Mobile-YOLO: A Lightweight Object Detection Algorithm for Four Categories of Aquatic Organisms by Hanyu Jiang, Jing Zhao, Fuyu Ma, Yan Yang, Ruiwen Yi

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Improving the Incident Management Process Based on a Use Case Approach by A. A. Mikryukov, A. V. Kuular

“…A distinctive feature of the developed algorithm is the application of a use case recognition algorithm and the search for similar images contained in the base of use cases using the nearest neighbor method.…”
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Algorithm for Recognition of Movement of Objects in a Video Surveillance System Using a Neural Network by S. Harish, C. Anil Kumar, Lakshmi Shrinivasan, S. Rohith, Belete Tessema Asfaw

“…On the basis of the structural scheme of the complex algorithm of processing and analysis of images, the algorithm for recognition of the motion of objects by means of a neural network for the system of video observation is developed.…”
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A Novel Geometric-Descriptor Based Algorithm for Individual-Level Crop Monitoring using UAVs by Y. Goswami, Y. Goswami, N. Ramprasad, S. N. Omkar

“…To address these challenges, we introduce a novel computer vision algorithm that handles variations in image quality, scale, orientation, and terrain by converting crops into 2D points for consistent matching. …”
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Transferable deep learning with coati optimization algorithm based mitotic nuclei segmentation and classification model by Amal Alshardan, Nazir Ahmad, Achraf Ben Miled, Asma Alshuhail, Yazeed Alzahrani, Ahmed Mahmud

“…Abstract Image processing and pattern recognition methods have recently been extensively implemented in histopathological images (HIs). …”
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An Enhanced Phase Gradient Autofocus Algorithm for SAR: A Fractional Fourier Transform Approach by Kanghyuk Seo, Yonghwi Kwon, Chul Ki Kim

“…Phase gradient autofocusing (PGA) algorithms have been widely used for autofocus in SAR imaging. …”
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Early detection of Cancer using Mammograms with Advanced Artificial Intelligence (AI) Algorithms for Breast lesions by Imran Majeed, Rimsha Ashiq, Faiza Imran, Ayza Nadeem, Bushra Nasir

“…A total of 322 cases from the Image Processing Archive (PEIPA) MIAS database were retrieved. …”
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A Novel Quantum-Enhanced Algorithm for Dynamic Soil Microbiome Optimization to Boost Agriculture by Mukherjee Anshit

“…The research establishes an algorithm that combines quantum annealing with hybrid neural networks along with quantum walks optimization for nutritional pathway and microbial relationship simulation. …”
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Combined Motion Compensation Method for Long Synthetic Aperture Radar Based on Subaperture Processing by Yuan Zhang, Limin Huang, Zhichao Xu, Zihao Wang, Biao Chen

“…The proposed algorithm produces clearer wave textures and achieves better imaging performance on targets such as ships in the sea. …”
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Quantifying the process of lake encroachment from the perspective of satellite remote sensing by Wei Jiang, Qingke Wen, Shuo Liu, Lingjia Liu, Gan Luo, Shiai Cui, Weichao Sun, Denghua Yan

“…The main conclusions are as follows: (1) Lake surface water is effectively extracted via a random forest classification algorithm and high-resolution remote sensing images from the Gaofen-1 satellite. …”
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Intelligent fault diagnosis of rolling bearing based on time–frequency processing and DLKA-YOLO by Zhigang Chen, Huaibin Zhang, Zichun Tao, Yanxue Wang

“…To address this problem, an intelligent diagnosis model based on time–frequency processing and improved YOLOv8 algorithm was proposed. …”
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Time Series Forecasting for Air Quality with Structured and Unstructured Data Using Artificial Neural Networks by Kenneth Chan, Paul Matthews, Kamran Munir

“…Various machine learning algorithms exist to predict air quality, but they can only analyse structured data gathered from monitoring stations. …”
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Adaptive convolutional neural network-based principal component analysis algorithm for the detection of manufacturing data by Tsun-Kuo Lin

“…Vision-based inspection is challenging in manufacturing processes. The proposed algorithm can be employed to detect image signals and to obtain manufacturing data when image features cannot be extracted. …”
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Mean Shift Fusion Color Histogram Algorithm for Nonrigid Complex Target Tracking in Sports Video by Yu Liu, Xiaoyan Wang

“…Then, a dense depth map is computed for each input image frame by the Multi-View Stereo algorithm. The depth reconstruction with a too high resolution not only increases the processing time significantly but also generates more noise, so the resolution of the depth map is controlled by parameters. …”
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Prediction of 1p/19q state in glioma by integrated deep learning method based on MRI radiomics by Fengda Li, Zeyi Li, Hong Xu, Gang Kong, Ze Zhang, Kaiyuan Cheng, Longyuan Gu, Lei Hua

“…After pre-processing the image data, tumour regions of interest (ROI) were segmented by two senior neurosurgeons. …”
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A Bridge Crack Segmentation Algorithm Based on Fuzzy C-Means Clustering and Feature Fusion by Yadong Yao, Yurui Zhang, Zai Liu, Heming Yuan

“…In response to the limitations of traditional image processing algorithms, such as high noise sensitivity and threshold dependency in bridge crack detection, and the extensive labeled data requirements of deep learning methods, this study proposes a novel crack segmentation algorithm based on fuzzy C-means (FCM) clustering and multi-feature fusion. …”
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River Contour Recognition and Extraction Algorithm Based on Kirsch Operator and Multi-level Threshold Segmentation by ZHOU Shaojun, SHE Hailong

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Improved adaptive FPGA dark channel prior dehazing algorithm for edge applications in agricultural scenarios by Qunpeng Gao, Baiquan Qian, Fengqi Yu, Liye Chen, Peng Gao, Jiatao Wu, Zonghong Li, Weixing Wang, C.V. Jiaxing Xie

“…The hardware acceleration unit implements an enhanced Dark Channel Prior algorithm, which features adaptive window filtering to refine dark channel images. …”
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Diet Engine: A real-time food nutrition assistant system for personalized dietary guidance by Asim Moin Saad, Md. Raihanul Haque Rahi, Md. Manirul Islam, Gulam Rabbani

“…Diet Engine accurately identifies and evaluates the nutritional value of food from images. The system employs a client-server architecture, using advanced deep learning techniques like YOLOv8 (You Only Look Once version 8) and Convolutional Neural Networks (CNNs) optimized for real-time object detection with 295 layers, for training and processing image requests. …”
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A Quadratic Traversal Algorithm of Shortest Weeding Path Planning for Agricultural Mobile Robots in Cornfield by Le Zhang, Rui Li, Zhiqiang Li, Yuyao Meng, Jinxin Liang, Leiyang Fu, Xiu Jin, Shaowen Li

“…Then, an ultra-green characterization (EXG) hyperparameter is used for grayscale image processing. An improved OTSU (IOTSU) algorithm is proposed to accurately generate and optimize the binary image. …”
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