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Dynamic manifold Boltzmann optimization based on self‐supervised learning for human motion estimation

Wanyi Li, Yuqi Zeng, Yilin Wu, Qian Zhang, Guoming Chen, Yongchang Chen
2022 IET Image Processing  
tion, Grant/Award Number: 2018sfzx01 [Correction added on 30-March-2022, after first online publication: saying equation under section 4 'Experiment and Evaluation' is corrected from 'Er = 1 Mar ∑Mar ma  ...  Equation ( THE ESTIMATION OF 3D HUMAN MOTION MODEL Dynamic manifold Boltzmann optimization The sample of the 3D human motion model is the original HD sample, which consists of the two sub-vectors.  ...  Thus, a new method called dynamic manifold Boltzmann optimization (DMBO) is proposed to solve the searching problem mentioned above.  ... 
doi:10.1049/ipr2.12400 fatcat:4pihuabxcvembjonhcbf2jappe

Author Index

2010 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition  
Haner, Sebastian Workshop: A Step Towards Self-calibration in SLAM: Weakly Calibrated On-line Structure and Motion Estimation Hanheide, Marc Workshop: Facial Expressions as Feedback Cue in Human-Robot  ...  Workshop: Sparse Semi-Supervised Learning for Perceptual Grouping Tung, Tony Dynamic Surface Matching by Geodesic Mapping for 3D Animation Transfer Turaga, Pavan Moving Vistas: Exploiting Motion for Describing  ... 
doi:10.1109/cvpr.2010.5539913 fatcat:y6m5knstrzfyfin6jzusc42p54

2014 Index IEEE Transactions on Neural Networks and Learning Systems Vol. 25

2014 IEEE Transactions on Neural Networks and Learning Systems  
., +, TNNLS Dec. 2014 2303-2308 Estimation theory A Novel Estimation Algorithm Based on Data and Low-Order Models for Virtual Unmodeled Dynamics.  ...  ., +, TNNLS Jan. 2014 172-182 Sequential estimation Gaussian Classifier-Based Evolutionary Strategy for Multimodal Optimization.  ... 
doi:10.1109/tnnls.2015.2396731 fatcat:ztnfcozrejhhfdwg7t2f5xlype

Front Matter: Volume 11595

Hilde Bosmans, Wei Zhao, Lifeng Yu
2021 Medical Imaging 2021: Physics of Medical Imaging  
The papers in this volume were part of the technical conference cited on the cover and title page. Papers were selected and subject to review by the editors and conference program committee.  ...  The publisher is not responsible for the validity of the information or for any outcomes resulting from reliance thereon. Please use the following format to cite material from these proceedings:  ...  of CT angiography using physiologically-informed computational plaques, dynamic XCAT phantoms, and physics-based CT simulation 11595 2N Synthesizing high-resolution CT from low-resolution CT using self-learning  ... 
doi:10.1117/12.2595450 fatcat:dji2t6dpdfantjoyxtpdik6yvu

Table of Contents

2022 IEEE Robotics and Automation Letters  
Oh A "Look-Backward-and-Forward" Adaptation Strategy for Assessing Parameter Estimation Error of Human Motion Lin Show Me What You Can Do: Capability Calibration on Reachable Workspace for Human-Robot  ...  Suzuki OSSID: Online Self-Supervised Instance Detection by (And For) Pose Estimation . . . . . . . Q. Gu, B. Okorn, and D.  ... 
doi:10.1109/lra.2022.3165102 fatcat:enjzebowe5hn7hsfwklc7nieuy

2020 Index IEEE Transactions on Image Processing Vol. 29

2020 IEEE Transactions on Image Processing  
., TIP 2020 6006-6016 View-Invariant Deep Architecture for Human Action Recognition Using Two-Stream Motion and Shape Temporal Dynamics.  ...  Lai, Q., +, TIP 2020 1113-1126 View-Invariant Deep Architecture for Human Action Recognition Using Two-Stream Motion and Shape Temporal Dynamics.  ... 
doi:10.1109/tip.2020.3046056 fatcat:24m6k2elprf2nfmucbjzhvzk3m

A New Algorithm for Robust Pedestrian Tracking Based on Manifold Learning and Feature Selection

Min Wang, Hong Qiao, Bo Zhang
2011 IEEE transactions on intelligent transportation systems (Print)  
In this paper, we propose a novel algorithm for pedestrian tracking based on our previous work on manifold learning.  ...  Manifold learning has been a popular method in many areas such as classification and recognition.  ...  ACKNOWLEDGMENT The authors would like to thank the reviewers and the associate editor for their invaluable comments and suggestions, which have greatly helped to improve this paper.  ... 
doi:10.1109/tits.2011.2148717 fatcat:tylnz3uosnbovkhpi3udxk2ata

2020 Index IEEE Transactions on Neural Networks and Learning Systems Vol. 31

2020 IEEE Transactions on Neural Networks and Learning Systems  
The Author Index contains the primary entry for each item, listed under the first author's name.  ...  Liu, X., +,5312-5323 Low-Rank Tensor Train Coefficient Array Estimation for Tensor-on-Tensor Optimal Power Management Based on Q-Learning and Neuro-Dynamic Programming for Plug-in Hybrid Electric Vehicles  ...  ., +, TNNLS Dec. 2020 5245-5256 Optimal Power Management Based on Q-Learning and Neuro-Dynamic Programming for Plug-in Hybrid Electric Vehicles.  ... 
doi:10.1109/tnnls.2020.3045307 fatcat:34qoykdtarewhdscxqj5jvovqy

2020 Index IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 42

2021 IEEE Transactions on Pattern Analysis and Machine Intelligence  
Chang, J., +, TPAMI Nov. 2020 2874-2886 Learning (artificial intelligence) 3D Human Pose Machines with Self-Supervised Learning.  ...  Birdal, T., +, TPAMI June 2020 1333-1347 Computer vision 3D Human Pose Machines with Self-Supervised Learning. Wang, K., +, TPAMI May 2020 1069-1082 A Comprehensive Analysis of Deep Regression.  ...  ., +, TPAMI May 2020 1272-1278 PCL: Proposal Cluster Learning for Weakly Supervised Object Detection.  ... 
doi:10.1109/tpami.2020.3036557 fatcat:3j6s2l53x5eqxnlsptsgbjeebe

2021 Index IEEE Transactions on Neural Networks and Learning Systems Vol. 32

2021 IEEE Transactions on Neural Networks and Learning Systems  
The Author Index contains the primary entry for each item, listed under the first author's name.  ...  ., +, TNNLS Oct. 2021 4588-4602 Self-Supervised Time Series Clustering With Model-Based Dynamics.  ...  ., +, TNNLS Oct. 2021 4553-4564 Motion estimation Sparse Representations for Object-and Ego-Motion Estimations in Dynamic Scenes.  ... 
doi:10.1109/tnnls.2021.3134132 fatcat:2e7comcq2fhrziselptjubwjme

Representation Learning: A Review and New Perspectives

Y. Bengio, A. Courville, P. Vincent
2013 IEEE Transactions on Pattern Analysis and Machine Intelligence  
representation learning, density estimation and manifold learning.  ...  This paper reviews recent work in the area of unsupervised feature learning and deep learning, covering advances in probabilistic models, auto-encoders, manifold learning, and deep networks.  ...  Acknowledgments The author would like to thank David Warde-Farley, Razvan Pascanu and Ian Goodfellow for useful feedback, as well as NSERC, CIFAR and the Canada Research Chairs for funding.  ... 
doi:10.1109/tpami.2013.50 pmid:23787338 fatcat:2ozfdsn2bjaa5jwtdovszpr5xa

2020 Index IEEE Transactions on Cybernetics Vol. 50

2020 IEEE Transactions on Cybernetics  
., Reference Trajectory Reshaping Optimi-zation and Control of Robotic Exoskeletons for Human-Robot Co-Manipulation; TCYB Aug. 2020 3740-3751 Wu, X., Jiang, B., Yu, K., Miao, c., and Chen, H  ...  ., +, TCYB May 2020 2223-2236 Lie groups Estimation and Observability Analysis of Human Motion on Lie Groups.  ...  ., +, TCYB April 2020 1460- 1472 Biomechanics Estimation and Observability Analysis of Human Motion on Lie Groups.  ... 
doi:10.1109/tcyb.2020.3047216 fatcat:5giw32c2u5h23fu4drupnh644a

2020 Index IEEE Transactions on Industrial Informatics Vol. 16

2020 IEEE Transactions on Industrial Informatics  
Optimization for Industrial IoT 4.0; 1427-1435 Messina, F., see Fortino, G., TII Sept. 2020 6133-6142 Mi, C., see Zhu, C., TII May 2020 3366-3375 Miao, X., see Han, G., TII Aug. 2020 5527-5538  ...  Forests-Based Model for Ultra-Short-Term Prediction of PV Characteristics; TII Jan. 2020 202-214 Imran, A., see Hussain, B., TII Aug. 2020 4986-4996 Imran, M., see Fu, S., TII Sept. 2020 6013-6022  ...  ., +, TII Sept. 2020 5905-5913 Boltzmann machines Restricted-Boltzmann-Based Extreme Learning Machine for Gas Path Fault Diagnosis of Turbofan Engine.  ... 
doi:10.1109/tii.2021.3053362 fatcat:blfvdtsc3fdstnk6qoaazskd3i

Table of contents

2020 IEEE Transactions on Image Processing  
Zhou 3820 View-Invariant Deep Architecture for Human Action Recognition Using Two-Stream Motion and Shape Temporal Dynamics ..........................................................................  ...  Liu 3039 Tangent Fisher Vector on Matrix Manifolds for Action Recognition ...... G. Luo, J. Wei, W. Hu, and S. J.  ... 
doi:10.1109/tip.2019.2940372 fatcat:h23ul2rqazbstcho46uv3lunku

A Review of Artificial Intelligence Algorithms Used for Smart Machine Tools

Chih-Wen Chang, Hau-Wei Lee, Chein-Hung Liu
2018 Inventions  
based on the back propagation of neural networks using wavelet decomposition, principal component analysis, and data normalization [111], a logistic regression based prognostic method for the on-line  ...  to the diagnosis of tidal turbine vibration data [117], diagnosis methods based on deep learning for the early detection of small faults in front-end controlled wind generators (FSCWG) [118], and the  ...  between representation learning, manifold learning, and density estimation.  ... 
doi:10.3390/inventions3030041 fatcat:6qrwhmrl2bfwrgmovqvsyx5p3y
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