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检索条件"主题词=softmax regression classifier"
4 条 记 录,以下是1-10 订阅
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Texture and pixel-based satellite image classification using cellular automata
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MULTIMEDIA TOOLS AND APPLICATIONS 2023年 第7期82卷 9913-9937页
作者: Bindhu, J. S. Pramod, K., V CUSAT Dept Comp Applicat Kochi Kerala India
Pixel and texture based classification using a well-defined and efficient architecture is considered as a major challenge. Nowadays, a large number of satellite images are received within a fraction of seconds, howeve... 详细信息
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A Machine Learning Approach for Hierarchical Localization Based on Multipath MIMO Fingerprints
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IEEE COMMUNICATIONS LETTERS 2019年 第10期23卷 1765-1768页
作者: Fan, Jiancun Chen, Susu Luo, Xinmin Zhang, Ying Li, Geoffrey Ye Xi An Jiao Tong Univ Sch Elect & Informat Engn Xian 710049 Peoples R China Georgia Inst Technol Sch Elect & Comp Engn Atlanta GA 30332 USA
Localization based on channel state information (CSI) fingerprints in multiple-input multiple-output (MIMO) systems is one of the most promising positioning technologies. In this letter, a machine learning approach is... 详细信息
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LLC Encoded BoW Features And softmax regression for Microscopic Image Classification  50
LLC Encoded BoW Features And Softmax Regression for Microsco...
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IEEE International Symposium on Circuits and Systems (ISCAS)
作者: Lin, Dongyun Lin, Zhiping Sun, Lei Toh, Kar-Ann Cao, Jiuwen Nanyang Technol Univ Sch Elect & Elect Engn Singapore 639798 Singapore Beijing Inst Technol Sch Informat & Elect Beijing 100081 Peoples R China Yonsei Univ Sch Elect & Elect Engn Seoul 120749 South Korea Hangzhou Dianzi Univ Key Lab IOT & Informat Fus Technol Zhejiang Hangzhou 310018 Zhejiang Peoples R China
This paper proposes a method based on the bag-of-words (BoW) and the softmax regression for microscopic image classification. Essentially, the locality-constrained linear coding (LLC) is adopted for local feature enco... 详细信息
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Superpixel segmentation and machine learning classification algorithm for cloud detection in remote-sensing images
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JOURNAL OF ENGINEERING-JOE 2019年 第20期2019卷 6675-6679页
作者: Shi, Yueting Wang, Weijiang Gong, Qishu Li, Dingyi Beijing Inst Technol Sch Informat & Elect Beijing 100081 Peoples R China
Cloud detection is a fundamental yet challenging topic in remote-sensing image processing. The authors propose a method for multi-dimensional feature extraction and superpixel segmentation, and use a voting-based clus... 详细信息
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