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Journal Article
IEEE Transactions on Audio, Speech, and Language Processing, ISSN 1558-7916, 02/2009, Volume 17, Issue 2, pp. 354 - 365
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 07/2015, Volume 37, Issue 7, pp. 1360 - 1372
Journal Article
2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06), ISSN 1063-6919, 2006, Volume 2, pp. 1521 - 1527
We introduce a discriminative hidden-state approach for the recognition of human gestures. Gesture sequences often have a complex underlying structure, and... 
Computer science | Computer vision | Laboratories | Hidden Markov models | Humans | Pattern recognition | Application software | State estimation | Artificial intelligence | Power generation
Conference Proceeding
Journal of Machine Learning Research, ISSN 1532-4435, 03/2007, Volume 8, pp. 693 - 723
In sequence modeling, we often wish to represent complex interaction between labels, such as when performing multiple, cascaded labeling tasks on the same... 
Graphical models | Conditional random fields | Sequence labeling | conditional random fields | sequence labeling | graphical models | SPEECH RECOGNITION | HIDDEN MARKOV-MODELS | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
IEEE Transactions on Industrial Electronics, ISSN 0278-0046, 6/2019, pp. 1 - 1
In recent decades, hidden Markov models (HMMs) have been widely employed for real-time diagnosis of processes with multiple modes. Recently, the conditional... 
multi-modal real-time process monitoring | hidden Markov models | Conditional random fields
Journal Article
Signal Processing, ISSN 0165-1684, 07/2015, Volume 112, pp. 74 - 82
This paper proposes a human action recognition method via coupled hidden conditional random fields model by fusing both RGB and depth sequential information.... 
Coupled hidden conditional random fields | Human action recognition | Multimodal | Temporal context | 3-D OBJECT RETRIEVAL | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 9/2019, pp. 1 - 1
Existing methods for keyphrase extraction need preprocessing to generate candidate phrase or post-processing to transform keyword into keyphrase. In this... 
Training | Keyphrase extraction | Hidden Markov models | Feature extraction | duration modeling | constrained Viterbi | Decoding | Data mining | Labeling | Task analysis | semi-Markov
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 08/2016, Volume 38, Issue 8, pp. 1612 - 1625
Journal Article
IEEE Transactions on Parallel and Distributed Systems, ISSN 1045-9219, 11/2015, Volume 26, Issue 11, pp. 3040 - 3051
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 12/2016, Volume 25, Issue 12, pp. 5702 - 5712
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 09/2016, Volume 38, Issue 9, pp. 1762 - 1773
Journal Article
2013 IEEE International Conference on Computer Vision, ISSN 1550-5499, 12/2013, pp. 1521 - 1528
Recognition of gesture sequences is in general a very difficult problem, but in certain domains the difficulty may be mitigated by exploiting the domain's... 
Visualization | Assistive technology | Motion segmentation | Hidden Markov models | Artificial neural networks | Gesture recognition | Pragmatics | Computer vision | Tasks | Conferences | Fingers | Mathematical analysis | Linguistics | Mathematical models | Statistics | Recognition
Conference Proceeding
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