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检索条件"主题词=autoencoder"
4251 条 记 录,以下是361-370 订阅
排序:
Efficient convolutional hierarchical autoencoder for human motion prediction
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VISUAL COMPUTER 2019年 第6-8期35卷 1143-1156页
作者: Li, Yanran Wang, Zhao Yang, Xiaosong Wang, Meili Poiana, Sebastian Iulian Chaudhry, Ehtzaz Zhang, Jianjun Bournemouth Univ Natl Ctr Comp Animat Bournemouth Dorset England Bournemouth Univ Natl Ctr Internet Things IoT Cyber Secur Bournemouth Dorset England Bournemouth Univ Natl Ctr Comp Animat Comp Graph Bournemouth Dorset England Nanjing Inst Adv Artificial Intelligence Nanjing Jiangsu Peoples R China Horizon Robot Nanjing Jiangsu Peoples R China Northwest A&F Univ Coll Informat Engn Xian Shaanxi Peoples R China
Human motion prediction is a challenging problem due to the complicated human body constraints and high-dimensional dynamics. Recent deep learning approaches adopt RNN, CNN or fully connected networks to learn the mot... 详细信息
来源: 评论
An Efficient and Robust Underwater Image Compression Scheme Based on autoencoder
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IEEE JOURNAL OF OCEANIC ENGINEERING 2023年 第3期48卷 925-945页
作者: Liu, Jiahui Yuan, Fei Xue, Chang Jia, Zhenyu Cheng, En Xiamen Univ Key Lab Underwater Acoust Commun & Marine Informat Minist Educ Xiamen 361005 Peoples R China Xiamen Univ Sch Elect Sci & Engn Xiamen 361005 Peoples R China
Images occupy a prominent place in data because they are more visually appealing than sounds or texts. Acoustic waves are the only feasible alternative for long-distance underwater transmission since seawater has a hi... 详细信息
来源: 评论
A distributed source autoencoder of local visual descriptors for 3D reconstruction
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PATTERN RECOGNITION LETTERS 2021年 146卷 193-199页
作者: Milani, Simone Univ Padua Dept Informat Engn Via Gradenigo 6-B I-35131 Padua Italy
This paper presents a local descriptor coding scheme for multicamera surveillance and 3D reconstruction embedding an autoencoder into a traditional distributed source coding strategy. The proposed solution permits shi... 详细信息
来源: 评论
Shared autoencoder Gaussian Process Latent Variable Model for Visual Classification
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2018年 第9期29卷 4272-4286页
作者: Li, Jinxing Zhang, Bob Zhang, David Hong Kong Polytech Univ Dept Comp Hong Kong Hong Kong Peoples R China Univ Macau Dept Comp & Informat Sci Zhuhai 999078 Peoples R China
Multiview learning reveals the latent correlation among different modalities and utilizes the complementary information to achieve a better performance in many applications. In this paper, we propose a novel multiview... 详细信息
来源: 评论
Enhancing Estimation Performance in Distributed Sensing Through autoencoder-Based Sensor Array Feature Extraction
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IEEE SENSORS JOURNAL 2024年 第20期24卷 33647-33655页
作者: Wang, Junming Shu, Jing Li, Zheng Tong, Raymond Kai-Yu Chinese Univ Hong Kong Dept Biomed Engn Hong Kong Peoples R China
In the distributed sensing method, various sensor arrays encompass both sensor readings and potential spatial information. While increasing the number of sensors can enhance accuracy, an alternative approach to achiev... 详细信息
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Missing Data Imputation With OLS-Based autoencoder for Intelligent Manufacturing
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IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS 2019年 第6期55卷 7219-7229页
作者: Wang, Yanxia Li, Kang Gan, Shaojun Cameron, Che Univ Leeds Sch Elect & Elect Engn Leeds LS2 9JT W Yorkshire England Queens Univ Belfast Sch Elect Elect Engn & Comp Sci Belfast BT7 1NN Antrim North Ireland
Motivated by the global economy that is greatly shaped by the landscape changes in energy and manufacturing where more and more devices and systems are interconnected, intelligent manufacturing in which data mining is... 详细信息
来源: 评论
P- and S-Wave Separation in Complex Geological Structures via Knowledge-Guided autoencoder
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IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2024年 62卷 1页
作者: Lu, Cai Zou, Xuyang Wang, Yunchen Zong, Jingjing Su, Qin Univ Elect Sci & Technol China Sch Informat & Commun Engn Chengdu 611731 Peoples R China Univ Elect Sci & Technol China Sch Resources & Environm Chengdu 611731 Peoples R China
The separation of P- and S-waves is pivotal in the processing of multicomponent seismic data. The complexity of geological structures often leads to intricate P- and S-wavefields, which poses challenges for identifyin... 详细信息
来源: 评论
autoencoder-based OFDM for Agricultural Image Transmission  10
Autoencoder-based OFDM for Agricultural Image Transmission
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10th International Conference on Advanced Cloud and Big Data (CBD)
作者: Li, Dongbo Liu, Xiangyu Shao, Yuxuan Sun, Yuchen Cheng, Siyao Liu, Jie Harbin Inst Technol Fac Comp IoT & Ambient Intelligence Res Ctr Harbin Peoples R China Harbin Inst Technol Fac Comp Harbin Peoples R China Harbin Inst Technol Shenzhen Int Res Inst AI Shenzhen Peoples R China
With the rapid development of the Internet of Things (IoT), smart agricultural puts forward higher demands on the transmission of agricultural big data. This paper proposes an end-to-end learning communication with au... 详细信息
来源: 评论
autoencoder FOR VIBROTACTILE SIGNAL COMPRESSION
AUTOENCODER FOR VIBROTACTILE SIGNAL COMPRESSION
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IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Li, Zhuoran Hassen, Rania Wang, Zhou Univ Waterloo Dept Elect & Comp Engn Waterloo ON Canada HUAWEI Technol Canada CO Ltd Human Machine Interact HMI Lab Toronto Res Ctr Markham ON Canada Assiut Univ Comp Sci Dept Assiut Egypt
Vibrotactile signals contain rich haptic information about textured surfaces but their large data volume makes it a challenging task to transmit such signals to remote locations to create immersive and realistic user ... 详细信息
来源: 评论
autoencoder-K-means Algorithm for Efficient Anomaly Detection to Improve Space Operations
Autoencoder-K-means Algorithm for Efficient Anomaly Detectio...
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International Conference on Smart Applications, Communications and Networking (SmartNets)
作者: Akbarian, Hamid Mahgoub, Imadeldin Williams, Andre Florida Atlantic Univ Dept Comp Engn Boca Raton FL 33431 USA
As we venture further into space, the need for Artificial Intelligence (AI) based anomaly detection algorithms for space operations significantly escalates. These algorithms are essential for ground-based operators to... 详细信息
来源: 评论