People Information

Kamrad Khoshhal

Activity: Former Collaborator
Email: kamrad@isr.uc.pt
Webpage

  0000-0001-9633-3114
 
Kamrad Khoshhal Roudposhti was a Ph.D. student on Electrical and Computer Engineering of University of Coimbra. He graduated M.Sc. degree on artificial intelligence and robotic of Azad university – Tehran, Science and Research branch. His main research topic is “Human Behaviour Understanding by Body Motion analyzing”.

Former PhD student at ISR, completed in 2014, pos-doc 2014-2015 in the scope of the AMS-HMI12 project. Assistant Professor, Azad Islamic University, Lahijan Branch.



Publications

2017 . 2016 . 2015 . 2014 . 2013 . 2012 . 2011 . 2010 . 2009 .

2017

International Journals

K. Khoshhal Roudposhti; J. Dias; P. Peixoto; V. Metsis; U. Nunes, “A Multilevel Body Motion-based Human Activity Analysis Methodology,” in IEEE Transactions on Cognitive and Developmental Systems , 9, 1 |  
DOI: 10.1109/TCDS.2016.2607154

2016

International Journals

K. K. Roudposhti, U. Nunes and J. Dias, “Probabilistic Social Behavior Analysis by Exploring Body Motion-Based Patterns,” in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, no. 8, pp. 1679-1691, Aug. 1 2016.
DOI: 10.1109/TPAMI.2015.2496209

2015

International Journals

Luís Santos, Kamrad Khoshhal, Jorge Dias, Trajectory-based human action segmentation, Pattern Recognition, Volume 48, Issue 2, February 2015, Pages 568-579 |  
DOI: 10.1016/j.patcog.2014.08.015

2014

PhD thesis

Kamrad Khoshhal – “Probabilistic-based Human Behaviour Analysis using Hierarchical Framework”. Ph.D. thesis, Supervisor: Prof. Jorge Dias, University of Coimbra, May, 2014 |  
HANDLE: http://hdl.handle.net/10316/24529

2013

International Journals

K. Khoshhal and J. Dias – “Probabilistic Human Interaction Understanding – Exploring Relationship Between Human Body Motion and the Environmental Context”. Pattern Recognition Letters, Volume 34, Issue 7, Pages 820-830, May 2013. |  
DOI: 10.1016/j.patrec.2012.09.021

Oral Presentations in Conferences with Referees

K. Khoshhal, J. Dias – “Improved Semantic-based Human Interaction Understanding Using Context-based knowledge”. 2013 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2013), Manchester, United Kingdom, October, 2013. |  
DOI: 10.1109/SMC.2013.494

2012

Oral Presentations in Conferences with Referees

K. Khoshhal, P. Menezes, J. Dias – “Descriptive Human Action and Interaction Analysis in a Hierarchical Framework”. In 2012 International Workshop on Human-Agent Interaction (iHAI 2012), in IROS2012, Vilamoura, Portugal, 2012.

K. Khoshhal, J. Dias – “Interrelation Analysis for Interpersonal Behaviour Understanding in Social Context”. In 10th IFAC Symposium on Robot Control (SYROCO 2012), Dubrovnik, Croatia, September, 2012. |  
DOI: 10.3182/20120905-3-HR-2030.00056

K. Khoshhal, L. Santos, H. Aliakbarpour, J. Dias – “Parameterizing Interpersonal Behaviour with Laban Movement Analysis – A Bayesian Approach”. in 3rd International Workshop on Socially Intelligent Surveillance and Monitoring (SISM2012) in CVPR2012, in Providence, Rhode Island, USA, June, 2012. |  
DOI: 10.1109/CVPRW.2012.6239349

2011

Oral Presentations in Conferences with Referees

K. Khoshhal, Jorge Dias – “Probabilistic Human Activity Understanding Exploring Relationship Between Human Body Motion and the Environmental Context” – in Workshop on Recognition and Action for Scene Understanding (REACTS) as a satellite event of the 14th International Conference of Computer Analysis of Images and Patterns (CAIP) Spain, 1-2 September 2011.  |  

J. Quintas, K. Khoshhal, H. Aliakbarpour, M. Hofmann, J. Dias – “Using Concurrent Hidden Markov Models to Analyze Human Behaviours in a Smart Home Environment” – in Wiamis 2011, 12th international Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), 13-15 April 2011.  |  

K. Khoshhal, H. Aliakbarpour, J. Quintas, M. Hofmann and J. Dias – “Probabilistic LMA-based Human Motion Analysis by Conjugating Frequency and Spatial based Features” – in Wiamis 2011, 12th international Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), 13-15 April 2011.  |  

K. Khoshhal, H. Aliakbarpour, J. Quintas, K. Mekhnacha, J. Ros and J. Dias – “LMA-based Human Behaviour Analysis Using HMM” – In DoCEIS’11 , 2nd Doctoral Conference on Computing, Electrical and Industrial Systems, 21-23 February 2011, Costa da Caparica, Lisbon, Portugal. |  
DOI: 10.1007/978-3-642-19170-1_21

H. Aliakbarpour, K. Khoshhal, J. Quintas, K. Mekhnacha, J. Ros, M. Andersson and J. Dias – “HMM-based Abnormal Behaviour Detection Using Heterogeneous Sensor Network” – In DoCEIS’11 , 2nd Doctoral Conference on Computing, Electrical and Industrial Systems, 21-23 February 2011, Costa da Caparica, Lisbon, Portugal. |  
DOI: 10.1007/978-3-642-19170-1_30

2010

Oral Presentations in Conferences with Referees

K. Khoshhal, H. Aliakbarpour, J. Quintas, P. Drews, J. Dias – Probabilistic LMA-based Classification of Human Behaviour Understanding Using Power Spectrum Technique – Fusion 2010 – 13th International Conference on Information Fusion – EICC Edinburgh, UK, July 26-29 2010. |  

H. Aliakbarpour, J. F. Ferreira, K. Khoshhal, J. Dias – A Novel Framework for Data Registration and Data Fusion in Presence of Multi-modal Sensors – in Proceedings of the DoCEIS 2010 – Doctoral Conference on Computing, Electrical and Industrial Systems – Lisbon, Portugal, Feb. 22-24, 2010. Springer – ISBN 978-3-642-11627-8 |  
DOI: 10.1007/978-3-642-11628-5_33

2009

Oral Presentations in Conferences with Referees

H. Aliakbarpour, P. Núñez, J. Prado, K. Khoshhal and J. Dias – An Efficient Algorithm for Extrinsic Calibration between a 3D Laser Range Finder and a Stereo Camera for Surveillance – Proceedings of the ICAR 2009 – 14th International Conference on Advanced Robotics – Munich, Germany, June 22-26, 2009 |