Human Driving Behavior Recognition Based on Hidden Markov Models

2006 ◽  
Author(s):  
Xiaoning Meng ◽  
Ka Keung Lee ◽  
Yangsheng Xu
Keyword(s):  
Hidden Markov Models ◽  
Markov Models ◽  
Hidden Markov ◽  
Driving Behavior ◽  
Behavior Recognition

AUV behavior recognition using behavior histograms, HMMs, and CRFs

Robotica ◽  
2014 ◽  
Vol 32 (2) ◽  
pp. 291-304 ◽  
Author(s):  
Michael Novitzky ◽  
Charles Pippin ◽  
Thomas R. Collins ◽  
Tucker R. Balch ◽  
Michael E. West
Keyword(s):  
Hidden Markov Models ◽  
Random Fields ◽  
Conditional Random Fields ◽  
Markov Models ◽  
Hidden Markov ◽  
Task Assignment ◽  
Behavior Recognition ◽  
Sensor Information ◽  
Recognition Technique ◽  
And Task

SUMMARYThis paper focuses on behavior recognition in an underwater application as a substitute for communicating through acoustic transmissions, which can be unreliable. The importance of this work is that sensor information regarding other agents can be leveraged to perform behavior recognition, which is activity recognition of robots performing specific programmed behaviors, and task-assignment. This work illustrates the use of Behavior Histograms, Hidden Markov Models (HMMs), and Conditional Random Fields (CRFs) to perform behavior recognition. We present challenges associated with using each behavior recognition technique along with results on individually selected test trajectories, from simulated and real sonar data, and real-time recognition through a simulated mission.

Driving Behavior Modeling Using Autoregressive Input-Output Hidden Markov Models

2019 ◽  
Vol 2019 (0) ◽  
pp. 2A1-E05
Author(s):  
Naoki AKAI ◽  
Takatsugu HIRAYAMA ◽  
Luis Yoichi MORALES ◽  
Yasuhiro AKAGI ◽  
Hailong LIU ◽  
...  
Keyword(s):  
Hidden Markov Models ◽  
Markov Models ◽  
Hidden Markov ◽  
Driving Behavior ◽  
Behavior Modeling ◽  
Input Output

Human behavior recognition based on 3D features and hidden markov models

2015 ◽  
Vol 10 (3) ◽  
pp. 495-502 ◽  
Author(s):  
Yuexin Wu ◽  
Zhe Jia ◽  
Yue Ming ◽  
Juanjuan Sun ◽  
Liujuan Cao
Keyword(s):  
Hidden Markov Models ◽  
Human Behavior ◽  
Markov Models ◽  
Hidden Markov ◽  
Behavior Recognition ◽  
Human Behavior Recognition

scholarly journals Context-Aware Mouse Behavior Recognition Using Hidden Markov Models

2019 ◽  
Vol 28 (3) ◽  
pp. 1133-1148 ◽  
Author(s):  
Zheheng Jiang ◽  
Danny Crookes ◽  
Brian D. Green ◽  
Yunfeng Zhao ◽  
Haiping Ma ◽  
...  
Keyword(s):  
Hidden Markov Models ◽  
Markov Models ◽  
Hidden Markov ◽  
Context Aware ◽  
Mouse Behavior ◽  
Behavior Recognition

Estimating Personality Impression from Speech Record Using Hidden Markov Models

2015 ◽  
Vol 135 (12) ◽  
pp. 1517-1523 ◽  
Author(s):  
Yicheng Jin ◽  
Takuto Sakuma ◽  
Shohei Kato ◽  
Tsutomu Kunitachi
Keyword(s):  
Hidden Markov Models ◽  
Markov Models ◽  
Hidden Markov
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