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Retracted: Research on Distance Teaching System of English Course Based on Wireless Network Technology 基于无线网络技术的英语远程教学系统研究
4区 计算机科学 Q3 Computer Science Pub Date : 2023-11-01 DOI: 10.1155/2023/9792805
Scientific Programming
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引用次数: 0
Retracted: Computed Tomography Imaging Based on Edge Detection Algorithm in Diagnosis and Rehabilitation Nursing of Stroke Patients with Motor Dysfunction 基于边缘检测算法的计算机断层成像在脑卒中运动功能障碍患者诊断与康复护理中的应用
4区 计算机科学 Q3 Computer Science Pub Date : 2023-10-18 DOI: 10.1155/2023/9796136
Scientific Programming
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引用次数: 0
Retracted: Industrial Design Capability Evaluation System under Cloud Service Model 撤下:云服务模式下的工业设计能力评价体系
4区 计算机科学 Q3 Computer Science Pub Date : 2023-10-18 DOI: 10.1155/2023/9808316
Scientific Programming
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引用次数: 0
Retracted: Digital Image Art Style Transfer Algorithm and Simulation Based on Deep Learning Model 基于深度学习模型的数字图像艺术风格迁移算法与仿真
4区 计算机科学 Q3 Computer Science Pub Date : 2023-10-18 DOI: 10.1155/2023/9756253
Scientific Programming
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引用次数: 0
Retracted: Diagnosis of Bronchial and Pulmonary Fungal Infection Using Gradient Weighted Denoising Algorithm-Based CT Images 撤稿:基于梯度加权去噪算法的CT图像诊断支气管和肺部真菌感染
4区 计算机科学 Q3 Computer Science Pub Date : 2023-10-18 DOI: 10.1155/2023/9871034
Scientific Programming
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引用次数: 0
SKT-MOT and DyTracker: A Multiobject Tracking Dataset and a Dynamic Tracker for Speed Skating Video SKT-MOT和DyTracker:一个多目标跟踪数据集和一个用于速滑视频的动态跟踪器
4区 计算机科学 Q3 Computer Science Pub Date : 2023-10-18 DOI: 10.1155/2023/3895703
Junwu Wang, Zongmin Li, Yachuan Li, Shaobo Yang, Ben Wang, Hua Li
Speed skating serves as a significant application domain for multiobject tracking (MOT), presenting unique challenges such as frequent occlusion, highly similar appearances, and motion blur. To address these challenges, this paper constructs an MOT dataset called SKT-MOT for speed skating and analyzes the shortcomings of existing datasets and methods. Accordingly, we propose a dynamic MOT method called DyTracker. The method builds upon the DeepSORT baseline and enhances three key modules. At the global level, we design the track dynamic management (TDM) algorithm. In the motion branch, a novel metric is proposed to evaluate occlusion and Kalman filter dynamic update (KFDU) is implemented. In the appearance branch, we account for the difference in human posture and propose the feature dynamic selection and updating (FDSU) strategy. This makes our DyTracker flexible and efficient to achieve a multiobject tracking accuracy (MOTA) of 93.70% and identification F1 (IDF1) score of 92.39% on SKT-MOT, which is a significant advantage over existing SOTA methods. To validate the generalization of our proposed module, two dynamic update modules are inserted into other methods and validated on the public dataset MOT17, and the accuracy is generally improved by 0.2%–0.6%.
速滑作为多目标跟踪(MOT)的重要应用领域,呈现出诸如频繁遮挡、高度相似外观和运动模糊等独特挑战。为了解决这些问题,本文构建了一个速度滑冰的MOT数据集SKT-MOT,并分析了现有数据集和方法的不足。因此,我们提出了一种动态MOT方法,称为DyTracker。该方法以DeepSORT基线为基础,增强了三个关键模块。在全局层面,设计了航迹动态管理(TDM)算法。在运动分支中,提出了一种新的遮挡评价度量,并实现了卡尔曼滤波动态更新(KFDU)。在外观分支中,考虑了人体姿态的差异,提出了特征动态选择与更新策略。这使得我们的DyTracker灵活高效,在SKT-MOT上实现了93.70%的多目标跟踪精度(MOTA)和92.39%的识别F1 (IDF1)分数,与现有的SOTA方法相比具有显著的优势。为了验证我们提出的模块的泛化性,我们将两个动态更新模块插入到其他方法中,并在公共数据集MOT17上进行验证,准确率一般提高0.2%-0.6%。
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引用次数: 0
Retracted: DenseNet-Based Classification of MRI Images for Detecting the Difference before and after Treating Liver Cancer 撤下:基于密度的MRI图像分类检测肝癌治疗前后差异
4区 计算机科学 Q3 Computer Science Pub Date : 2023-10-18 DOI: 10.1155/2023/9865126
Scientific Programming
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引用次数: 0
Retracted: Ultrasound Image-Guided Pudendal Nerve Block on Analgesic Effect of Perineotomy under Optimized Fast Super Resolution Reconstructed Convolutional Neural Network Algorithm 撤下:优化快速超分辨率重构卷积神经网络算法下超声图像引导阴部神经阻滞对会阴切开术镇痛效果的影响
4区 计算机科学 Q3 Computer Science Pub Date : 2023-10-18 DOI: 10.1155/2023/9890632
Scientific Programming
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引用次数: 0
Retracted: Application and Value of Dynamic Volume CT Multiparameter Imaging in the Diagnosis of Traumatic High-Flow Penile Abnormal Erection 撤下:动态容积CT多参数成像在外伤性高流量阴茎异常勃起诊断中的应用与价值
4区 计算机科学 Q3 Computer Science Pub Date : 2023-10-18 DOI: 10.1155/2023/9760782
Scientific Programming
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引用次数: 0
Retracted: Image Processing Method Based on FGCA and Artificial Neural Network 撤回:基于FGCA和人工神经网络的图像处理方法
4区 计算机科学 Q3 Computer Science Pub Date : 2023-10-11 DOI: 10.1155/2023/9807104
Scientific Programming
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引用次数: 0
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Scientific Programming
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