Mohammad Najafi
Mohammad Najafi
Postdoctoral Machine Learning Researcher at the University of Oxford
Verified email at anu.edu.au
TitleCited byYear
Non-Associative Higher-Order Markov Networks for Point Cloud Classification
M Najafi, S Taghavi Namin, M Salzmann, L Petersson
ECCV 2014, 2014
382014
Prediction of Glioblastoma Multiform Response to Bevacizumab Treatment Using Multi-Parametric MRI
M Najafi, H Soltanian-Zadeh, K Jafari-Khouzani, L Scarpace, T Mikkelsen
PLOS One 7 (1), 2012
192012
Deep phenotyping: deep learning for temporal phenotype/genotype classification
ST Namin, M Esmaeilzadeh, M Najafi, TB Brown, JO Borevitz
Plant methods 14 (1), 66, 2018
172018
A multi-modal graphical model for scene analysis
ST Namin, M Najafi, M Salzmann, L Petersson
2015 IEEE Winter Conference on Applications of Computer Vision, 1006-1013, 2015
142015
Sample and filter: nonparametric scene parsing via efficient filtering
M Najafi, S Taghavi Namin, M Salzmann, L Petersson
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
112016
Multi-view terrain classification using panoramic imagery and lidar
ST Namin, M Najafi, L Petersson
2014 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2014
82014
Cutting edge: Soft correspondences in multimodal scene parsing
S Taghavi Namin, M Najafi, M Salzmann, L Petersson
Proceedings of the IEEE International Conference on Computer Vision, 1188-1196, 2015
72015
classification of natural scene multispectral images using a new enhanced crf
M Najafi, S Taghavi Namin, L Petersson
IROS 2013, 2013
52013
Fast user-guided video object segmentation by deep networks
SW Oh, JY Lee, N Xu, SJ Kim
The 2018 DAVIS Challenge on Video Object Segmentation-CVPR Workshops 3, 2018
42018
Meta learning deep visual words for fast video object segmentation
HS Behl, M Najafi, PHS Torr
arXiv preprint arXiv:1812.01397, 2018
32018
Similarity Learning for Dense Label Transfer
M Najafi, V Kulharia, T Ajanthan, P H. S. Torr
CVPR workshop, 2018
32018
Soft Correspondences in Multimodal Scene Parsing
ST Namin, M Najafi, M Salzmann, L Petersson
arXiv preprint arXiv:1709.09843, 2017
2017
On the Role of Context at Different Scales in Scene Parsing
M Najafi
The Australian National University, 2017
2017
A Multi-modal Graphical Model for Scene Analysis
S Taghavi Namin, M Najafi, M Salzmann, L Petersson
IEEE, 2015
2015
Multi-view terrain classification using panoramic imagery and LIDAR
S Taghavi Namin, M Najafi, L Petersson
IEEE, 2014
2014
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Articles 1–15