Efficient CNN architecture with image sensing and algorithmic channeling for dataset harmonization by Khadija Kanwal, Khawaja Tehseen Ahmad, Aiza Shabir, Li Jing, Helena Garay, Luis Eduardo Prado Gonzalez, Hanen Karamti, Imran Ashraf

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Application of a Transfer Learning Model Combining CNN and Self-Attention Mechanism in Wireless Signal Recognition by Wu Wei, Chenqi Zhu, Lifan Hu, Pengfei Liu

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A Dehazing Method for UAV Remote Sensing Based on Global and Local Feature Collaboration by Chenyang Li, Suiping Zhou, Ting Wu, Jiaqi Shi, Feng Guo

“…In parallel, a local information extraction sub-network equipped with an Adaptive Local Information Enhancement (ALIE) module is used to refine texture and edge details. …”
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Prediction of Vascular Access Stenosis by Lightweight Convolutional Neural Network Using Blood Flow Sound Signals by Jia-Jung Wang, Alok Kumar Sharma, Shing-Hong Liu, Hangliang Zhang, Wenxi Chen, Thung-Lip Lee

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How to make Yours one of the Good presentations by Neil Peterson

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Aligning to the teacher: multilevel feature-aligned knowledge distillation by Yang Zhang, Pan He, Chuanyun Xu, Jingyan Pang, Xiao Wang, Xinghai Yuan, Pengfei Lv, Gang Li

“…Usually, the features of the teacher model contain richer information, while the features of the student model carry less information. …”
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A lightweight deep-learning model for parasite egg detection in microscopy images by Wenbin Xu, Qiang Zhai, Jizhong Liu, Xingyu Xu, Jing Hua

“…Therefore, we have designed a lightweight deep-learning model, YAC-Net, to achieve rapid and accurate detection of parasitic eggs and reduce the cost of automation. …”
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Urban Greening Analysis: A Multimodal Large Language Model for Pinpointing Vegetation Areas in Adverse Weather Conditions by Hanzhang Liu, Shijie Yang, Chengwu Long, Jiateng Yuan, Qirui Yang, Jiahua Fan, Bingnan Meng, Zhibo Chen, Fu Xu, Chao Mou

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Facial Landmark-Driven Keypoint Feature Extraction for Robust Facial Expression Recognition by Jaehyun So, Youngjoon Han

“…As a result, the proposed method achieved a performance of 68.17% on AffectNet-7, 64.87% on AffectNet-8, 93.16% on RAF-DB, and 91.44% on FERPlus. …”
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Enhancing the Accuracy of Image Classification for Degenerative Brain Diseases with CNN Ensemble Models Using Mel-Spectrograms by Sang-Ha Sung, Michael Pokojovy, Do-Young Kang, Woo-Yong Bae, Yeon-Jae Hong, Sangjin Kim

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Detection of weeds in teff crops using deep learning and UAV imagery for precision herbicide application by Alemu Setargew Kebede, Tsehay Wasihun Muluneh, Abebe Belay Adege

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CerviXpert: A multi-structural convolutional neural network for predicting cervix type and cervical cell abnormalities by Rashik Shahriar Akash, Radiful Islam, SM Saiful Islam Badhon, KSM Tozammel Hossain

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Feasibility of an Assessment of the Capital in the Categories of Russian and International Standards of Accounting by Vladimir A. Chernov, Anna V. Borisova

“…The order of formation of reliable cost at sale of the fixed assets is considered by a method of comparison; upon the purchase of the fixed assets with a payment delay - by a method of discounting; when receiving a loan - on the basis of an effective rate of interest and according to the sum of the actually received money; and in case of determination of cost of stocks - the calculation is according to the net sale price. The offered examples of an assessment of assets and liabilities can be used when choosing the ways of an assessment of the capital in accounting and the reporting, in the financial analysis, in the determination of net assets taking into account a fair assessment, in the diagnostics of bankruptcy and anti- crisis management, when planning and forecasting, when searching for the solutions to the problems of improvement of the quality of information for the economic analysis in the conditions of market uncertainty and variability of the prices. …”
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Multiscale Hyperspectral Pansharpening Network Based on Dual Pyramid and Transformer by Hengyou Wang, Jie Zhang, Lian-Zhi Huo

“…In this work, we propose a novel multiscale pansharpening network based on the Dual Gaussian-Laplacian Pyramid (DGLP) and Transformer, named MDTP-Net. Specifically, the DGLP module is designed to obtain feature maps at multilevel scales, which effectively learn global spectral information and spatial detail texture information. …”
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A Multi-Level SAR-Guided Contextual Attention Network for Satellite Images Cloud Removal by Ganchao Liu, Jiawei Qiu, Yuan Yuan

“…In this paper, we introduce a novel cloud removal method named the Multi-Level SAR-Guided Contextual Attention Network (MSGCA-Net). MSGCA-Net is designed with a multi-level architecture that integrates a SAR-Guided Contextual Attention (SGCA) module to fuse the dependable global contextual information from SAR images with the local features of optical images effectively. …”
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Accelerated and accurate cervical cancer diagnosis using a novel stacking ensemble method with explainable AI by Md Ismail Hossain Siddiqui, Shakil Khan, Zishad Hossain Limon, Hamdadur Rahman, Mahbub Alam Khan, Abdullah Al Sakib, S M Masfequier Rahman Swapno, Rezaul Haque, Ahmed Wasif Reza, Abhishek Appaji

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Fire Video Recognition Based on Local and Global Adaptive Enhancement by Jian Ding, Yun Yi, Tinghua Wang, Tao Tian

“…Extensive experiments were carried out on the LFVR and FireNet datasets. The F1 scores of LGAE on LFVR and FireNet were 88.93% and 93.18%, respectively. …”
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Leveraging Deep Learning for Real-Time Coffee Leaf Disease Identification by Opeyemi Adelaja, Bernardi Pranggono

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Title not available by Nga Le Thi Viet, Lan Nguyen Thi Ngoc, Yen Ly Lan, Huy Dinh Tran Ngoc, Thuy Do Minh

“…At micro level, cost and net sale factors will affect net profit while at macro levels, risk free rate and exchange rate will impact. …”
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Semantic Segmentation Method for High-Resolution Tomato Seedling Point Clouds Based on Sparse Convolution by Shizhao Li, Zhichao Yan, Boxiang Ma, Shaoru Guo, Hongxia Song

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