Toward Sustainable Agriculture: DPA-UNet for Semantic Segmentation of Landscapes Using Remote Sensing Imagery by J. Kavipriya, G. Vadivu

“…Experimental results show that DPA-UNet significantly outperforms traditional U-Net models, with an 81.8% total accuracy and an 82.8% Intersection over Union (IoU). …”
Get full text

Optimal Configuration of Energy Storage in Photovoltaic Park with Electric Vehicle Demand Response Based on Stackelberg Game and Information Gap Decision Theory by LI Chenzhao, CHEN Jiajia, WANG Jinghua

“…[Objective] As the penetration rate of photovoltaics （PVs） increases， their volatility and randomness lead to intensified peak and valley fluctuations in the user net load， resulting in an increase in electricity demand. …”
Get full text

Quality of publicly available information on the principles and methods of first aid in cardiac arrest: a structured analysis of Russian-language web resources by A. A. Birkun, G. V. Ivanova

“…The high availability of modern information and communication technologies, including the Internet, social networks and mobile devices, creates unique opportunities for widely informing people about the importance, principles and methods of first aid in cardiac arrest. …”
Get full text

Estimation of Amorphophallus Konjac Above-Ground Biomass by Integrating Spectral and Texture Information from Unmanned Aerial Vehicle-Based RGB Images by Ziyi Yang, Hongjuan Qi, Kunrong Hu, Weili Kou, Weiheng Xu, Huan Wang, Ning Lu

Get full text

GELECEĞİN FİNANSAL BİLGİ PAYLAŞIM PLATFORMU: XBRL (EXTENSIBLE BUSINESS REPORTING LANGUAGE-GENİŞLETİLEBİLİR İŞLETME RAPORLAMA DİLİ) by Adnan Sevim, Fatih Temizel

Get full text

Synthetic Fog Generation Using High-Performance Dehazing Networks for Surveillance Applications by Heekwon Lee, Byeongseon Park, Yong-Kab Kim, Sungkwan Youm

Get full text

Recognition of Visual Arabic Scripting News Ticker From Broadcast Stream by Moeen Tayyab, Ayyaz Hussain, Mohammed Ali Alshara, Shakir Khan, Reemiah Muneer Alotaibi, Abdul Rauf Baig

Get full text

Deep joint learning diagnosis of Alzheimer’s disease based on multimodal feature fusion by Jingru Wang, Shipeng Wen, Wenjie Liu, Xianglian Meng, Zhuqing Jiao

“…One branch trained a residual network (ResNet) to learn the features of local pathological regions. …”
Get full text

A Parts Detection Network for Switch Machine Parts in Complex Rail Transit Scenarios by Jiu Yong, Jianwu Dang, Wenxuan Deng

“…The YOLOv8s backbone network is improved, and the number of network parameters are reduced by introducing MobileNetV3. Then a parameter-free attention-enhanced ResAM module is designed, which forms a lightweight detection network with the improved network, improving detection efficiency. …”
Get full text

Estimation of River Velocity and Discharge Based on Video Images and Deep Learning by Ruiting Liu, Dianyi He, Neng Li, Xiaolei Pu, Jianhui Jin, Jianping Wang

“…This paper proposes a method to predict the texture angles in frequency domain images based on an improved ShuffleNetV2. The second 1 × 1 convolution in the main branch of the downsampling unit and basic unit is deleted, the kernel size of the depthwise separable convolution is adjusted, and a Bottleneck Attention Module (BAM) is introduced to enhance the ability of capturing important feature information, effectively improving the precision of texture angles. …”
Get full text

Biomarker Evaluation and Clinical Development by Melissa Assel, Andrew Vickers

Get full text

An intelligent optimized object detection system for disabled people using advanced deep learning models with optimization algorithm by Marwa Obayya, Fahd N. Al-Wesabi, Menwa Alshammeri, Huda G. Iskandar

“…Furthermore, the MobileNetV3 model is utilized for the feature extraction process. …”
Get full text

Crowd Evacuation in Stadiums Using Fire Alarm Prediction by Afnan A. Alazbah, Osama Rabie, Abdullah Al-Barakati

Get full text

A Prior Knowledge-Enhanced Deep Learning Framework for Improved Thermospheric Mass Density Prediction by Ling Li, Changyong He, Dunyong Zheng, Shaoning Li, Dong Zhao

Get full text

Multi-class fruit ripeness detection using YOLO and SSD object detection models by Pooja Kamat, Shilpa Gite, Harsh Chandekar, Lisanne Dlima, Biswajeet Pradhan

Get full text

Ground Fissure Identification in Mining Areas from UAV Images Based on DN-CAMSCBNet by Haibin Hu, Xinhui Guo, Jie Xiao

Get full text

Real time blood detection in CCTV surveillance using attention enhanced InceptionV3 by Adnan Khalil, Fakhre Alam, Dilawar Shah, Irshad khalil, Shujaat Ali, Muhammad Tahir

Get full text

Snow Cover Extraction from Landsat 8 OLI Based on Deep Learning with Cross-Scale Edge-Aware and Attention Mechanism by Zehao Yu, Hanying Gong, Shiqiang Zhang, Wei Wang

“…Current deep learning-based methods for extracting snow cover from remote sensing images face challenges such as insufficient local detail awareness and inadequate utilization of global semantic information. In this study, a snow cover extraction algorithm integrating cross-scale edge perception and an attention mechanism on the U-net model architecture is proposed. …”
Get full text

DATE on the Edge: On-Site Oil Spill Detection and Thickness Estimation Using Drone-Based Radar Backscattering by Bilal Hammoud, Charbel Bou Maroun, Norbert Wehn

Get full text

Unleashing the Potential of Residual and Dual-Stream Transformers for the Remote Sensing Image Analysis by Priya Mittal, Vishesh Tanwar, Bhisham Sharma, Dhirendra Prasad Yadav

“…The ResNet50V2 component is utilized for hierarchical feature extraction and captures short-range dependencies, whereas the ViT module efficiently models long-range dependencies and global contextual information. …”
Get full text