• The University of Western Australia (M018), 35 Stirling Highway,

    6009 Perth

    Australia

  • 1129 Citations
  • 18 h-Index
20012019
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Research Output 2001 2019

  • 1129 Citations
  • 18 h-Index
  • 72 Conference paper
  • 40 Article
  • 4 Chapter
  • 1 Literature review
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Article
2019
4 Citations (Scopus)

Dual transduction on a single sensor for gas identification

Gao, F., Xuan, W., Bermak, A., Boussaid, F., Tsui, C-Y. & Luo, J., 1 Jan 2019, In : SENSORS AND ACTUATORS B-CHEMICAL. 278, p. 21-27 7 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Fully Integrated Bidirectional CMOS-MEMS Flow Sensor with Low Power Pulse Operation

Ahmed, M., Xu, W., Mohamad, S., Boussaid, F., Lee, Y. K. & Bermak, A., 1 May 2019, In : IEEE Sensors Journal. 19, 9, p. 3415-3424 10 p., 8607070.

Research output: Contribution to journalArticle

microelectromechanical systems
MEMS
CMOS
chips
sensors

Learning Latent Global Network for Skeleton-based Action Prediction

Ke, Q., Bennamoun, M., Rahmani, H., An, S., Sohel, F. & Boussaid, F., 2 Sep 2019, In : IEEE Transactions on Image Processing. p. 959-970

Research output: Contribution to journalArticle

Lighting

ResFeats: Residual network based features for underwater image classification

Mahmood, A., Bennamoun, M., An, S., Sohel, F. & Boussaid, F., 1 Nov 2019, In : Image and Vision Computing. 103811.

Research output: Contribution to journalArticle

Aquatic ecosystems
Image classification
Imaging systems
Health
Deep learning
2018
4 Citations (Scopus)
157 Downloads (Pure)

Deep Image Representations for Coral Image Classification

Mahmood, A., Bennamoun, M., An, S., Sohel, F. A., Boussaid, F., Hovey, R., Kendrick, G. A. & Fisher, R. B., 12 Jan 2018, In : IEEE Journal of Oceanic Engineering. 11 p.

Research output: Contribution to journalArticle

Open Access
File
Reefs
Image classification
Autonomous underwater vehicles
Remotely operated vehicles
Aquatic ecosystems
3 Citations (Scopus)

Dual transduction surface acoustic wave gas sensor for VOC discrimination

Gao, F., Boussaid, F., Xuan, W., Tsui, C. Y. & Bermak, A., 1 Dec 2018, In : IEEE Electron Device Letters. 39, 12, p. 1920-1923 4 p., 8485744.

Research output: Contribution to journalArticle

Chemical sensors
Volatile organic compounds
Surface waves
Gases
Acoustic waves
4 Citations (Scopus)

Evolutionary Feature Learning for 3D Object Recognition

Shah, S. A. A., Bennamoun, M., Boussaid, F. & While, L., 2018, In : IEEE Access. 6, p. 2434-2444

Research output: Contribution to journalArticle

Open Access
Object recognition
Salix
Glossaries
Navigation
Robots

Exploiting layerwise convexity of rectifier networks with sign constrained weights

An, S., Boussaid, F., Bennamoun, M. & Sohel, F., 1 Sep 2018, In : Neural Networks. 105, p. 419-430 12 p.

Research output: Contribution to journalArticle

Weights and Measures
Discriminant Analysis
Statistical Factor Analysis

Identity Adaptation for Person Re-identification

Ke, Q., Bennamoun, M., Rahmani, H., An, S., Sohel, F. & Boussaid, F., 30 Aug 2018, In : IEEE Access. 6, p. 48147-48155 8452946.

Research output: Contribution to journalArticle

Open Access
Testing
Probability distributions
Identification (control systems)
Entropy
Cameras
14 Citations (Scopus)

Learning Clip Representations for Skeleton-based 3D Action Recognition

Ke, Q., Bennamoun, M., An, S., Sohel, F. & Boussaid, F., Jun 2018, In : IEEE Transactions on Image Processing. 27, 6, p. 2842-2855

Research output: Contribution to journalArticle

Neural networks
Recurrent neural networks
11 Citations (Scopus)

Ultra-Low-Power Smart Electronic Nose System Based on Three-Dimensional Tin Oxide Nanotube Arrays

Chen, J., Chen, Z., Boussaid, F., Zhang, D., Pan, X., Zhao, H., Bermak, A., Tsui, C. Y., Wang, X. & Fan, Z., 26 Jun 2018, In : ACS Nano. 12, 6, p. 6079-6088 10 p.

Research output: Contribution to journalArticle

Tin oxides
Nanotubes
tin oxides
nanotubes
Gases
2017

Breath Level Acetone Discrimination Through Temperature Modulation of a Hierarchical ZnO Gas Sensor

Chen, J., Pan, X., Boussaid, F., Mckinley, A., Fan, Z. & Bermak, A., 1 Oct 2017, In : IEEE Sensors Letters. 1, 5, p. 1-4

Research output: Contribution to journalArticle

27 Citations (Scopus)

Keypoints-based surface representation for 3D modeling and 3D object recognition

Shah, S. A. A., Bennamoun, M. & Boussaid, F., 1 Apr 2017, In : Pattern Recognition. 64, p. 29-38 10 p.

Research output: Contribution to journalArticle

Object recognition
Image registration
MATLAB
Tensors
Computational complexity
8 Citations (Scopus)
Fusion reactions
Human robot interaction
Optical flows
Long short-term memory
58 Citations (Scopus)
425 Downloads (Pure)

SkeletonNet: Mining Deep Part Features for 3-D Action Recognition

Ke, Q., An, S., Bennamoun, M., Sohel, F. & Boussaid, F., 2017, In : IEEE Signal Processing Letters. p. 731-735

Research output: Contribution to journalArticle

Open Access
File
Action Recognition
Skeleton
3D
Mining
Time series
2016
15 Citations (Scopus)
10 Downloads (Pure)
Object recognition
Datasets
Vorticity
Detectors
7 Citations (Scopus)

A semantic RBM-based model for image set classification

Elaiwat, S., Bennamoun, M. & Boussaid, F., 12 Sep 2016, In : Neurocomputing. 205, p. 507-518

Research output: Contribution to journalArticle

Semantics
Face recognition
Surface structure
31 Citations (Scopus)
10 Downloads (Pure)

A spatio-temporal RBM-based model for facial expression recognition

Elaiwat, S., Bennamoun, M. & Boussaid, F., Jan 2016, In : Pattern Recognition. 49, p. 152-161

Research output: Contribution to journalArticle

Interfaces (computer)
Labels
Experiments
40 Citations (Scopus)

Iterative deep learning for image set based face and object recognition

Shah, S. A., Bennamoun, M. & Boussaid, F., 22 Jan 2016, In : Neurocomputing. 174, Part B, p. 866-874

Research output: Contribution to journalArticle

Object recognition
Face recognition
Learning
Lie groups
Facial Expression
2015
41 Citations (Scopus)
11 Downloads (Pure)

A Curvelet-based approach for textured 3D face recognition

Elaiwat, S., Bennamoun, M., Boussaïd, F. & El-Sallam Abd, A., Apr 2015, In : Pattern Recognition. 48, 4, p. 1235-1246

Research output: Contribution to journalArticle

Face recognition
Frequency bands
Textures
Lighting
Detectors
51 Citations (Scopus)
350 Downloads (Pure)

A highly efficient P-SSHI rectifier for piezoelectric energy harvesting

Lu, S. & Boussaid, F., Oct 2015, In : IEEE Transactions on Power Electronics. 30, 10, p. 5364-5369 6 p., 7084647.

Research output: Contribution to journalArticle

Open Access
File
Piezoelectric devices
Energy harvesting
Electric potential
Diodes
Networks (circuits)
7 Citations (Scopus)

An inductorless self-controlled rectifier for piezoelectric energy harvesting

Lu, S. & Boussaid, F., 19 Nov 2015, In : Sensors (Switzerland). 15, 11, p. 29192-29208 17 p.

Research output: Contribution to journalArticle

Open Access
Piezoelectric devices
rectifiers
Energy harvesting
Equipment and Supplies
Electric delay lines
17 Citations (Scopus)
202 Downloads (Pure)
Open Access
File
Vorticity
Image registration
12 Citations (Scopus)

Importance of spatial and spectral data reduction in the detection of internal defects in food products

Zhang, X., Nansen, C., Aryamanesh, N., Yan, G. & Boussaid, F., Apr 2015, In : Applied Spectroscopy. 69, 4, p. 473-480

Research output: Contribution to journalArticle

data reduction
food
Data reduction
Defects
defects
5 Citations (Scopus)

Quantitative error analysis of bilateral filtering

An, S., Boussaïd, F., Bennamoun, M. & Sohel, F., 2015, In : IEEE Signal Processing Letters. 22, 2, p. 202-206

Research output: Contribution to journalArticle

Quantitative Analysis
Error Analysis
Error analysis
Interpolation
Filtering
2014
12 Citations (Scopus)
Electric potential
Electric power utilization
Flip flop circuits
Silicon
Processing
38 Citations (Scopus)

3-D face recognition using curvelet local features

Elaiwat, S., Bennamoun, M., Boussaïd, F. & El-Sallam, A., Feb 2014, In : IEEE Signal Processing Letters. 21, 2, p. 172-175 4 p.

Research output: Contribution to journalArticle

Curvelet
Local Features
Face recognition
Face Recognition
3D
2012
8 Citations (Scopus)

Glomerular latency coding in artificial olfaction

Al Yamani, J., Boussaid, F., Bermak, A. & Martinez, D., 2012, In : Frontiers in Neuroengineering. 4, p. 1-9

Research output: Contribution to journalArticle

Open Access
2011
56 Citations (Scopus)

A CMOS single-chip gas recognition circuit for metal oxide gas sensor arrays

Ng, K., Boussaid, F. & Bermak, A., 2011, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 58, 7, p. 1569-1580

Research output: Contribution to journalArticle

40 Citations (Scopus)

High-Resolution Thin "Guest Host" Micropolariser Arrays for Visible Image Polarimetry

Zhao, X., Boussaid, F., Bermak, A. & Chigrinov, V. G., 2011, In : Optics Express. 19, 6, p. 5565-5573

Research output: Contribution to journalArticle

2010
80 Citations (Scopus)

Liquid-crystal micropolarimeter array for full Stokes polarization imaging in visible spectrum

Zhao, X. J., Bermak, A., Boussaid, F. & Chigrinov, V. G., 2010, In : Optics Express. 18, 17, p. 17776-17787

Research output: Contribution to journalArticle

2009

A High Resolution Color Image Restoration Algorithm for TOMBO Imaging Systems

El-Sallam Abd, A. & Boussaid, F., 2009, In : Sensors. 9(6), p. 4649-4668

Research output: Contribution to journalArticle

30 Citations (Scopus)

High-resolution photoaligned liquid-crystal micropolarizer array for polarization imaging in visible spectrum

Zhao, X., Bermak, A., Boussaid, F., Du, T. & Chigrinov, V. G., 2009, In : Optics Letters. 34, 23, p. 3619-3621

Research output: Contribution to journalArticle

visible spectrum
liquid crystals
high resolution
polarization
polarizers
65 Citations (Scopus)

Thin Photo-Patterned Micropolarizer Array for CMOS Image Sensors

Zhao, X., Boussaid, F., Bermak, A. & Chigrinov, V. G., 2009, In : IEEE Photonics Technology Letters. 21, 12, p. 805-807

Research output: Contribution to journalArticle

Image sensors
Azo Compounds
Azo dyes
sensors
Photolithography
2008
21 Citations (Scopus)
260 Downloads (Pure)

Robust Intermediate Read-Out for Deep Submicron Technology CMOS Image Sensors

Chen, S., Boussaid, F. & Bermak, A., 2008, In : IEEE Sensors Journal. 8, 3, p. 286-294

Research output: Contribution to journalArticle

File
spiking
Image sensors
CMOS
Pixels
pixels
13 Citations (Scopus)
133 Downloads (Pure)

Spectral-based blind image restoration method for thin TOMBO imagers

El-Sallam Abd, A. & Boussaid, F., 2008, In : Sensors. 8, 9, p. 6108-6124

Research output: Contribution to journalArticle

Open Access
File
abbreviations
Image resolution
Image reconstruction
Image sensors
restoration
2007
6 Citations (Scopus)

Characterization of a 0.18µm CMOS Color Processing Scheme for Skin Detection

Zhao, X., Boussaid, F. & Bermak, A., 2007, In : IEEE Sensors Journal. 7, 11, p. 1471-1474

Research output: Contribution to journalArticle

CMOS
Skin
chips
Color
color
2006
18 Citations (Scopus)

A Compact Reconfigurable Counter Memory for Spiking Pixels

Chen, S., Bermak, A. & Boussaid, F., 2006, In : IEEE Electron Device Letters. 27, 4, p. 255-257

Research output: Contribution to journalArticle

Pixels
Data storage equipment
Networks (circuits)
Flip flop circuits
2004
12 Citations (Scopus)

An Ultra-Low Power Operating Technique for Mega-Pixels Current-Mediated CMOS Imagers

Boussaid, F., Bermak, A. & Bouzerdoum, S., 2004, In : IEEE Transactions on Consumer Electronics. 50, 1, p. 46-53

Research output: Contribution to journalArticle

Image sensors
Pixels
Electric wiring
Dynamic response
Silicon
2001
5 Citations (Scopus)

A CMOS imager with on-chip processing for image enhancement and edge detection

Bouzerdoum, A., Bermak, A. & Boussaid, F., 2001, In : Canadian Journal of Electrical and Computer Engineering. 26, 3/4, p. 153157

Research output: Contribution to journalArticle