Mrs Fatemeh Sadat Saleh

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, Dr. Mathieu Salzmann, and Dr. Jose Alvarez and have pieces of advice from Dr. Stephen Gould. In general, I'm interested in computer vision problems and also deep learning. My current research interest is focused on weakly-supervised semantic segmentation using deep convolutional neural netowrk. 

Prior to joining CSIRO and studying PhD, I worked in computer vision industry for two years (SON Computers Co. and Electronic Research Institute) as a researcher/developer. I have a M.Sc. in Computer Engineering from Sharif University of Technology, Tehran, Iran and a B.Sc. in Computer Software Engineering from Isfahan University of Technology, Isfahan, Iran. 

Computer Vision

Deep Learning

Probabilistic Graphical Models

Semantic Segmentation

Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation
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)
 
Encouraging LSTMs to Anticipate Actions Very Early
MS Aliakbarian, F Saleh, M Salzmann, B Fernando, L Petersson, L Andersson
International Conference on Computer Vision (ICCV'17)
 
Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation
F Saleh, MS Ali Akbarian, M Salzmann, L Petersson, S Gould, JM Alvarez
European Conference on Computer Vision (ECCV'16)
 
An Automatic Prosodic Event Detector Using MSD HMMs for Persian Language
Fatemeh Sadat Saleh, Boshra Shams, Hossein Sameti, Soheil Khorram, 
International Symposium on Artificial Intelligence and Signal Processing, Springer 2013
 
Optimal supervised Feature extraction in Internet traffic classification
MS Ali Akbarian, A Fanian, F Saleh, TA Gulliver
Communications, Computers and Signal Processing (PACRIM), 2013 IEEE Pacific Rim Conference on. IEEE, 2013.

 

Australian National University / Data61 | CSIRO

Ph.D. Scholar Student, Computer Science, 2015-Now

 

Sharif University of Technology, Tehran, Iran

M.Sc. Student, Computer Engineering, 2011-2013

 

Isfahan University of Technology, Isfahan, Iran

B.Sc. Student, Computer Software Engineering, 2007-2011

Updated:  8 September 2015/Responsible Officer:  Head of School/Page Contact:  CECS Marketing