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

    6009 Perth

    Australia

  • 2010 Citations
  • 19 h-Index
1992 …2019
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Research Output 1992 2019

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Chapter
2019

Deep learning for scene understanding

Nadeem, U., Shah, S. A. A., Sohel, F., Togneri, R. & Bennamoun, M., 19 Mar 2019, Handbook of deep learning applications. Balas, V. E., Roy, S. S., Sharma, D. & Samui, P. (eds.). Cham: Springer, p. 21-51 27 p. (Smart Innovation, Systems and Technologies; vol. 136).

Research output: Chapter in Book/Conference paperChapter

Computer vision
Neural networks
Network architecture
Hardware
Deep learning
2017

Deep neural networks for mobile person recognition with audio-visual signals

Alam, M., Bennamoun, M., Togneri, R. & Sohel, F., Sep 2017, Mobile Biometrics. Guo, G. & Wechsler, H. (eds.). London: The Institution of Engineering and Technology, p. 97-129 (IET Book Series on Advances in Biometrics).

Research output: Chapter in Book/Conference paperChapter

Biometrics
Face recognition
Mobile phones
Deep neural networks
2016
1 Citation (Scopus)

Visual Speech Feature Representations: Recent Advances

Sui, C., Bennamoun, M. & Togneri, R., 2016, Advances in Face Detection and Facial Image Analysis. Kawulok, M., Celebi, E. & Smolka, B. (eds.). USA: Springer US, p. 377-396 20 p.

Research output: Chapter in Book/Conference paperChapter

2012

Advancements in the Time-Frequency Approach to Multichannel Blind Source Separation

Jafari, I., Togneri, R. & Nordholm, S., 2012, Independent Component Analysis for Audio and Biosignal Applications. Naik, G. R. (ed.). Croatia: InTech, p. 271-296

Research output: Chapter in Book/Conference paperChapter

2011

Evidence Modelling for Missing Data Speech Recognition using Small Microphone Arrays

Kuhne, M., Togneri, R. & Nordholm, S., 2011, Robust Speech Recognition of Uncertain or Missing Data. Kolossa, D. & Haeb-Umbach, R. (eds.). 1 ed. Berlin, Germany: Springer, p. 293-318

Research output: Chapter in Book/Conference paperChapter

Sparse Representation for View - Based Face Recognition

Naseem, I., Togneri, R. & Bennamoun, M., 2011, Advances in Face Image Analysis: Techniques and Technologies. Zhang, Y-J. (ed.). United States: IGI Global, p. 164-177

Research output: Chapter in Book/Conference paperChapter

2010

Perceptual Features for Robust Speech Recognition

Haque, S. & Togneri, R., 2010, Deafness, Hearing Loss and the Auditory System. Fiedler, D. & Krause, R. (eds.). New York, USA: Nova Science Publishers, p. 333-372 (Otolaryngology Research Advances).

Research output: Chapter in Book/Conference paperChapter