Mr Mohammad Sadegh Aliakbarian

I'm a PhD student at the Australian National University and Smart Vision System group of Data61, CSIRO. I'm honored to work under supervision of Dr. Lars Petersson and have pieces of advice from Dr. Mathieu Salzmann, Stephen Gould, and Basura Fernando. My current research interest is deep sequence learning for activity recognition and anticipation. Prior to that, I did an internship at Computer Vision Research Group at NICTA on Real-Time Deep Learning-based Object Detection. Prior to that, I was a researcher/visitor at NICTA, working on weakly-supervised semantic segmentation using deep convolutional neural networks. Prior to that, I worked in computer vision industry for two years (SON Computers Co. and Electronic Research Institute) as a researcher/developer. I have a B.Sc. in Computer Engineering from Isfahan University of Technology, Isfahan, Iran. Please visit my personal webpage.

Computer Vision, Machine Learning, and Pattern Recognition

Deep Learning and Deep Sequence Learning

Probabilitic Graphical Models

Activity Recognition and Anticipation

Scene Semantic Segmentation

2017
 
MS Aliakbarian, FS Saleh, M Salzmann, B Fernando, L Petersson, L Andersson
International Conference on Computer Vision (ICCV'17)
 
FS Saleh, MS Aliakbarian, M Salzmann, L Petersson, JM Alvarez, S Gould
IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI), 2017
 
Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation
FS Saleh, MS Aliakbarian, M Salzmann, L Petersson, JM Alvarez
International Conference on Computer Vision (ICCV'17)
 
2016
 
MS Aliakbarian, F Saleh, B Fernando, M Salzmann, L Petersson, L Andersson
ArXiv preprint arXiv:1611.05520v1, 2016
 
F Saleh, MS Aliakbarian, M Salzmann, L Petersson, S Gould, JM Alvarez
European Conference on Computer Vision (ECCV'16)
 
 
2014
 
MS Aliakbarian, F Saleh, F Saleh, F Aliakbarian
International Journal of Computer and Information Technologies. 2014 Feb 26;2(1):294-309.
 
 
2013
 
MS Aliakbarian, A Fanian, F Saleh, TA Gulliver
Communications, Computers and Signal Processing (PACRIM), 2013 IEEE Pacific Rim Conference on. IEEE, 2013.
 
MS Aliakbarian, A Fanian
2013 21st Iranian Conference on Electrical Engineering (ICEE). IEEE, 2013.
 
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Australian National University / Data61|CSIRO

  • PhD Scholar Student, Computer Science, 2016-Current

 

Isfahan University of Technology, Iran

  • B.Sc. Student, Computer Software Engineering, 2009-2013

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