CorNet: Enhancing Motion Deblurring in Challenging Scenarios Using Correlation Image Sensor by Pan Wang, Toru Kurihara, Jun Yu

Get full text

Wheat Powdery Mildew Severity Classification Based on an Improved ResNet34 Model by Meilin Li, Yufeng Guo, Wei Guo, Hongbo Qiao, Lei Shi, Yang Liu, Guang Zheng, Hui Zhang, Qiang Wang

Get full text

Handover management in beyond 5G HetNet topologies with unbalanced user distribution by Abdussamet Hatipoglu, Mehmet Akif Yazici, Mehmet Basaran, Mine Ardanuc, Lutfiye Durak-Ata

Get full text

Colony Binary Classification Based on Persistent Homology Feature Extraction and Improved EfficientNet by Zumin Wang, Ke Yang, Jie Tang, Jun Gao, Yuhao Zhang, Wei Xu, Chun-Ming Huang

“…To achieve accurate and efficient colony classification, this paper proposes a high-precision method based on Persistent Homology (PH) and an improved EfficientNet. Specifically, (1) a PH feature extraction algorithm is applied to Candida albicans (CA) and Staphylococcus epidermidis (SE) colonies cultured for 18 h in Petri dishes to capture their topological information. (2) The Mobile Inverted Bottleneck Convolution (MBConv) module in EfficientNet is modified, enhancing the attention mechanism to better handle local small targets. (3) A novel self-attention mechanism named the Spatial and Contextual Transformer (SCoT), which is introduced to process information at multiple scales, increasing the resolution in orthogonal directions of the image and the aggregation capability of feature maps. …”
Get full text

KAN-ResNet-Enhanced Radio Frequency Fingerprint Identification with Zero-Forcing Equalization by Hongbo Chen, Ruohua Zhou, Qingsheng Yuan, Ziye Guo, Wei Fu

Get full text

PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition by Jia Le Ngwe, Kian Ming Lim, Chin Poo Lee, Thian Song Ong, Ali Alqahtani

Get full text

Design of netted muskmelon digital twin growth model based on HMM+LSTM algorithm by LU Peng, LIU Mingtang, WU Shanshan, LI Bin, LI Shihao, WANG Changchun, YANG Yangrui, JIANG Enhui

Get full text

A Novel Remote Sensing Recognition Using Modified GMM Segmentation and DenseNet by Muhammad Waqas Ahmed, Moneerah Alotaibi, Sultan Refa Alotaibi, Dina Abdulaziz Alhammadi, Asaad Algarni, Ahmad Jalal, Jeongho Cho

“…Leveraging the power of deep learning, a DenseNet architecture achieves superior classification accuracy based on the optimized feature set. …”
Get full text

IoT-Enhanced Smart Parking Management With IncepDenseMobileNet for Improved Classification by Xiaoxia Zheng, Wenxi Feng, Ning Wang, Huhemandula

Get full text

RetinalVasNet: a deep learning approach for robust retinal microvasculature detection by Zhaomin Yao, Zhaomin Yao, Cengcong Xing, Gancheng Zhu, Weiming Xie, Weiming Xie, Zhiguo Wang, Zhiguo Wang, Guoxu Zhang, Guoxu Zhang

Get full text

A Solution Method for Partial Differential Equations by Fusing Fourier Operators and U-Net by Tao Zhang, Xinran Zhu

“…This paper presents an innovative method based on the combination of a U-Net neural network with Fourier neural operators, aiming to improve the accuracy and efficiency of solving partial differential equations. …”
Get full text

Yaw Noise Fault Detection for Wind Turbines Based on ResNet-Transformer Model by CHEN Yanan, HU Kaikai, LI Ziyuan, WANG Lipeng

“…To enhance the accuracy of diagnosing yaw noise faults in wind turbines, this paper develops a deep residual network (ResNet)-Transformer model based on acoustic signals. …”
Get full text

Smart Physiotherapy: Advancing Arm-Based Exercise Classification with PoseNet and Ensemble Models by Shahzad Hussain, Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Muhammad Amjad Raza, Josep Alemany Iturriaga, Álvaro Velarde-Sotres, Isabel De la Torre Díez, Sandra Dudley

Get full text

CSA-Net: Complex Scenarios Adaptive Network for Building Extraction for Remote Sensing Images by Dongjie Yang, Xianjun Gao, Yuanwei Yang, Minghan Jiang, Kangliang Guo, Bo Liu, Shaohua Li, Shengyan Yu

“…Therefore, we propose a complex scenarios adaptive network (CSA-Net) for building extraction. CSA-Net is comprised of the hierarchical-context feature extraction (HFE) module, the global-local feature interaction (GFI) module, and the multiscale-adaptive feature fusion (MFF) structure. …”
Get full text

SDMA-Net: Swin Transformer-Based Dynamic Memory-Attention Network for Endoscopic Navigation by Runnan Zhang, Qi Tian, Jinghui Chu, Wei Lu

Get full text

TableBorderNet: A Table Border Extraction Network Considering Topological Regularity by Jing Yang, Shengqiang Zhou, Xialing Li, Yuchun Huang, Honglin Jiang

Get full text

Radio Frequency Interference Detection Using Swin Transformer Embedding U2-Net by Shengdi Chen, Bo Liang

“…To this end, we propose a novel deep learning–based RFI detection model named ST-U2Net, which combines the Swin Transformer and the Residual U-block (RSU) of U2-Net to form a dual-encoder architecture. …”
Get full text

EPIMR: Prediction of Enhancer-Promoter Interactions by Multi-Scale ResNet on Image Representation by Qiaozhen Meng, Yinuo Lyu, Xiaoqing Peng, Junhai Xu, Jijun Tang, Fei Guo

“…First, Hilbert Curve is utilized to represent sequences to images to preserve the position and spatial information. Second, a multi-scale residual neural network (ResNet) is used to learn the distinguishing features of different abstraction levels. …”
Get full text

RMIS-Net: a fast medical image segmentation network based on multilayer perceptron by Binbin Zhang, Guoliang Xu, Yiying Xing, Nanjie Li, Deguang Li

Get full text

AlexNet-Based Feature Extraction for Cassava Classification: A Machine Learning Approach by Miftahus Sholihin, Mohd Farhan Md Fudzee, Mohd Norasri Ismail

Get full text