The University of Western Australia

UWA Staff Profile

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Hossein Rahmani

Mr Hossein Rahmani

Research Fellow
Computer Science and Software Engineering, School of

Contact details
Address
School of Computer Science and Software Engineering
The University of Western Australia (M002)
35 Stirling Highway
CRAWLEY WA 6009
Australia
Email
hossein.rahmani@uwa.edu.au
Personal homepage
https://sites.google.com/site/rahmaniatuwa/home
Biography
Dr. Hossein Rahmani is a Research Fellow in the School of Computer Science and Software Engineering (CSSE), the University of Western Australia (UWA), Perth. He obtained his PhD in Computer Vision and Machine Learning from UWA. Hossein has developed machine learning systems and various feature extraction algorithms for RGB-Depth Action Recognition. He has published research papers in high impact factor journals and reputable conferences.
Key research
Action Recognition, Event Localization, 3D Computer Vision, Pattern Recognition
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.

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)

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).

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).

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.

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.

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)

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.

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.

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.

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.

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.

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.
Research profile
Research profile and publications
 

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Last updated:
Tuesday, 3 November, 2015 2:39 PM