Hossein Rahmani

PhD in Computer Science
 
School of Computer Science and Software Engineering
University of Western Australia
35 Stirling Highway, Crawley, WA 6009
Email address: hrahmani60@gmail.com


Since November 2012, I am a member of The School of Computer Science and Software Engineering at The University of Western Australia where I pursue my Ph.D. in Computer Science. I am advised by Prof. Ajmal Mian and my research is on Computer Vision and Pattern Recognition. More specifically, my research interests include action recognition using RGB-Depth sensors, spatio-temporal action localization, domain adaptation and deep networks.
 
I received my B.Sc. from Isfahan University of Technology (IUT) in 2004 and M.Sc. from Shahid Beheshti University (SBU) in 2010, both in Software Engineering. At SBU, I  worked under supervision of Dr. Mohsen Ebrahimi Moghaddam on Image watermarking in Frequency Domain and Real-time Scheduling Algorithms. 

Research Publications


16- Hossein Rahmani, Ajmal Mian and Mubarak Shah, 2016, "Learning a Deep Model for Human Action Recognition from Novel Viewpoints," Submitted to a Journal, Under Review. (PDF) 


15- Hossein Rahmani, Ajmal Mian, 2016, "3D Action Recognition from Novel Viewpoints", accepted in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, USA. (Oral) (PDF) (Link to MATLAB code and learned model HPM) (Presentation Video)


14- Hossein Rahmani, Arif Mahmood, Du Huynh, Ajmal Mian, 2016, “Histogram of Oriented Principal Components for Cross-view Action Recognition,” IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Accepted for publication (February 2016). (PDF).


13- Hossein Rahmani, Arif Mahmood, Du Huynh, Ajmal Mian, 2015, "Discriminative Human Action Classification Using Locality-Constrained Linear Coding", Pattern Recognition Letters (PRL), Accepted for publication (July 2015).(PDF)


12- Hossein Rahmani, Ajmal Mian, 2015, "Learning a Non-linear Knowledge Transfer Model for Cross-View Action Recognition", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, USA.(PDF, Spotlight)


11- Hossein Rahmani, Arif Mahmood, Du Huynh, Ajmal Mian, 2014, "HOPC: Histogram of Oriented Principal Components of 3D Pointclouds for Action Recognition", European Conference on Computer Vision (ECCV), Zurich, Switzerland.(PDF)


10- Hossein Rahmani, Arif Mahmood, Du Huynh, Ajmal Mian, 2014, "Action Classification with Locality-Constrained Linear Coding," Int. Conference on Pattern Recognition (ICPR), Stockholm, Sweden. (Best Scientific Paper Award)(PDF)


9- Hossein Rahmani, Arif Mahmood, Ajmal Mian, Du Huynh, 2014, “Real Time Action Recognition Using Histograms of Depth Gradients and Random Decision Forests,” Winter Applications of Computer Vision Conference (WACV),  Steamboat Springs, CO, USA. (PDF)


8- Hossein Rahmani, Mohammad Reza Bonyadi, Amir Momeni, Mohsen Ebrahimi Moghaddam, MaghsoudAbaspour, 2011, “Hardware Design of a New Genetic Based Disk Scheduling Method,” Real-Time Systems, 47(1), 41-71.(PDF)


7- Hossein Rahmani, Mohammad Mehdi Faghih, Mohsen Ebrahimi Moghaddam, 2010, “A New Real Time Disk-Scheduling Method Based on GSR Algorithm,” Journal of Systems and Software, 83(11), 2147-2164.(PDF)

6- Mohammad Reza Bonyadi, Hossein Rahmani, Mohsen Ebrahimi Moghaddam, 2010, “A Genetic Based Disk Scheduling Method to Decrease Makespan and Missed Tasks,” Information Systems, 35(7), 791-803.(PDF)

5- Hossein Rahmani, Reza Mortezaei, Mohsen Ebrahimi Moghaddam, 2010, “A New Robust Watermarking Scheme to Increase Image Security,” EURASIP Journal on Advances in Signal Processing.(PDF)


4- Hossein Rahmani, Mohsen Ebrahimi Moghaddam, 2010, “A Semi-Blind Robust Watermarking Scheme Based on Most Perceptually Important Region of Images,” Int. Conference on Electronics and Information Engineering (ICEIE), 267-271, Kyoto, Japan.


3- Hossein Rahmani, Reza Mortezaei, Mohsen Ebrahimi Moghaddam, 2010, “A New Lossless Watermarking Scheme Based on DCT Coefficients,” Int. Conference on Digital Content, Multimedia Technology and its Applications (IDC), 28-33, Seoul, South Korea. 


2- Hossein Rahmani, Mohsen Ebrahimi Moghaddam, 2009, “An Efficient Disk Scheduling Algorithm for Multimedia System Based on GSR Algorithm,”Int. Advance Computing Conference (IACC), 81-86, Patiala, India.


1- Hossein Rahmani, Sajad Arshad, Mohsen Ebrahimi Moghaddam, 2009, “A Disk Scheduling Algorithm Based on ANT Colony Optimization,” Int. Conference on Parallel and Distributed Computing and Communication Systems (PDCCS), 37-42, ISCA, Kentucky, USA.