EFM-ResNet: A Feature Enhanced Network for Tobacco Strips Classification by Bo Zhang, Shanshan Zheng, Leyuan Han, Yucan Qiu

“…Second, we adopt a feature enhancement module to further improve the feature representation capability, allowing the model to capture more key information. …”
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An Image-Text Sentiment Analysis Method Using Multi-Channel Multi-Modal Joint Learning by Lianting Gong, Xingzhou He, Jianzhong Yang

“…First, a multi-channel feature extraction module is introduced to comprehensively capture image or text features. …”
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A lightweight object detection approach based on edge computing for mining industry by Muhammad Wahab Hanif, Zhanli Li, Zhenhua Yu, Rehmat Bashir

“…A mining target detection dataset has been created to address these issues, featuring key targets in coal mining scenes such as miners, safety helmets, and coal gangue. …”
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CoroYOLO: a novel colorectal cancer detection method based on the Mamba framework by Wenfei Chen, Fengrui Hou, Yika Shen

“…CoroYOLO builds upon the YOLOv10 architecture by incorporating the concept of State Space Model (SSM) and introduces the TSMamblock module, which dynamically models the input data, reduces redundant computations, and improves both computational efficiency and detection accuracy. …”
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T-UNet: triplet UNet for change detection in high-resolution remote sensing images by Huan Zhong, Chen Wu

“…Extensive experiments verify the effectiveness of the proposed structure and modules as well as the superiority of the proposed T-UNet. …”
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MHFS-FORMER: Multiple-Scale Hybrid Features Transformer for Lane Detection by Dongqi Yan, Tao Zhang

“…Inspired by the DETR architecture, we propose an end-to-end Transformer-based model, MHFS-FORMER, to resolve these issues. To tackle the interference with lane detection in complex scenarios, we have designed MHFNet. …”
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Dual-robot formation transport in random environment and narrow restricted area via improved DDPG navigation by Liang Tang, Ronggeng Ma, Bowen Chen, Yisen Niu

“…Specifically, the paper first optimizes the reward function module in the DDPG network to incorporate a decision-swapping reward mechanism for training the formation's navigation capability. …”
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An Intelligent Diagnosis and Fault Detection Model Based on Fuzzy Logic for Photovoltaic Panels by Marah Bacha, Amel Terki, Rabiaa Houili

“…Moreover, the Fuzzy Logic (FL) method has proven to be the most suitable approach for diagnosing PV module issues. The findings indicate that all specified faults are detectable in a discernible manner. …”
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RecurrentOcc: An Efficient Real-Time Occupancy Prediction Model with Memory Mechanism by Zimo Chen, Yuxiang Xie, Yingmei Wei

“…We introduce the Scene Memory Gate, a new temporal fusion module that condenses temporal scene features into a single historical feature map. …”
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Quality of Experience Aware Service Selection Model to Empower Edge Computing in IoT by Bipasha Guha Roy, Deepsubhra Guha Roy, Piyali Datta, Surbhi Bhatia Khan, Abdullah Albuali, Ahlam Almusharraf

“…Quality of experience-aware service selection can significantly remove well-known scalability issues of an Internet of Things (IoT) architecture. …”
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An Improved Transformer-Based Model for Urban Pedestrian Detection by Tianyong Wu, Xiang Li, Qiuxuan Dong

“…This study proposes the RT-DETR-improved model to overcome these issues based on the real-time detection transformer (RT-DETR). …”
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Saccades influence functional modularity in the human cortical vision network by George Tomou, Bianca R. Baltaretu, Amirhossein Ghaderi, J. Douglas Crawford

“…Abstract Visual cortex is thought to show both dorsoventral and hemispheric modularity, but it is not known if the same functional modules emerge spontaneously from an unsupervised network analysis, or how they interact when saccades necessitate increased sharing of spatial information. …”
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Design and Implementation of an Intelligent Pest Status Monitoring System for Farmland by Xinyu Yuan, Zeshen He, Caojun Huang

“…For pest species recognition, the model incorporates a Squeeze-and-Excitation (SE) attention module and α-CIoU loss function, reaching 91.30% precision on 3428 field images. …”
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The combination of organic and inorganic fertilizers influence the weed growth, productivity and soil fertility of monsoon rice. by Dibakar Ghosh, Koushik Brahmachari, Milan Skalický, Dibakar Roy, Anupam Das, Sukamal Sarkar, Debojyoti Moulick, Marián Brestič, Vaclav Hejnak, Pavla Vachova, Mohamed M Hassan, Akbar Hossain

“…Shortages of farmyard manure and vermicompost could be supplemented by BSM and neem cake in the integrated module.…”
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SFEF-Net: Scattering Feature Extraction and Fusion Network for Aircraft Detection in SAR Images by Qiang Zhou, Zongxu Pan, Ben Niu

“…Secondly, we developed the global information fusion and distribution module (GIFD) to fuse feature maps of different levels and scales. …”
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UV degradation analysis of TOPCon cells by Wenjing Xu, Pengyu Zhou, Qi Xiu, Xianbang Xing

“…Ensuring the long-term reliability of TOPCon cells and modules is crucial, and the ultraviolet-light (UV) test serves as an essential method for assessing this reliability. …”
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Enhancing fairness in disease prediction by optimizing multiple domain adversarial networks. by Bin Li, Xiaoqian Jiang, Kai Zhang, Arif O Harmanci, Bradley Malin, Hongchang Gao, Xinghua Shi, Alzheimer’s Disease Neuroimaging Initiative

“…However, biases in AI models for medical predictions can lead to unfair treatment and widening disparities, underscoring the need for effective techniques to address these issues. However, current approaches struggle to simultaneously mitigate biases induced by multiple sensitive features in biomedical data. …”
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PVLF: point-voxel local feature fusion for 3D detection by Haowei Zhao, Zhuolei Xiao

“…To address the potential complex computational issues in the convolution process, we have designed an innovative Adaptive Sparse Convolution (ASC) module that effectively eliminates redundant information in the feature layer. …”
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Improving unsupervised pedestrian re‐identification with enhanced feature representation and robust clustering by Jiang Luo, Lingjun Liu

“…A global contrastive pooling (GCP) module is introduced to obtain the global features of the image. …”
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Implementation of the internet of things network for monitoring audio information on a microprocessor and controller by V. A. Vishniakou, B. H. Shaya

“…The IoT network includes a sound sensor (microphone), a unit for analyzing the information received from it and a decision-making module. A diagram of the first IoT structure for assessing the sound level based on the MP and controller is given.The algorithm of IoT network functioning for the analysis of voice information is detailed. …”
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