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1

Underwater target classification at greater depths using deep neural network with joint multiple-domain feature

Cao, Xu, Zhang, Xiaomin, Togneri, Roberto, Yu, Yang

Journal:

IET Radar Sonar & Navigation

Year:

2019

Language:

english

File:

PDF, 356 KB

english, 2019

2

Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images

Khan, Salman H., Bennamoun, Mohammed, Sohel, Ferdous, Togneri, Roberto, Naseem, Imran

Journal:

International Journal of Computer Vision

Year:

2016

Language:

english

File:

PDF, 2.47 MB

english, 2016

3

Parallel program analysis on workstation clusters: Memory utilisation and load balancing

Togneri, Roberto

Journal:

Concurrency Practice and Experience

Year:

1998

Language:

english

File:

PDF, 159 KB

english, 1998

4

[Studies in Computational Intelligence] Neural Representations of Natural Language Volume 783 || Word Representations

White, Lyndon, Togneri, Roberto, Liu, Wei, Bennamoun, Mohammed

Year:

2019

Language:

english

File:

PDF, 981 KB

english, 2019

5

A Primer on Deep Learning Architectures and Applications in Speech Processing

Ogunfunmi, Tokunbo, Ramachandran, Ravi Prakash, Togneri, Roberto, Zhao, Yuanjun, Xia, Xianjun

Journal:

Circuits, Systems, and Signal Processing

Year:

2019

Language:

english

File:

PDF, 1.34 MB

english, 2019

6

Sound Event Detection Using Multiple Optimized Kernels

Xia, Xianjun, Togneri, Roberto, Sohel, Ferdous, Zhao, Yuanjun, Huang, Defeng

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2020

File:

PDF, 2.39 MB

2020

7

Robust regression for face recognition

Imran Naseem, Roberto Togneri, Mohammed Bennamoun

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 1.43 MB

english, 2012

8

Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling

Huda, Shamsul, Yearwood, John, Togneri, Roberto

Journal:

IEEE Transactions on Cybernetics

Year:

2014

Language:

english

File:

PDF, 13.06 MB

english, 2014

9

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - Robust Regression for Face Recognition

Naseem, Imran, Togneri, Roberto, Bennamoun, Mohammed

Year:

2010

Language:

english

File:

PDF, 468 KB

english, 2010

10

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - A psychoacoustic spectral subtraction method for noise suppression in automatic speech recognition

Haque, Serajul, Togneri, Roberto

Year:

2010

Language:

english

File:

PDF, 170 KB

english, 2010

11

Speech and Audio Processing for Coding, Enhancement and Recognition || Speaker Diarization: An Emerging Research

Ogunfunmi, Tokunbo, Togneri, Roberto, Narasimha, Madihally

Year:

2015

Language:

english

File:

PDF, 779 KB

english, 2015

12

Identifying effective interpretation methods for magnetic data by profiling and analyzing human data interactions

Sivarajah, Yathunanthan, Holden, Eun-Jung, Togneri, Roberto, Dentith, Michael

Journal:

Year:

2013

Language:

english

File:

PDF, 8.49 MB

english, 2013

13

A Novel Adaptive Kernel for the RBF Neural Networks

Khan, Shujaat, Naseem, Imran, Togneri, Roberto, Bennamoun, Mohammed

Journal:

Circuits, Systems, and Signal Processing

Year:

2017

Language:

english

File:

PDF, 1.41 MB

english, 2017

14

Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features

Xia, Xianjun, Togneri, Roberto, Sohel, Ferdous, Huang, David

Journal:

Pattern Recognition

Year:

2018

Language:

english

File:

PDF, 1.35 MB

english, 2018

15

A New Proof of a Contrast Function for Bounded Component Analysis and Further Analysis

Gao, Wei, Fan, Shen, Togneri, Roberto, Sreeram, Victor

Journal:

Computer Speech & Language

Year:

2018

Language:

english

File:

PDF, 1.00 MB

english, 2018

16

The most discriminant subbands for face recognition: A novel information-theoretic framework

Alim, Affan, Naseem, Imran, Togneri, Roberto, Bennamoun, Mohammed

Journal:

International Journal of Wavelets Multiresolution and Information Processing

Year:

2018

Language:

english

File:

PDF, 1.01 MB

english, 2018

17

[Studies in Computational Intelligence] Neural Representations of Natural Language Volume 783 ||

White, Lyndon, Togneri, Roberto, Liu, Wei, Bennamoun, Mohammed

Year:

2019

Language:

english

File:

PDF, 4.02 MB

english, 2019

18

Auxiliary Classifier Generative Adversarial Network with Soft Labels in Imbalanced Acoustic Event Detection

Xia, Xianjun, Togneri, Roberto, Sohel, Ferdous, Huang, David

Journal:

IEEE Transactions on Multimedia

Year:

2018

Language:

english

File:

PDF, 23.74 MB

english, 2018

19

Enhanced q-least Mean Square

Sadiq, Alishba, Khan, Shujaat, Naseem, Imran, Togneri, Roberto, Bennamoun, Mohammed

Journal:

Circuits, Systems, and Signal Processing

Year:

2019

Language:

english

File:

PDF, 3.68 MB

english, 2019

20

Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing

Ogunfunmi, Tokunbo, Ramachandran, Ravi P., Togneri, Roberto, Smolenski, Brett, Berisha, Visar

Journal:

Circuits, Systems, and Signal Processing

Year:

2019

Language:

english

File:

PDF, 529 KB

english, 2019

21

[IEEE 2019 Digital Image Computing: Techniques and Applications (DICTA) - Perth, Australia (2019.12.2-2019.12.4)] 2019 Digital Image Computing: Techniques and Applications (DICTA) - Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images

Nadeem, Uzair, Bennamoun, Mohammed, Sohel, Ferdous, Togneri, Roberto

Year:

2019

Language:

english

File:

PDF, 7.91 MB

english, 2019

22

Towards Understanding and Improving Geoscientific Data Interpretation

Sivarajah, Yathunanthan, Holden, Eun-Jung, Togneri, Roberto, Dentith, Mike

Journal:

ASEG Extended Abstracts

Year:

2013

Language:

english

File:

PDF, 498 KB

english, 2013

23

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - A Differential Approach for Rain Field Tomographic Reconstruction Using Microwave Signals from Leo Satellites

Shen, Xi, Huang, Defeng David, Vincent, Claire, Wang, Wenxiao, Togneri, Roberto

Year:

2020

File:

PDF, 1.26 MB

2020

24

Replay anti-spoofing countermeasure based on data augmentation with post selection

Zhao, Yuanjun, Togneri, Roberto, Sreeram, Victor

Journal:

Computer Speech & Language

Year:

2020

File:

PDF, 2.35 MB

2020

25

Retrieval of Cloud Liquid Water Using Microwave Signals from LEO Satellites: A Feasibility Study through Simulations

Shen, Xi, Huang, Defeng David, Wang, Wenxiao, Prein, Andreas F., Togneri, Roberto

Journal:

Year:

2020

File:

PDF, 3.81 MB

2020

26

Kohonen's algorithm for the numerical parametrisation of manifolds

Michael Alder, Roberto Togneri, Edmund Lai, Yianni Attikiouzel

Journal:

Pattern Recognition Letters

Year:

1990

Language:

english

File:

PDF, 557 KB

english, 1990

27

A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model

Shamsul Huda, John Yearwood, Roberto Togneri

Journal:

Pattern Recognition Letters

Year:

2009

Language:

english

File:

PDF, 379 KB

english, 2009

28

A novel fuzzy clustering algorithm using observation weighting and context information for reverberant blind speech separation

Marco Kühne, Roberto Togneri, Sven Nordholm

Journal:

Signal Processing

Year:

2010

Language:

english

File:

PDF, 1.25 MB

english, 2010

29

A state-space model with neural-network prediction for recovering vocal tract resonances in fluent speech from Mel-cepstral coefficients

Roberto Togneri, Li Deng

Journal:

Speech Communication

Year:

2006

Language:

english

File:

PDF, 2.06 MB

english, 2006

30

Parameter estimation of a target-directed dynamic system model with switching states

Roberto Togneri, Jeff Ma, Li Deng

Journal:

Signal Processing

Year:

2001

Language:

english

File:

PDF, 205 KB

english, 2001

31

Inverse synthetic aperture radar imaging based on sparse signal processing

Fei Zou, Xiang Li, Roberto Togneri

Journal:

Journal of Central South University

Year:

2011

Language:

english

File:

PDF, 709 KB

english, 2011

32

Perceptual features for automatic speech recognition in noisy environments

Serajul Haque, Roberto Togneri, Anthony Zaknich

Journal:

Speech Communication

Year:

2009

Language:

english

File:

PDF, 608 KB

english, 2009

33

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Robust speaker identification using combined feature selection and missing data recognition

Pullella, Daniel, Kuhne, Marco, Togneri, Roberto

Year:

2008

Language:

english

File:

PDF, 172 KB

english, 2008

34

[IEEE 2007 International Symposium on Communications and Information Technologies - Sydney, Australia (2007.10.17-2007.10.19)] 2007 International Symposium on Communications and Information Technologies - Speech enhancement of non-stationary noise based on controlled forward moving average

Farrokhi, Dariush, Togneri, Roberto, Zaknich, Anthony

Year:

2007

File:

PDF, 254 KB

2007

35

Quantifying target spotting performances with complex geoscientific imagery using ERP P300 responses

Sivarajah, Yathunanthan, Holden, Eun-Jung, Togneri, Roberto, Price, Greg, Tan, Tele

Journal:

International Journal of Human-Computer Studies

Year:

2014

Language:

english

File:

PDF, 3.05 MB

english, 2014

36

Speech enhancement strategy for speech recognition microcontroller under noisy environments

Yan Chan, Kit, Nordholm, Sven, Yiu, Ka Fai Cedric, Togneri, Roberto

Journal:

Year:

2013

Language:

english

File:

PDF, 877 KB

english, 2013

37

[IEEE 2013 IEEE Workshop on Applications of Computer Vision (WACV) - Clearwater Beach, FL, USA (2013.01.15-2013.01.17)] 2013 IEEE Workshop on Applications of Computer Vision (WACV) - A lip extraction algorithm using region-based ACM with automatic contour initialization

Sui, Chao, Bennamoun, Mohammed, Togneri, Roberto, Haque, Serajul

Year:

2013

Language:

english

File:

PDF, 197 KB

english, 2013

38

[IEEE 2013 3rd Australian Control Conference (AUCC) - Fremantle, WA, Australia (2013.11.4-2013.11.5)] 2013 Australian Control Conference - A review on reduced order approximation for digital filters with complex coefficients using model reduction

Jazlan, Ahmad, Sreeram, Victor, Togneri, Roberto, Mousa, Wail A.

Year:

2013

Language:

english

File:

PDF, 717 KB

english, 2013

39

[IEEE 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - Honolulu, HI, USA (2007.04.15-2007.04.20)] 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - Mel-Spectrographic Mask Estimation for Missing Data Speech Recognition using Short-Time-Fourier-Transform Ratio Estimators

Kuhne, Marco, Togneri, Roberto, Nordholm, Sven

Year:

2007

Language:

english

File:

PDF, 4.85 MB

english, 2007

40

[IEEE 2008 9th International Conference on Signal Processing (ICSP 2008) - Beijing, China (2008.10.26-2008.10.29)] 2008 9th International Conference on Signal Processing - Single channel speech enhancement using a 9 Dimensional Noise Estimation algorithm and Controlled Forward March Averaging

Farrokhi, Dariush, Togneri, Roberto, Zaknich, Anthony

Year:

2008

Language:

english

File:

PDF, 239 KB

english, 2008

41

A confidence-based late fusion framework for audio-visual biometric identification

Alam, Mohammad Rafiqul, Bennamoun, Mohammed, Togneri, Roberto, Sohel, Ferdous

Journal:

Pattern Recognition Letters

Year:

2015

Language:

english

File:

PDF, 1.04 MB

english, 2015

42

[IEEE 2014 IEEE Statistical Signal Processing Workshop (SSP) - Gold Coast, Australia (2014.6.29-2014.7.2)] 2014 IEEE Workshop on Statistical Signal Processing (SSP) - Time-frequency clustering with weighted and contextual information for convolutive blind source separation

Jafari, Ingrid, Atcheson, Matt, Togneri, Roberto, Nordholm, Sven

Year:

2014

Language:

english

File:

PDF, 254 KB

english, 2014

43

Robust Source Localization in Reverberant Environments Based on Weighted Fuzzy Clustering

Kuhne, Marco, Togneri, Roberto, Nordholm, Sven

Journal:

IEEE Signal Processing Letters

Year:

2009

Language:

english

File:

PDF, 480 KB

english, 2009

44

[IEEE 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - Honolulu, HI, USA (2007.04.15-2007.04.20)] 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - A Temporal Auditory Model with Adaptation for Automatic Speech Recognition

Haque, Serajul, Togneri, Roberto, Zaknich, Anthony

Year:

2007

Language:

english

File:

PDF, 4.59 MB

english, 2007

45

[IEEE 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Columbus, OH, USA (2014.6.23-2014.6.28)] 2014 IEEE Conference on Computer Vision and Pattern Recognition - Automatic Feature Learning for Robust Shadow Detection

Khan, Salman Hameed, Bennamoun, Mohammed, Sohel, Ferdous, Togneri, Roberto

Year:

2014

Language:

english

File:

PDF, 876 KB

english, 2014

46

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Speaker verification using sparse representation classification

Kua, Jia Min Karen, Ambikairajah, Eliathamby, Epps, Julien, Togneri, Roberto

Year:

2011

Language:

english

File:

PDF, 261 KB

english, 2011

47

[IEEE 2013 3rd Australian Control Conference (AUCC) - Fremantle, WA, Australia (2013.11.4-2013.11.5)] 2013 Australian Control Conference - A frequency limited model reduction technique for linear discrete systems

Du, Xin, Jazlan, Ahmad, Sreeram, Victor, Togneri, Roberto, Ghafoor, Abdul, Sahlan, Shafishuhaza

Year:

2013

Language:

english

File:

PDF, 329 KB

english, 2013

48

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - On the use of contextual time-frequency information for full-band clustering-based convolutive blind source separation

Atcheson, Matt, Jafari, Ingrid, Togneri, Roberto, Nordholm, Sven

Year:

2014

Language:

english

File:

PDF, 266 KB

english, 2014

49

[IEEE 2012 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Fremantle, Australia (2012.12.3-2012.12.5)] 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA) - Studying the Impact of Feature Saliency for Geoscientific Target Detection Using Electroencephalography (EEG)

Sivarajah, Yathunanthan, Holden, Eun-Jung, Togneri, Roberto, Tan, Tele, Price, Greg, Kovesi, Peter

Year:

2012

Language:

english

File:

PDF, 1.21 MB

english, 2012

50

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - Sparse Representation for Speaker Identification

Naseem, Imran, Togneri, Roberto, Bennamoun, Mohammed

Year:

2010

Language:

english

File:

PDF, 400 KB

english, 2010