Dilated inception U-Net with attention for crop pest image segmentation in real-field environment by Congqi Zhang, Yunlong Zhang, Xinhua Xu

“…However, it remains a difficult issue due to the various irregular pest images and low contrast between pests and their surroundings. A dilated Inception U-Net with attention (DIAU-Net) is constructed for PIS. …”
Get full text

Research on Food Image Classification Algorithm based on Improved MobileNetV3-Large by HE Wei-chan, YANG Zhi-jing, QIN Jing-hui

Get full text

Infrared Small Target Detection Algorithm Based on Improved Dense Nested U-Net Network by Xinyue Du, Ke Cheng, Jin Zhang, Yuanyu Wang, Fan Yang, Wei Zhou, Yu Lin

“…Aiming at these problems, we proposed an improved dense nesting and attention infrared small target detection method based on U-Net called IDNA-UNet. A dense nested interaction module (DNIM) is designed as a feature extraction module to achieve level-by-level feature fusion and retain small targets’ features and detailed positioning information. …”
Get full text

Risk Assessment Method of Solar Smart Grid Network Security Based on TimesNet Model by Yushu Cheng, Bochao Zhao

“…In response to the physical and information network threats faced in the network security risk assessment of solar powered smart grids, this study develops a smart grid theft detection model based on TimesNet and a smart grid intrusion detection model based on bidirectional long short-term memory networks. …”
Get full text

Spatio-Temporal Variation and the Associated Factor Analysis of Net Primary Productivity in Grasslands in Inner Mongolia by Zilong Qin, Weiyao Guo, Zongyao Sha

Get full text

Efficient Approach for the Localization of Copy-Move Forgeries Using PointRend with RegNetX by Mahmoud H. Farhan, Khalid Shaker, Sufyan Al-Janabi

“…This work also presents the PointRend framework with a lightweight backbone model RegNetX (PointRend-RegNetX) to detect such forgeries. …”
Get full text

Modeling and Simulation of Electric Vehicles Charging Services by a Time Colored Petri Net Framework by Agostino Marcello Mangini, Maria Pia Fanti, Bartolomeo Silvestri, Luigi Ranieri, Michele Roccotelli

Get full text

Sustainable AI for plant disease classification using ResNet18 in few-shot learning by Fareeha Naveed, Adven Masih, Jabar Mahmood, Moeez Ahmed, Aitizaz Ali, Aysha Saddiqa, Mohamed Shabbir Hamza Abdulnabi, Ebenezer Agbozo

Get full text

FBI-Net: Frequency-Based Image Forgery Localization via Multitask Learning With Self-Attention by A-Rom Gu, Ju-Hyeon Nam, Sang-Chul Lee

“…Image forgery is easily manufactured for illegal acts such as spreading misleading information, which can have unfortunate consequences for society. …”
Get full text

Rapid and non-destructive classification of rice seeds with different flavors: an approach based on HPFasterNet by Helong Yu, Helong Yu, Zhenyang Chen, Shaozhong Song, Shaozhong Song, Shaozhong Song, Chunyan Qi, Junling Liu, Chenglin Yang

Get full text

CharTeC-Net: An Efficient and Lightweight Character-Based Convolutional Network for Text Classification by Aboubakar Nasser Samatin Njikam, Huan Zhao

Get full text

DFST-UNet: Dual-Domain Fusion Swin Transformer U-Net for Image Forgery Localization by Jianhua Yang, Anjun Xie, Tao Mai, Yifang Chen

“…Swin Transformer blocks are integrated into the U-Net architecture to capture long-range context information and perceive forged regions at different scales. …”
Get full text

MWG-UNet++: Hybrid Transformer U-Net Model for Brain Tumor Segmentation in MRI Scans by Yu Lyu, Xiaolin Tian

Get full text

VSS-SpatioNet: a multi-scale feature fusion network for multimodal image integrations by Zeyu Xiang

“…Evaluations on TNO, Harvard Medical, and RoadScene datasets demonstrate superior performance. On TNO, VSS-SpatioNet achieves state-of-the-art Entropy (En = 7.0058) and Mutual Information (MI = 14.0116), outperforming 12 benchmark methods. …”
Get full text

Meta-Transformers: A Hybrid Approach for Medical Image Segmentation With U-Net and Meta-Learning by Neha Tirpude, Tausif Diwan, Meera Dhabu

Get full text

Enhanced soil moisture–temperature coupling could exacerbate drought under net-negative emissions by Sanjit Kumar Mondal, Soon-Il An, Seung-Ki Min, Tong Jiang, Buda Su

Get full text

BiFormer for Scene Graph Generation Based on VisionNet With Taylor Hiking Optimization Algorithm by S. Monesh, N. C. Senthilkumar

Get full text

Using U-Net models in deep learning for brain tumor detection from MRI scans by Minh Khiem Nguyen, Phuoc Huy Tran, Tan Tai Phan

Get full text

LRU-Net: lightweight and multiscale feature extraction for localization of ACL tears region in MRI images by Xiaojun Si, Liang Yan, Cui Shi, Yang Xu

Get full text

An automatic classification of breast cancer using fuzzy scoring based ResNet CNN model by Nisha Y., Jagadeesh Gopal

Get full text