Potato late blight leaf detection in complex environments by Jingtao Li, Jiawei Wu, Rui Liu, Guofeng Shu, Xia Liu, Kun Zhu, Changyi Wang, Tong Zhu

“…To help detect this disease in complex environments, an improved YOLOv5 algorithm is proposed. First, ShuffleNetV2 is used as the backbone network to reduce the number of parameters and computational load, making the model more lightweight. …”
Get full text

Few-Shot Classification Study for Prototype Fusion and Completion by Yuheng Wang, Yanguo Sun, Zhenping Lan, Nan Wang, Jiansong Li, Xincheng Yang

Get full text

Swin Transformer and the Unet Architecture to Correct Motion Artifacts in Magnetic Resonance Image Reconstruction by Md. Biddut Hossain, Rupali Kiran Shinde, Shariar Md Imtiaz, F. M. Fahmid Hossain, Seok-Hee Jeon, Ki-Chul Kwon, Nam Kim

Get full text

Research on Key Optimization Technologies for Transmission Network of Ubiquitous Power Internet of Things by Jialin CHEN, Yi HE, Lei LI, Zheng ZHOU, Jun SUN, Jie ZHANG

Get full text

Improving SAR Ship Detection Accuracy by Optimizing Polarization Modes: A Study of Generalized Compact Polarimetry (GCP) Performance by Guo Song, Yunkai Deng, Heng Zhang, Xiuqing Liu, Sheng Chang

“…This translates to AP50 improvements of 0.5–4.7% (Faster R-CNN) and 0.1–5.5% (RetinaNet) over five common baseline modes. Crucially, this enhancement arises from optimizing the interaction between the polarization mode and target/clutter scattering characteristics rather than algorithmic improvements, supporting the proposed “optimization from the information source” strategy. …”
Get full text

Adaptive mesh-aligned Gaussian Splatting for monocular human avatar reconstruction by Hai Yuan, Xia Yuan, Yanli Liu, Guanyu Xing, Jing Hu, Xi Wu, Zijun Zhou

Get full text

ROBOT NAVIGATION IN INDOOR ENVIRONMENT THROUGH SELF LEARNING by Chandan Kalita, Kishore Kashyap, Mirzanur Rahman, Satyajit Sarma, Parvez Aziz Boruah

Get full text

Deep ensemble learning-driven fully automated multi-structure segmentation for precision craniomaxillofacial surgery by Jiahao Bao, Zongcai Tan, Yifeng Sun, Xinyu Xu, Huazhen Liu, Weiyi Cui, Yang Yang, Mengjia Cheng, Yiming Wang, Congshuang Ku, Yuen Ka Ho, Jiayi Zhu, Linfeng Fan, Dahong Qian, Shunyao Shen, Yaofeng Wen, Hongbo Yu

Get full text

Sea Surface Floating Small-Target Detection Based on Dual-Feature Images and Improved MobileViT by Yang Liu, Hongyan Xing, Tianhao Hou

“…The method converts 1D sea clutter signals into two-dimensional (2D) fused images by means of a Gramian angular difference field (GADF) and recurrence plot (RP), enhancing the model’s key-information extraction. The improved MobileViT architecture enhances detection capabilities through multi-scale feature fusion with local–global information interaction, integration of coordinate attention (CA) for directional spatial feature enhancement, and replacement of ReLU6 with SiLU activation in MobileNetV2 (MV2) modules to boost nonlinear representation. …”
Get full text

A Dual-Branch Network of Strip Convolution and Swin Transformer for Multimodal Remote Sensing Image Registration by Kunpeng Mu, Wenqing Wang, Han Liu, Lili Liang, Shuang Zhang

“…Multimodal remote sensing image registration aims to achieve effective fusion and analysis of information by accurately aligning image data obtained by different sensors, thereby improving the accuracy and application value of remote sensing data in engineering. …”
Get full text

A Student Facial Expression Recognition Model Based on Multi-Scale and Deep Fine-Grained Feature Attention Enhancement by Zhaoyu Shou, Yi Huang, Dongxu Li, Cheng Feng, Huibing Zhang, Yuming Lin, Guangxiang Wu

“…The experimental results demonstrate that the proposed SFER-MDFAE outperforms the existing state-of-the-art methods, achieving an accuracy of 76.18% on FER2013, 92.75% on FERPlus, 92.93% on RAF-DB, 67.86% on AffectNet, and 93.74% on the real smart classroom facial expression dataset (SCFED). …”
Get full text

Hyperspectral Imaging Combined with a Dual-Channel Feature Fusion Model for Hierarchical Detection of Rice Blast by Yuan Qi, Tan Liu, Songlin Guo, Peiyan Wu, Jun Ma, Qingyun Yuan, Weixiang Yao, Tongyu Xu

Get full text

A Transfer Learning Remote Sensing Landslide Image Segmentation Method Based on Nonlinear Modeling and Large Kernel Attention by Jiajun Li, Qiang Li, Jinzheng Lu, Kui Zheng, Lijuan Wei, Qiang Xiang

“…The key contributions and findings are as follows. (1) We embed a Tokenized KAN Block (Tok-KAN) in U-Net++ to enhance complex feature modeling, leveraging Tok-KAN’s strengths in nonlinear modeling and relationship capture. (2) We design a Dual Large Fusion Selective Kernel Attention (DLFFSKA) module to improve global perception and contextual information capture. (3) We apply transfer learning to transfer feature-rich remote sensing image features to landslide data, significantly improving segmentation performance. …”
Get full text

Circulating current suppression strategy for VSG parallel system with island microgrid by NI Liang, LIU Guiying, SU Qiankun, LI Zhixuan, LUO Junjie

Get full text

Dilated Neural Networks for Improving Microaneurysm Detection in Fundus Images by Norah Asiri, Abdel Monim Artoli, Muna Al-Razgan, Taha Alfakih

Get full text

WSCDNet: A Window Structural Similarity Guided Deep Feature Recalibration Method for Remote Sensing Image Change Detection by Siming Fu, Sijun Dong, Xiaoliang Meng

“…In this study, we propose a detection framework predicated on the EfficientNet-B5 architecture. To address the issues of insufficient communication and feature confusion between bi-temporal images, we incorporate information interaction modules designed with aggregation and distribution mechanisms at strategic intervals. …”
Get full text

Dynamic Grouping With Multi-Manifold Attention for Multi-View 3D Object Reconstruction by Georgios Kalitsios, Dimitrios Konstantinidis, Petros Daras, Kosmas Dimitropoulos

“…This work aims to address this issue by proposing a novel approach to compute information-rich inter-view features by combining image tokens with similar distinctive characteristics among the different views dynamically. …”
Get full text

Pulmonary Nodules Detection Algorithm Combining Multi-view and Attention Mechanism by LIU Yu-bo, LIU Guo-zhu, SHI Cao, XU Can-hui

“…To solve the problems of low detection rate and high false positive of nodules in low-dose lung CT images by traditional computer-aided diagnosis system, a two-stage pulmonary nodules detection model based on U-Net network and attention mechanism was proposed. …”
Get full text

A Planning Method for Charging Station Based on Long-Term Charging Load Forecasting of Electric Vehicles by Boyu Xiang, Zhengyang Zhou, Shukun Gao, Guoping Lei, Zefu Tan

Get full text

Convolutional Recurrent Neural Networks for Observation-Centered Plant Identification by Xuanxin Liu, Fu Xu, Yu Sun, Haiyan Zhang, Zhibo Chen

Get full text