Publications
Recent Publications
The shape space of 3D botanical tree models
G Wang, H Laga, N Xie, J Jia, H Tabia
ACM
Transactions on Graphics (TOG) 37 (1), 7,
2018
Numerical inversion of SRNF maps for elastic
shape analysis of genus-zero surfaces
H Laga, Q Xie, IH Jermyn, A Srivastava
IEEE transactions on pattern analysis and
machine intelligence 39 (12), 2451-2646,
2017
A
Comprehensive Study of Deep Learning for
Image Captioning
M Hossain, F Sohel,
MF Shiratuddin, H Laga
arXiv preprint
arXiv:1810.04020, 2018
An assigned responsibility system for
robotic teleoperation control
N
Small, K Lee, G Mann
International
journal of intelligent robotics and
applications 2 (1), 81-97,
2018
Positive design of smart interactive fabric
artifacts for people with dementia
G
Mann, G Oatley
Serious Games and
Applications for Health (SeGAH), 2017 IEEE
5th International Conference, 2017
Random forest classification based acoustic
event detection utilizing
contextual-information and bottleneck
features
X Xia, R Togneri, F Sohel, D
Huang
Pattern Recognition 81, 1-13, 2018
A multi-modal, discriminative and spatially
invariant cnn for rgb-d object labeling
U Asif, M Bennamoun, FA Sohel
IEEE
transactions on pattern analysis and machine
intelligence 40 (9), 2051-2065, 2018
Cost-sensitive learning of deep feature
representations from imbalanced data
SH Khan, M Hayat, M Bennamoun, FA Sohel, R
Togneri
IEEE transactions on neural
networks and learning systems 29 (8),
3573-3587
Review of EEG-based pattern classification
frameworks for dyslexia
H Perera, MF
Shiratuddin, KW Wong
Brain informatics 5
(2), 4, 2018
Reinforced memory network for question
answering
A Nugaliyadde, KW Wong, F
Sohel, H Xie
International Conference on
Neural Information Processing, 482-490,
2017
Multiclass Imbalanced Classification Using
Fuzzy C-Mean and SMOTE with Fuzzy Support
Vector Machine
R Pruengkarn, KW Wong,
CC Fung
International Conference on
Neural Information Processing, 67-75,
2017
Full list of publications from members of the reseach group
Associate Professor Dr Hamid Laga:https://scholar.google.com/citations?user=Qxmqp-0AAAAJ&hl=en
Dr Graham Mann:
https://scholar.google.com/citations?user=rNvDtdEAAAAJ&hl=en
Dr Syed Afaq Shah
https://scholar.google.com.au/citations?user=jO8lwTYAAAAJ&hl=en
Dr Ferdous Sohel:
https://scholar.google.com.au/citations?user=ijcKzIQAAAAJ&hl=en
Associate Professor Dr Kevin Wong:
https://scholar.google.com.au/citations?user=ftBKWiUAAAAJ&hl=en