LAUSR

About LAUSR
Donate
Contact Us

Follow us:

You are not signed in:

Sign Up!


   Articles with "scale fusion" as a keyword



Multi-scale fusion for image enhancement in shield tunneling: a combined MSRCR and CLAHE approach

Sign Up to like & get
recommendations! Published in 2024 at "Measurement Science and Technology"

DOI: 10.1088/1361-6501/ad25e4

Abstract: Aiming at addressing the complex lighting conditions in shield construction environments and enhancing the contrast of low-light images while preserving image details, this paper presents an image enhancement technique based on multi-scale fusion. The proposed… read more here.

Keywords: image; scale fusion; contrast; multi scale ... See more keywords

A Sea Surface Temperature Prediction Method Based on Spatiotemporal Scale Fusion and Multi-Factor Correlation Mining

Sign Up to like & get
recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3633610

Abstract: This study proposes a novel method for sea surface temperature (SST) prediction based on spatiotemporal scale fusion and multi-factor correlation mining, aimed at enhancing the accuracy of SST forecasts. The ocean is a critical component… read more here.

Keywords: method; multi; scale fusion; spatiotemporal scale ... See more keywords

Multi-Scale Fusion and Decomposition Network for Single Image Deraining

Sign Up to like & get
recommendations! Published in 2024 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2023.3334556

Abstract: Convolutional neural networks (CNNs) and self-attention (SA) have demonstrated remarkable success in low-level vision tasks, such as image super-resolution, deraining, and dehazing. The former excels in acquiring local connections with translation equivariance, while the latter… read more here.

Keywords: image; scale fusion; multi scale; network ... See more keywords

Multi-Scale Fusion With Matching Attention Model: A Novel Decoding Network Cooperated With NAS for Real-Time Semantic Segmentation

Sign Up to like & get
recommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2021.3115705

Abstract: This paper proposes a real-time multi-scale semantic segmentation network (MsNet). MsNet is a combination of our novel multi-scale fusion with matching attention model (MFMA) as the decoding network and the network searched by asymptotic neural… read more here.

Keywords: scale fusion; multi scale; network; matching attention ... See more keywords

MFLUnet: multi-scale fusion lightweight Unet for medical image segmentation

Sign Up to like & get
recommendations! Published in 2024 at "Biomedical Optics Express"

DOI: 10.1364/boe.529505

Abstract: Recently, the use of point-of-care medical devices has been increasing; however, many Unet and its latest variant networks have numerous parameters, high computational complexity, and slow inference speed, making them unsuitable for deployment on these… read more here.

Keywords: segmentation; scale fusion; medical image; image segmentation ... See more keywords

Multi-level channel-spatial attention and light-weight scale-fusion network (MCSLF-Net): multi-level channel-spatial attention and light-weight scale-fusion transformer for 3D brain tumor segmentation

Sign Up to like & get
recommendations! Published in 2025 at "Quantitative Imaging in Medicine and Surgery"

DOI: 10.21037/qims-2025-354

Abstract: Background Gliomas, the most aggressive primary tumors in the central nervous system, are characterized by high morphological heterogeneity and diffusely infiltrating boundaries. Such complexity poses significant challenges for accurate segmentation in clinical practice. Although deep… read more here.

Keywords: channel spatial; fusion; scale fusion; light weight ... See more keywords

MA-YOLO: A Pest Target Detection Algorithm with Multi-Scale Fusion and Attention Mechanism

Sign Up to like & get
recommendations! Published in 2025 at "Agronomy"

DOI: 10.3390/agronomy15071549

Abstract: Agricultural pest detection is critical for crop protection and food security, yet existing methods suffer from low computational efficiency and poor generalization due to imbalanced data distribution, minimal inter-class variations among pest categories, and significant… read more here.

Keywords: multi scale; scale fusion; detection; fusion attention ... See more keywords

Construction of Multi-Scale Fusion Attention Unified Perceptual Parsing Networks for Semantic Segmentation of Mangrove Remote Sensing Images

Sign Up to like & get
recommendations! Published in 2025 at "Applied Sciences"

DOI: 10.3390/app15020976

Abstract: Mangrove forests play a crucial role in coastal ecosystem protection and carbon sequestration processes. However, monitoring remains challenging due to the forests’ complex spatial distribution characteristics. This study addresses three key challenges in mangrove monitoring:… read more here.

Keywords: segmentation; attention; scale fusion; multi scale ... See more keywords