过去一年中添加的文章,按日期排序

Robust Speech Enhancement and Super-resolution Across Multiple Signal Domains

H Wang - 2024 - rave.ohiolink.edu
2 天前 - … in deep learning have significantly enhanced the performance of supervised learning
… this field, and deep neural networks (DNNs) effectively suppress background noise for …

Suppressing the HIFU interference in ultrasound guiding images with a diffusion-based deep learning model

D Cai, K Yang, X Liu, J Xu, Y Ran, Y Xu… - Computer Methods and …, 2024 - Elsevier
9 天前 - … This paper proposed the use of a deep learning (DL) solution, specifically a … to
suppress the HIFU interference. We considered the images contaminated with HIFU interference

A multi-scale context-aware and batch-independent lightweight network for green tide extraction from SAR images

M Xu, X Zhu, Y Liu, S Liu, H Sheng - International Journal of …, 2024 - Taylor & Francis
10 天前 - interference, uneven greyscale and blurred boundaries in SAR images. Meanwhile,
the practical application of deep learning … of the green tide region and suppress the effect of …

ADBNet: An Attention-Guided Deep Broad Convolutional Neural Network for the Classification of Breast Cancer Histopathology Images

M Rahman, K Deb, PK Dhar, T Shimamura - IEEE Access, 2024 - ieeexplore.ieee.org
11 天前 - … selective features while suppressing irrelevant ones. It also has a deep broad block
that … Firstly, while our application of deep learning has helped to narrow the gap in accuracy …

Automated detection of pavement distress based on enhanced YOLOv8 and synthetic data with textured background modeling

S Wang, B Cai, W Wang, Z Li, W Hu, B Yan… - Transportation …, 2024 - Elsevier
12 天前 - … for accident prevention, and deep learning based algorithms have been developed
to … of pavement distress accurately and suppress the interference of complex backgrounds (…

A Review of Electromagnetic Elimination Methods for low-field portable MRI scanner

W Bian - arXiv preprint arXiv:2406.17804, 2024 - arxiv.org
13 天前 - … and deep learningdeep learning approaches. Through a series of experiments
and analyses, we will demonstrate how deep learning can provide superior EMI suppression, …

Reinforcement Learning for SAR Target Orientation Inference with the Differentiable SAR Renderer

Y Wang, H Jia, S Fu, H Lin, F Xu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
14 天前 - … We propose an interactive deep reinforcement learning (… effectively suppress the
complex background interference, … Particularly, deep learning (DL) has provided possibilities …

Citrus disease classification model based on improved ConvNeXt

J Yan, Y Mo, Y Yu, S Dou, R Yang - IEEE Access, 2024 - ieeexplore.ieee.org
15 天前 - … on lesion features, and suppresses the interference of background … of recognition
algorithms, deep learning has greatly … Deep learning has attracted more and more attention in …

TBC-MI: Suppressing noise labels by maximizing cleaning samples for robust image classification

Y Li, Z Guo, L Wang, L Xu - Information Processing & Management, 2024 - Elsevier
22 天前 - … The success of deep learning in classification tasks has made researchers confident.
The prevailing belief is that deep neural networks can achieve outstanding performance …

[HTML][HTML] NSBR-Net: A Novel Noise Suppression and Boundary Refinement Network for Breast Tumor Segmentation in Ultrasound Images

Y Sun, Z Huang, G Cai, J Su, Z Gong - Algorithms, 2024 - mdpi.com
23 天前 - … in this area, including machine learning methods [39] and deep learning methods
[40]. … By combining deep learning methods with other breast cancer screening techniques, …