• 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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Conference paper
2019

A simple approach for weakly supervised semantic segmentation

Xu, L., Bennamoun, M., An, S., Boussaid, F. & Sohel, F., 2019, International Conference on Acoustics, Speech, and Signal Processing (ICASSP). USA: IEEE, Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Conference paperConference paper

Coral classification using densenet and cross-modality transfer learning

Xu, L., Bennamoun, M., Boussaid, F., An, S. & Sohel, F., 2019, International Joint Conference on Neural Networks (IJCNN) . USA: IEEE, Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Global regularizer and temporal-aware cross-entropy for skeleton-based early action recognition

Ke, Q., Liu, J., Bennamoun, M., Rahmani, H., An, S., Sohel, F. & Boussaid, F., 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Mori, G., Li, H., Schindler, K. & Jawahar, C. V. (eds.). Springer-Verlag Berlin, p. 729-745 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11364 LNCS).

Research output: Chapter in Book/Conference paperConference paper

Cross-entropy
Action Recognition
Skeleton
Labels
Entropy
2018
3 Citations (Scopus)

Classification of corals in reflectance and fluorescence images using convolutional neural network representations

Xu, L., Bennamoun, M., An, S., Sohe, F. & Boussaid, F., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-April. p. 1493-1497 5 p. 8462574

Research output: Chapter in Book/Conference paperConference paper

Fluorescence
Neural networks
Principal component analysis
Chemical activation
1 Citation (Scopus)

High performance high density gas-FET array in standard CMOS

Yu, Q., Zhong, X., Boussaid, F., Bermak, A. & Tsui, C., 25 Oct 2018, 2018 IEEE Symposium on VLSI Technology, VLSI Technology 2018. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-June. p. 39-40 2 p. 8510700

Research output: Chapter in Book/Conference paperConference paper

Field effect transistors
Chemical sensors
Gases
Sensor arrays
Medical problems
1 Citation (Scopus)

Room-Temperature Dual-mode CMOS Gas-FET Sensor for Diabetes Detection

Yu, Q., Boussaid, F., Bermak, A. & Tsui, C. Y., 26 Apr 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-May. 8351086

Research output: Chapter in Book/Conference paperConference paper

Medical problems
Field effect transistors
Sensors
Gases
Temperature
2017
105 Citations (Scopus)

A new representation of skeleton sequences for 3D action recognition

Ke, Q., Bennamoun, M., An, S., Sohel, F. & Boussaid, F., 2017, Proceedings: 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 4570-4579

Research output: Chapter in Book/Conference paperConference paper

Open Access
Trajectories
Neural networks
1 Citation (Scopus)

An ultra low-power capacitively-coupled chopper instrumentation amplifier for wheatstone-bridge readout circuits

Ahmed, M., Boussaid, F. & Bermak, A., 25 Sep 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. IEEE, Institute of Electrical and Electronics Engineers, p. 400-403 4 p. 8050330

Research output: Chapter in Book/Conference paperConference paper

Networks (circuits)
Topology
Bias currents
Power spectral density
Recycling
1 Citation (Scopus)

Dual transduction Gas sensor based on a surface acoustic wave resonator

Gao, F., Bermak, A., Tsui, C. Y. & Boussaid, F., 25 Sep 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. IEEE, Institute of Electrical and Electronics Engineers, p. 1-4 4 p. 8051006

Research output: Chapter in Book/Conference paperConference paper

Chemical sensors
Acoustic surface wave devices
Surface waves
Resonators
Acoustic waves
2016
3 Citations (Scopus)

A hierarchical ZnO nanostructure gas sensor for human breath-level acetone detection

Chen, J., Pan, X., Boussaid, F., Bermak, A. & Fan, Z., 2016, Proceedings - IEEE International Symposium on Circuits and Systems. Sawan, M. (ed.). IEEE, Institute of Electrical and Electronics Engineers, Vol. 2016-July. p. 1866-1869 4 p.

Research output: Chapter in Book/Conference paperConference paper

Chemical sensors
Acetone
Nanostructures
Medical problems
Silicon wafers
10 Citations (Scopus)

Automatic annotation of coral reefs using deep learning

Mahmood, A., Bennamoun, M., An, S., Sohel, F., Boussaid, F., Hovey, R., Kendrick, G. & Fisher, R. B., 28 Nov 2016, OCEANS 2016 MTS/IEEE Monterey, OCE 2016. Zande, J. & Kirkwood, B. (eds.). IEEE, Institute of Electrical and Electronics Engineers, 7761105

Research output: Chapter in Book/Conference paperConference paper

coral reefs
annotations
Reefs
ecosystems
learning
23 Citations (Scopus)

Coral classification with hybrid feature representations

Mahmood, A., Bennamoun, M., An, S., Sohel, F., Boussaid, F., Hovey, R., Kendrick, G. & Fisher, R., 2016, 2016 IEEE International Conference on Image Processing . Karam, L. (ed.). USA: Wiley-IEEE Press, p. 519-523 5 p.

Research output: Chapter in Book/Conference paperConference paper

Reefs
Textures
Pixels
Color
16 Citations (Scopus)

Human interaction prediction using deep temporal features

Ke, Q., Bennamoun, M., An, S., Boussaid, F. & Sohel, F., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Hua, G. & Jegou, H. (eds.). Springer-Verlag London Ltd., Vol. 9914 LNCS. p. 403-414 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9914 LNCS).

Research output: Chapter in Book/Conference paperConference paper

Image coding
Prediction
Interaction
Image Coding
Network architecture
2015
1 Citation (Scopus)

A high dynamic range CMOS image sensor with a novel pixel-level logarithmic counter memory

Freedman, S. & Boussaid, F., 2015, 2015 2nd International Conference on Knowledge-Based Engineering and Innovation (KBEI). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2. p. 14-19

Research output: Chapter in Book/Conference paperConference paper

8 Citations (Scopus)

A novel algorithm for efficient depth segmentation using low resolution (Kinect) images

Shah, S. A., Bennamoun, M. & Boussaid, F., 2015, IEEE Conference on Industrial Electronics and Applications. Online: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 603-607

Research output: Chapter in Book/Conference paperConference paper

Automatic 3D Face Landmark Localization Based on 3D Vector Field Analysis

Shah, S. A. A., Bennamoun, M. & Boussaid, F., 2015, 2015 International Conference on Image and Vision Computing New Zealand (IVCNZ). Auckland, NZ: Wiley-IEEE Press

Research output: Chapter in Book/Conference paperConference paper

Face recognition
Animation
3 Citations (Scopus)

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

An, S., Hayat, M., Khan, S. H., Bennamoun, M., Boussaid, F. & Sohel, F., 2015, 2015 IEEE International Conference on Computer Vision (ICCV). Chile: IEEE, Institute of Electrical and Electronics Engineers, p. 2515-2523

Research output: Chapter in Book/Conference paperConference paper

10 Citations (Scopus)
10 Downloads (Pure)

How can deep rectifier networks achieve linear separability and preserve distances?

An, S., Boussaid, F. & Bennamoun, M., 2015, Proceedings of The 32nd International Conference on Machine Learning. International Machine Learning Society, Vol. 37. p. 514-523

Research output: Chapter in Book/Conference paperConference paper

Linear networks
Classifiers
Neural networks
1 Citation (Scopus)

Sign Constrained Rectifier Networks with Applications to Pattern Decompositions

An, S., Ke, Q., Bennamoun, M., Boussaid, F. & Sohel, F., 2015, Machine Learning and Knowledge Discovery in Databases. Appice, A., Rodrigues, P. P., Costa, V. S., Soares, C., Gama, J. & Jorge, A. (eds.). Switzerland: Springer, Vol. Part 1. p. 546-559

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

Transistor Sizing Using Particle Swarm Optimisation

White, L. R., While, L., Deeks, B. & Boussaid, F., 2015, Proceedings of 2015 IEEE Symposium Series on Computational Intelligence. New Jersey, USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 259-266

Research output: Chapter in Book/Conference paperConference paper

2014
3 Citations (Scopus)

A HIGH SPEED CONFIGURABLE FPGA ARCHITECTURE FOR BILATERAL FILTERING

Sankaran Kutty, J., Boussaid, F. & Amira, A., 2014, Proceedings of the 2014 IEEE International Conference on Image Processing (ICIP). United States of America: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1 only. p. 1248-1252

Research output: Chapter in Book/Conference paperConference paper

A Self-Resetting Piezoelectric Energy Harvesting Rectifier

Lu, S. & Boussaid, F., 2014, COMMAD 2014 Conference Proceedings. United States of America: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 181-184

Research output: Chapter in Book/Conference paperConference paper

11 Citations (Scopus)

Performance evaluation of 3D local surface descriptors for low and high resolution range image registration

Shah, S. A. A., Bennamoun, M. & Boussaïd, F., 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA). IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 1-7

Research output: Chapter in Book/Conference paperConference paper

Image registration
Sensors
Costs
Experiments

Transient Compact Model of Fixed-Fixed Beams with Dielectric Charging

Susli, M. & Boussaid, F., 2014, COMMAD 2014 Conference Proceedings. United States of America: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 101-104

Research output: Chapter in Book/Conference paperConference paper

2013
18 Citations (Scopus)

3D-Div: A novel local surface descriptor for feature matching and pairwise range image registration

Shah, S. A., Bennamoun, M., Boussaid, F. & El-Sallam Abd, A., 2013, Proceedings of 20th IEEE International Conference on Image Processing (ICIP), 2013. Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. nil. p. 2934-2938

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

3D face identification using Curvelet transform

Elaiwat, S., Boussaid, F., Bennamoun, M. & El-Sallam, A., 2013, 2013 1st International Conference on Communications, Signal Processing and Their Applications, ICCSPA 2013. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 6pp

Research output: Chapter in Book/Conference paperConference paper

9 Citations (Scopus)

A High Speed Configurable FPGA Architecture For K-mean Clustering

Kutty, J., Boussaid, F. & Amira, A., 2013, 2013 IEEE International Symposium on Circuits and Systems (ISCAS). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1801-1804

Research output: Chapter in Book/Conference paperConference paper

16 Citations (Scopus)

A Novel Local Surface Description for Automatic 3D Object Recognition in Low Resolution Cluttered Scenes

Shah, S. A., Bennamoun, M., Boussaid, F. & El-Sallam Abd, A., 2013, Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops (ICCVW),. Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. nil. p. 638-643

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

A Self-Controlled Piezoelectric Energy Harvesting Interface Circuit

Lu, S. & Boussaid, F., 2013, IEEE International Conference on Circuits and Systems (ICCAS2013). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 71-74

Research output: Chapter in Book/Conference paperConference paper

9 Citations (Scopus)

Automatic object detection using objectness measure

Shah, S. A. A., Bennamoun, M., Boussaid, F. & El-Sallam, A., 2013, 2013 1st International Conference on Communications, Signal Processing and Their Applications, ICCSPA 2013. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 6pp

Research output: Chapter in Book/Conference paperConference paper

5 Citations (Scopus)

Efficient parallel-SSHI interface circuit for piezoelectric energy harvesting

Lu, S., Boussaid, F. & Law, M., 2013, 2013 IEEE 11th International New Circuits and Systems Conference (NEWCAS). USA: IEEE, Institute of Electrical and Electronics Engineers, p. pp.4

Research output: Chapter in Book/Conference paperConference paper

Experimental evaluation of latency coding for gas recognition

Al Yamani, J. H. J., Boussaid, F., Bermak, A. & Martinez, D., 2013, 8th IEEE International Design and Test Symposium (IDT). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 4 pp.

Research output: Chapter in Book/Conference paperConference paper

Macromodel for the transient simulation of electrostatically actuated fixed-fixed beams

Susli, M., Boussaid, F., Silva, D., Faraone, L. & Dell, J., 2013, IEEE International Conference on Circuits and Systems (ICCAS2013). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. NA. p. 130-134

Research output: Chapter in Book/Conference paperConference paper

2012
4 Citations (Scopus)

Bio-inspired gas recognition based on the organization of the olfactory pathway

Al Yamani, J. H. J., Boussaid, F., Bermak, A. & Martinez, D., 2012, Circuits and Systems (ISCAS), 2012 IEEE International Symposium on. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1391-1394

Research output: Chapter in Book/Conference paperConference paper

2011

Achromatic Micropolarizing Filters for Visible Circular Polarization Bio-Imaging

Zhao, X., Bermak, A. & Boussaid, F., 2011, Proceedings of the 2011 IEEE International Midwest Symposium on Circuits and Systems. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-4

Research output: Chapter in Book/Conference paperConference paper

A low cost CMOS polarimetric ophthalmoscope scheme for cerebral malaria diagnostics

Zhao, X., Bermak, A. & Boussaid, F., 2011, 2011 IEEE/IFIP 19th International Conference on VLSI and System-on-Chip, VLSI-SoC 2011. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-4

Research output: Chapter in Book/Conference paperConference paper

Reduced Dimension Vector Quantisation Encoded Method for Image Compression

Wang, Y., Bermak, A. & Boussaid, F., 2011, Proceedings of the 2011 6th IEEE International Design and Test Workshop. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 110-113

Research output: Chapter in Book/Conference paperConference paper

Robust gas recognition using adaptive thresholding

Al Yamani, J. H. J., Boussaid, F. & Bermak, A., 2011, Proceedings of the 3rd Asia Symposium on Quality Electronic Design, ASQED 2011. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 258-261

Research output: Chapter in Book/Conference paperConference paper

VPIC-based image compression technique for sensor network applications

Wang, Y., Bermak, A. & Boussaid, F., 2011, Proceedings of the 3rd Asia Symposium on Quality Electronic Design, ASQED 2011. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 254-257

Research output: Chapter in Book/Conference paperConference paper

2010
3 Citations (Scopus)

A Frequency-Based Signature Gas Identification Circuit for SnO2 gas Sensors,

Ng, K. T., Boussaid, F. & Bermak, A., 2010, 2010 IEEE International Symposium on Circuits and Systems Proceedings. Serdijn, W. A. & Piguet, C. (eds.). Paris, France ed. United States of America: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD-ROM. p. 2275-2278

Research output: Chapter in Book/Conference paperConference paper

Capacitive Sensing Circuit for Closed-Loop Control of Wide Tuning Range Microspectrometers

Susli, M., Silva, D., Boussaid, F., Faraone, L. & Dell, J., 2010, Proceedings of SPIE: Defense, Security, and Sensing 2010: Emerging Technologies and Laser Sensors and Systems. Druy, M. A., Brown, C. D. & Crocombe, R. A. (eds.). Orlando, Florida, USA ed. United States of America: SPIE, Vol. 7680. p. N/A

Research output: Chapter in Book/Conference paperConference paper

24 Citations (Scopus)

Dynamic Voltage and Frequency Scaling for Low-power Multi-precision Reconfigurable Multiplier

Zhang, X., Bermak, A. & Boussaid, F., 2010, 2010 IEEE International Symposium on Circuit and Systems Proceedings. Serdijn, W. A. & Piquet, C. (eds.). Paris, France ed. United States of America: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 45-48

Research output: Chapter in Book/Conference paperConference paper

7 Citations (Scopus)

FPGA Implementation of Compressive Sampling for Sensor Network Applications

Wang, Y., Bermak, A. & Boussaid, F., 2010, Proceedings of the Second Asia Symposium on Quality Electronic Design ASQED'2010. Kursun, V. (ed.). Penang, Malaysia ed. United States of America: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 5-8

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Liquid-crystal Micropolarimeter Array for Visible Linear and Circular Polarization Imaging

Zhao, X., Bermak, A., Boussaid, F. & Chigrinov, V. G., 2010, 2010 IEEE International Symposium on Circuit and Systems Proceedings. Serdijn, W. A. & Piquet, C. (eds.). Paris, France ed. United States of America: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD-ROM. p. 637-640

Research output: Chapter in Book/Conference paperConference paper

2009
1 Citation (Scopus)

A High-Resolution Micro-Circular-Polarization-Analyzer Array for Real-Time Active Circular Polarization Imaging

Zhao, X., Bermak, A., Boussaid, F., Yao, L. & Chigrinov, V. G., 2009, Proceedings of IEEE BioCAS 2009. Bermak, A., Wang, Z. & Lian, Y. (eds.). Beijing, China ed. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD. p. 49-52

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

An AER based CMOS polarization image sensor with photo-aligned micropolarizer array

Wu, X., Zhao, X., Bermak, A. & Boussaid, F., 2009, Proceedings of the First Asia Symposium on Quality Electronic Design ASQED 2009. Wesling, P. (ed.). Kuala Lumpur, Malaysia ed. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD. p. 126-130

Research output: Chapter in Book/Conference paperConference paper

A Robust Spike-Based Gas Identification Technique for SnO2 Sensors

Ng, K., Chen, H. T., Boussaid, F., Bermak, A. & Martinez, D., 2009, Proceedings of ISCAS 2009 - IEEE International Symposium on Circuits and Systems. Wey, C-L. & Fang, W-C. (eds.). Taipei, Taiwan ed. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD. p. 553-556

Research output: Chapter in Book/Conference paperConference paper

8 Citations (Scopus)

Characterization of a logarithmic spike timing encoding scheme for a 4×4 tin oxide gas sensor array

Ng, K., Guo, B., Bermak, A., Martinez, D. & Boussaid, F., 2009, Proceedings of 2009 IEEE Sensors Conference. French, P. (ed.). Christchurch, New Zealand ed. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD. p. 731-734

Research output: Chapter in Book/Conference paperConference paper

Power Optimization in Multipliers Using Multi-Precision Combined with Voltage Scaling Techniques

Zhang, X., Bermak, A. & Boussaid, F., 2009, Proceedings of the First Asis Symposium on Quality Electronic Design ASQED 2009. Wesling, P. (ed.). Kuala Lumpur, Malaysia ed. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD. p. 79-82

Research output: Chapter in Book/Conference paperConference paper

2008
2 Citations (Scopus)

A 4×4 Tin Oxide Gas Sensor Array based on Spike Sequence Matching

Ng, K., Guo, B., Martinez, D., Boussaid, F. & Bermak, A., 2008, 2008 International Conference on Signals, Circuits and Systems. Hammamet, Tunisia ed. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD ROM. p. 1-5

Research output: Chapter in Book/Conference paperConference paper