A multi-scale features-based method to detect Oplegnathus
Sign Up to like & getrecommendations! Published in 2020 at "Information Processing in Agriculture"
DOI: 10.1016/j.inpa.2020.10.001
Abstract: Abstract It is of great significance to use underwater video and image processing technology to detect and analyze fish behaviors. In this paper, an Oplegnathus image dataset for fish behaviors study by deep learning algorithm… read more here.
Keywords: scale features; fish behaviors; method; multi scale ... See more keywords
Excavate the Potential of Single-Scale Features: A Decomposition Network for Water-Related Optical Image Enhancement
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2025.3621304
Abstract: Underwater image enhancement techniques typically rely on multiscale feature extraction to restore images degraded by light absorption and scattering. This article challenges that dominant paradigm by demonstrating that a meticulously designed single-scale architecture can achieve… read more here.
Keywords: single scale; decomposition network; scale features; scale ... See more keywords
BIMS-PU: Bi-Directional and Multi-Scale Point Cloud Upsampling
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3183932
Abstract: The learning and aggregation of multi-scale features are essential in empowering neural networks to capture the fine-grained geometric details in the point cloud upsampling task. Most existing approaches extract multi-scale features from a point cloud… read more here.
Keywords: point cloud; cloud upsampling; multi scale; scale features ... See more keywords
CSformer: Cross-Scale Features Fusion Based Transformer for Image Denoising
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3199145
Abstract: Window self-attention based Transformer receives the advanced results in image denoising. However, the current methods still have some limitations in capturing the global dependencies and local responses. To tackle these problems, this paper proposes a… read more here.
Keywords: cross scale; scale; scale features; image denoising ... See more keywords
Multi-Scale Features Are Effective for Multi-Modal Classification: An Architecture Search Viewpoint
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2024.3470996
Abstract: Multi-modal neural architecture search (MNAS) is an effective approach to obtain task-adaptive multi-modal classification models. Deep neural networks, as currently main-stream feature extractors, can provide hierarchical features for each modality. Existing MNAS methods face difficulty… read more here.
Keywords: multi; scale features; multi scale; multi modal ... See more keywords
Leveraging explainable multi-scale features for fine-grained circRNA-miRNA interaction prediction
Sign Up to like & getrecommendations! Published in 2025 at "BMC Biology"
DOI: 10.1186/s12915-025-02227-6
Abstract: Circular RNAs (circRNAs) and microRNAs (miRNAs) interactions have essential implications in various biological processes and diseases. Computational science approaches have emerged as powerful tools for studying and predicting these intricate molecular interactions, garnering considerable attention.… read more here.
Keywords: scale features; circrna mirna; fine grained; multi scale ... See more keywords
Unsupervised seismic random noise attention using 3D enhanced multi-scale features
Sign Up to like & getrecommendations! Published in 2025 at "GEOPHYSICS"
DOI: 10.1190/geo2024-0891.1
Abstract: Effective suppression of random noise while preserving seismic signal has consistently been a key challenge in seismic data processing. The high dimensionality and complex spatial structure of three-dimensional (3D) seismic data often lead traditional denoising… read more here.
Keywords: multi scale; scale features; enhanced multi; random noise ... See more keywords
Automatic Essay Scoring Method Based on Multi-Scale Features
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13116775
Abstract: Essays are a pivotal component of conventional exams; accurately, efficiently, and effectively grading them is a significant challenge for educators. Automated essay scoring (AES) is a complex task that utilizes computer technology to assist teachers… read more here.
Keywords: multi scale; essay scoring; method based; based multi ... See more keywords