Mrs Fatemeh Sadat Saleh

I am a Research Fellow of the Australian Centre for Robotic Vision (ACRV) and the Australian National University (ANU), where I am honored to work with Professor Stephen Gould.

Prior to that, I was a PhD student at Australian National University and Data61-CSIRO, working on weakly-supervised semantic segmentation of images and videos under supervisions of Lars Petersson, Mathieu Salzmann, Jose M. Alvarez, and Stephen Gould. I was also a deep learning research engineering intern at Qualcomm AI Research, Amsterdam, working on self-supervised video representation learning.

Prior to that, I was working in computer vision industry for more than two years. I received my M.Sc. degree in AI from Sharif University of Technology and B.Sc. in Software Engineering from Isfahan University of Technology.

Computer Vision & Deep Learning

Video and action understanding

Semantic Segmentation

Self-supervised Learning

Effective Use of Synthetic Data for Urban Scene Semantic Segmentation
FS Saleh, MS Ali Akbarian, M Salzmann, L Petersson, S Gould, JM Alvarez
European Conference on Computer Vision (ECCV'18)
 
VIENA2: A Driving Anticipation Dataset
MS Aliakbarian, FS Saleh, M Salzmann, B Fernando, L Petersson, L Andersson
Asian Conference on Computer Vision (ACCV'18)
 
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, 2015-2019

 

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:  10 February 2019/Responsible Officer:  Head of School/Page Contact:  CECS Marketing