fusion ... See more keywords

MTF driven adaptive multiscale bilateral filtering for pansharpening

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0 Published in 2019 at "International Journal of Remote Sensing"

DOI: 10.1080/01431161.2019.1590874

Abstract: ABSTRACT The recently proposed Bilateral Filter Luminance Proportional (BFLP) method extracts the high-frequency details from panchromatic (Pan) image via a multiscale bilateral filter and adds them proportionally to the multispectral (MS) image. Although this approach… read more here.

Keywords: adaptive multiscale; mtf driven; bilateral filter; multiscale bilateral ... See more keywords

Adaptive MultiScale Segmentations for Hyperspectral Image Classification

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0 Published in 2020 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2020.2971716

Abstract: The number of superpixels (i.e., segmentation scale) is crucial for spectral–spatial hyperspectral image (HSI) classification. Existing methods always set the segmentation scale through a manually experimental strategy, which is time-consuming and unsuitable for various complicated… read more here.

Keywords: hyperspectral image; multiscale segmentations; adaptive multiscale; image ... See more keywords

Air Pollution Monitoring by Integrating Local and Global Information in Self-Adaptive Multiscale Transform Domain

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0 Published in 2025 at "IEEE Transactions on Multimedia"

DOI: 10.1109/tmm.2025.3535351

Abstract: This paper proposed a novel image-based air pollution monitor (IAPM) by incorporating local and global information in the self-adaptive multiscale transform domain, so as to achieve the timely and effective leakage detection of typical air… read more here.

Keywords: global information; adaptive multiscale; local global; self adaptive ... See more keywords

Uncertainty-Aware Adaptive Multiscale U-Net for Low-Contrast Cardiac Image Segmentation

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0 Published in 2025 at "Applied Sciences"

DOI: 10.3390/app15042222

Abstract: Medical image analysis is critical for diagnosing and planning treatments, particularly in addressing heart disease, a leading cause of mortality worldwide. Precise segmentation of the left atrium, a key structure in cardiac imaging, is essential… read more here.

Keywords: adaptive multiscale; multiscale net; segmentation; image ... See more keywords