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检索条件"主题词=Mean shift algorithm"
120 条 记 录,以下是41-50 订阅
排序:
Fusion of Kalman filter to improve the KFMS algorithm and its application in parallel robots
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PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE 2025年
作者: Mei, Jiangping Su, Xiaochen Le, Yuxin Ning, Puxuan Wei, Tianlin Tianjin Univ Sch Mech Engn Tianjin 300350 Peoples R China
An improved mean shift target tracking algorithm integrated with the Kalman Filter (KFMS algorithm) is proposed to address the challenge of accurately tracking targets in complex environments using parallel robots. Th... 详细信息
来源: 评论
Construction of rural landscape design system based on support vector machine and mean drift algorithm
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JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING 2025年
作者: Li, Hanjiang Li, Jiaojiao Hefei Univ Sch Design Hefei 230601 Peoples R China Hefei Ind Sch Dept Costume & Culture & Art Hefei Peoples R China
With the theory of beautiful China, the construction and planning of rural landscapes are getting more and more attention. However, China's rural landscape design lacks innovation and practicality. Therefore, in o... 详细信息
来源: 评论
algorithm of Target Tracking Based on mean shift with RBF Neural Network
Algorithm of Target Tracking Based on Mean Shift with RBF Ne...
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27th Chinese Control Conference
作者: Zhou Bin Wang Junzheng Mao Jiali Beijing Inst Technol Sch Informat Sci & Technol Beijing 100081 Peoples R China
The limitation of mean shift algorithm under crossing occlusion is analyzed. To solve this problem, a new tracking algorithm using mean shift with RBF neural network is proposed. According to the formal information ab... 详细信息
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Unsupervised texture segmentation with one-step mean shift and boundary Markov random fields
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PATTERN RECOGNITION LETTERS 2001年 第10期22卷 1073-1081页
作者: Yang, XY Liu, J Nanyang Technol Univ Sch Elect & Elect Engn Infor Syst Res Lab Nanyang 639798 Singapore
This paper presents an unsupervised texture segmentation method with the one-step mean shift algorithm and the boundary Markov random field. For Gaussian mixture models, the one-step mean shift is capable of determini... 详细信息
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Kernel Smoothing, mean shift, and Their Learning Theory with Directional Data
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JOURNAL OF MACHINE LEARNING RESEARCH 2021年 第1期22卷 1-92页
作者: Zhang, Yikun Chen, Yen-Chi Univ Washington Dept Stat Seattle WA 98195 USA
Directional data consist of observations distributed on a (hyper)sphere, and appear in many applied fields, such as astronomy, ecology, and environmental science. This paper studies both statistical and computational ... 详细信息
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Applying mean shift, motion information and Kalman filtering approaches to object tracking
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ISA TRANSACTIONS 2012年 第3期51卷 485-497页
作者: Mazinan, Amir Hooshang Amir-Latifi, Arash IAU S Tehran Branch Tehran Iran
Contemporary research is developing techniques to tracking objects in videos using color features, and the mean shift (MS) algorithm is one of the best. This known algorithm is employed to find the location of an obje... 详细信息
来源: 评论
mean shift blob tracking with kernel histogram filtering and hypothesis testing
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PATTERN RECOGNITION LETTERS 2005年 第5期26卷 605-614页
作者: Peng, NS Yang, J Liu, Z Shanghai Jiao Tong Univ Inst Image Proc & Pattern Recognit Shanghai 200030 Peoples R China Henan Univ Sci & Technol Inst Elect & Informat Luoyang 471039 Peoples R China
We propose a new adaptive model update mechanism for the real-time mean shift blob tracking. Since the Kalman filter has been used mainly for smoothing the object trajectory in the tracking system, it is novel for us ... 详细信息
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Properties of mean shift
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IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2020年 第9期42卷 2273-2286页
作者: Yamasaki, Ryoya Tanaka, Toshiyuki Kyoto Univ Grad Sch Informat Dept Syst Sci Kyoto 6068501 Japan
We study properties of the mean shift (MS)-type algorithms for estimating modes of probability density functions (PDFs), via regarding these algorithms as gradient ascent on estimated PDFs with adaptive step sizes. We... 详细信息
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mean shift tracking through scale and occlusion
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IET SIGNAL PROCESSING 2012年 第5期6卷 534-540页
作者: Dulai, A. Stathaki, T. Univ London Imperial Coll Sci Technol & Med Dept Elect & Elect Engn London SW7 2AZ England
This study describes a method for tracking objects through scale and occlusion. The technique presented is based on the mean shift algorithm, which provides an efficient way to track objects based on their colour char... 详细信息
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A CI feature-based pulmonary nodule segmentation using three-domain mean shift clustering
A CI feature-based pulmonary nodule segmentation using three...
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5th International Conference on Wavelet Analysis and Pattern Recognition
作者: Nie, Sheng-Dong Li, Li-Hong Chen, Zhao-Xue Shanghai Univ Sci & Technol Sch Med Instrumentat & Foodstuff Inst Med Imaging Engn Shanghai 200093 Peoples R China Shanghai Jiao Tong Univ Inst Image Proc & Pattern Recognit Shanghai 200030 Peoples R China
A novel and more effective algorithm used for segmenting pulmonary nodules in thoracic spiral CT images was presented The algorithm is based on mean shift clustering method and Cl (Convergence Index) features, which c... 详细信息
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