Mohammed Bennamoun
发表
Faisal R. Al-Osaimi,
Mohammed Bennamoun,
Ajmal S. Mian,
2007,
2007 9th International Symposium on Signal Processing and Its Applications.
Mohammed Bennamoun,
G. J. Mamic,
2002
.
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
2005,
BMVC.
Taimur Hassan,
Mohammed Bennamoun,
Samet Akcay,
2020,
ArXiv.
Mohammed Bennamoun,
Wilson Wong,
Wei Liu,
2008,
ArXiv.
Mohammed Bennamoun,
G. J. Mamic,
Bennamoun,
2012,
Advances in Pattern Recognition.
Mohammed Bennamoun,
Hamid Laga,
Isaac Ronald Ward,
2019,
RGB-D Image Analysis and Processing.
Mohammed Bennamoun,
Huiying Hu,
Syed Afaq Ali Shah,
2017,
TENCON 2017 - 2017 IEEE Region 10 Conference.
Mohammed Bennamoun,
Lyndon White,
Roberto Togneri,
2019,
Journal of Open Research Software.
Robert B. Fisher,
Mohammed Bennamoun,
Farid Boussaid,
2019
.
Mohammed Bennamoun,
Hongchuan Yu,
2005,
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005..
Boualem Boashash,
Mohammed Bennamoun,
1997,
IEEE Trans. Syst. Man Cybern. Part B.
Mohammed Bennamoun,
Farid Boussaïd,
Senjian An,
2017,
2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Mohammed Bennamoun,
Adriana Bodnarova,
Shane J. Latham,
2002,
Pattern Recognit..
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
2010,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Jiankun Hu,
B. V. K. Vijaya Kumar,
Mohammed Bennamoun,
2011,
Secur. Commun. Networks.
Mohammed Bennamoun,
Clinton Fookes,
C. Fookes,
2002
.
Mohammed Bennamoun,
Ajmal Mian,
Robyn Owens,
2006
.
Mohammed Bennamoun,
Hocine Cherifi,
M. El Hassouni,
2005
.
Mohammed Bennamoun,
G. J. Mamic,
2002
.
Peter I. Corke,
Mohammed Bennamoun,
Jasmine Banks,
1999,
Digit. Signal Process..
Jiankun Hu,
Mohammed Bennamoun,
Song Wang,
2013,
2013 6th International Congress on Image and Signal Processing (CISP).
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
2017,
Comput. Electr. Eng..
Mohammed Bennamoun,
George J. Mamic,
Bennamoun,
2002,
Advances in Pattern Recognition.
John A. Williams,
Mohammed Bennamoun,
Suhail Mahadevan,
2001,
2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).
Juan Song,
Liang Zhang,
Mohammed Bennamoun,
2017,
IET Image Process..
Mohammed Bennamoun,
George J. Mamic,
Bennamoun,
2002,
Digit. Signal Process..
Mohammed Bennamoun,
Yulan Guo,
Munawar Hayat,
2014,
Pattern Recognit..
Boualem Boashash,
Mohammed Bennamoun,
1997
.
Wei Liu,
Mohammed Bennamoun,
Wilson Wong,
2009
.
Mohammed Bennamoun,
Karl Lyons,
Jaafar Abduo,
2014,
International journal of dentistry.
Mohammed Bennamoun,
Wilson Wong,
Wei Liu,
2006,
AusDM.
Mohammed Bennamoun,
Bennamoun,
1994,
Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
2010,
2010 20th International Conference on Pattern Recognition.
Mohammed Bennamoun,
Du Q. Huynh,
Suman Sedai,
2013,
IEEE Transactions on Image Processing.
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
2005,
2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops.
Mohammed Bennamoun,
Clinton Fookes,
C. Fookes,
2000
.
Mohammed Bennamoun,
Farid Boussaïd,
Syed Afaq Ali Shah,
2017,
Pattern Recognit..
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
2006,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Mohammed Bennamoun,
Farid Boussaid,
Senjian An,
2018,
IEEE Transactions on Multimedia.
Juan Song,
Liang Zhang,
Mohammed Bennamoun,
2018,
Future Gener. Comput. Syst..
Mohammed Bennamoun,
Du Q. Huynh,
D. Deluca-Cardillo,
2007
.
Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey
pdf
Md. Moniruzzaman,
Mohammed Bennamoun,
Syed Mohammed Shamsul Islam,
2019,
ArXiv.
Mohammed Bennamoun,
Du Q. Huynh,
Suman Sedai,
2009,
2009 Digital Image Computing: Techniques and Applications.
Mohammed Bennamoun,
Robyn A. Owens,
Du Q. Huynh,
2010,
2010 IEEE International Conference on Image Processing.
John A. Williams,
Mohammed Bennamoun,
2000,
Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).
Mohammed Bennamoun,
Syed Afaq Ali Shah,
Naveed Akhtar,
2020,
2020 IEEE International Conference on Image Processing (ICIP).
Mohammed Bennamoun,
Yuk Ying Chung,
Man To Wong,
1998,
SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).
Mohammed Bennamoun,
Robyn A. Owens,
Rowan Davies,
2012,
CSUR.
Mohammed Bennamoun,
Ajmal S. Mian,
Rowan Davies,
2009,
ICIAR.
Mohammed Bennamoun,
Du Q. Huynh,
Suman Sedai,
2013,
Pattern Recognit..
Mohammed Bennamoun,
Amar A. El-Sallam,
Farid Boussaïd,
2013,
2013 IEEE International Conference on Image Processing.
Mohammed Bennamoun,
Ferdous Ahmed Sohel,
Umar Asif,
2014,
ECCV.
Mohammed Bennamoun,
Wilson Wong,
Du Q. Huynh,
2011,
2011 6th IEEE Conference on Industrial Electronics and Applications.
Wei Liu,
Mohammed Bennamoun,
Wilson Wong,
2011
.
Mohammed Bennamoun,
Roberto Togneri,
Chao Sui,
2015,
2015 IEEE International Conference on Computer Vision (ICCV).
Mohammed Bennamoun,
Amar A. El-Sallam,
Munawar Hayat,
2012,
Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).
Luigi Barone,
Mohammed Bennamoun,
Tim French,
2010,
GECCO '10.
Mohammed Bennamoun,
Wei Liu,
Wilson Wong,
2009
.
Mohammed Bennamoun,
Roberto Togneri,
Wei Liu,
2017,
ArXiv.
Mohammed Bennamoun,
Hamid Laga,
Farid Boussaïd,
2020,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Mohammed Bennamoun,
Hamid Laga,
Ferdous Sohel,
2019,
ICONIP.
Mohammed Bennamoun,
Ferdous Sohel,
Umar Asif,
2013,
2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA).
Mohammed Bennamoun,
George J. Mamic,
Bennamoun,
2001,
Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).
Mohammed Bennamoun,
Farid Boussaid,
Ferdous Sohel,
2020,
IEEE Transactions on Image Processing.
Mohammed Bennamoun,
Syed Afaq Ali Shah,
Michael K. Molton,
2019,
IEEE Access.
Mohammed Bennamoun,
Kurt Kubik,
Adriana Bodnarova,
1997,
TENCON '97 Brisbane - Australia. Proceedings of IEEE TENCON '97. IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications (Cat. No.97CH36162).
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
2009,
ICB.
Mohammed Bennamoun,
Roberto Togneri,
Ferdous Ahmed Sohel,
2015,
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society.
Mohammed Bennamoun,
Senjian An,
Munawar Hayat,
2015,
IEEE Transactions on Image Processing.
Mohammed Bennamoun,
Farid Boussaïd,
Syed Afaq Ali Shah,
2016,
Neurocomputing.
Mohammed Bennamoun,
Senjian An,
Munawar Hayat,
2015,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Mohammed Bennamoun,
Syed Afaq Ali Shah,
Wei Liu,
2020,
Learning and Analytics in Intelligent Systems.
Faisal R. Al-Osaimi,
Mohammed Bennamoun,
Ajmal S. Mian,
2011,
Machine Vision and Applications.
Mohammed Bennamoun,
Kurt Kubik,
Adriana Bodnarova,
2000,
Pattern Analysis & Applications.
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
2017,
2017 IEEE 13th International Colloquium on Signal Processing & its Applications (CSPA).
Mohammed Bennamoun,
Farid Boussaïd,
Ferdous Sohel,
2018,
ACCV.
Imputation of Missing Data with Class Imbalance using Conditional Generative Adversarial Networks
pdf
Mohammed Bennamoun,
Ferdous Sohel,
Saqib Ejaz Awan,
2020,
Neurocomputing.
Neil W. Bergmann,
Mohammed Bennamoun,
A. Cheung,
2001,
Pattern Recognit..
Luigi Barone,
Mohammed Bennamoun,
Tim French,
2012,
Evol. Intell..
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
2019,
Circuits Syst. Signal Process..
Mohammed Bennamoun,
Ahmed Al-Ani,
2004,
2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583).
Mohammed Bennamoun,
Wei Liu,
Lyndon White,
2016,
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW).
Mohammed Bennamoun,
Syed Afaq Ali Shah,
Ping Li,
2020,
Multimedia Tools and Applications.
Mohammed Bennamoun,
Farid Boussaïd,
S. Elaiwat,
2016,
Pattern Recognit..
Mohammed Bennamoun,
Ferdous Sohel,
Yulan Guo,
2015
.
Neil W. Bergmann,
Mohammed Bennamoun,
A. Cheung,
1998,
SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).
Mohammed Bennamoun,
Syed Afaq Ali Shah,
Michael Molton,
2018,
2018 International Conference on Image and Vision Computing New Zealand (IVCNZ).
Mohammed Bennamoun,
Wilson Wong,
Wei Liu,
2009,
Intell. Data Anal..
Mohammed Bennamoun,
Jasmine Banks,
Peter Corke,
1997
.
Mohammed Bennamoun,
Ajmal Mian,
Syed Islam,
2008
.
Mohammed Bennamoun,
Ferdous Ahmed Sohel,
Umar Asif,
2015,
2015 IEEE International Conference on Robotics and Automation (ICRA).
Hang Su,
Mohammed Bennamoun,
Shervin Minaee,
2019,
ArXiv.
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
2017,
2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN).
Mohammed Bennamoun,
Hang Lei,
Ferdous Ahmed Sohel,
2017,
Neurocomputing.
Mohammed Bennamoun,
Hang Lei,
Xupeng Wang,
2020,
J. Circuits Syst. Comput..
Mohammed Bennamoun,
F. Sanfilippo,
Saqib Ejaz Awan,
2017
.
John A. Williams,
Mohammed Bennamoun,
2001,
Comput. Vis. Image Underst..
Mohammed Bennamoun,
Senjian An,
Hossein Rahmani,
2019,
Handbook of Deep Learning Applications.
Mohammed Bennamoun,
Shuai Zhang,
Peiyi Shen,
2019,
ICMR.
Luigi Barone,
Mohammed Bennamoun,
Tim French,
2010,
GECCO '10.
Liang Zhang,
Lu Yang,
Mohammed Bennamoun,
2020,
IEEE Transactions on Neural Networks and Learning Systems.
Mohammed Bennamoun,
G. J. Mamic,
2002
.
Mohammed Bennamoun,
John Williams,
Birgit Planitz,
2002
.
Jiankun Hu,
Ian R. Petersen,
Mohammed Bennamoun,
2016,
Concurr. Comput. Pract. Exp..
Mohammed Bennamoun,
Roberto Togneri,
Ferdous Ahmed Sohel,
2014,
2014 IEEE Conference on Computer Vision and Pattern Recognition.
Jian Zhang,
Mohammed Bennamoun,
Senjian An,
2016,
OCEANS 2016 MTS/IEEE Monterey.
Mohammed Bennamoun,
Roberto Togneri,
Rudi Primorac,
2016,
2016 23rd International Conference on Pattern Recognition (ICPR).
Mohammed Bennamoun,
Roberto Togneri,
Wei Liu,
2018,
Studies in Computational Intelligence.
Mohammed Bennamoun,
Farid Boussaid,
Jun Liu,
2018
.
Yan Wang,
Mohammed Bennamoun,
Li Liu,
2016,
Pattern Recognit. Lett..
Mohammed Bennamoun,
Roberto Togneri,
Fatih Murat Porikli,
2016,
IJCAI.
Mohammed Bennamoun,
Kurt Kubik,
Adriana Bodnarova,
1998,
SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).
Mohammed Bennamoun,
Min Lu,
Yulan Guo,
2013,
International Journal of Computer Vision.
Robert B. Fisher,
Mohammed Bennamoun,
Farid Boussaïd,
2016,
2016 IEEE International Conference on Image Processing (ICIP).
Mohammed Bennamoun,
Roberto Togneri,
Wei Liu,
2018,
Neural Representations of Natural Language.
Neil W. Bergmann,
Mohammed Bennamoun,
Yuk Ying Chung,
1998,
SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).
Taimur Hassan,
Mohammed Bennamoun,
Naoufel Werghi,
2020,
Sensors.
Mohammed Bennamoun,
Ajmal Mian,
Robyn Owens,
2005
.
Zhiyong Xu,
Mohammed Bennamoun,
Xiaoming Peng,
2015
.
Mohammed Bennamoun,
Peiyi Shen,
Guangming Zhu,
2018,
NeurIPS.
Mohammed Bennamoun,
Bennamoun,
2013,
WACV.
Mohammed Bennamoun,
Amar A. El-Sallam,
Yinjie Lei,
2012,
IVCNZ '12.
Mohammed Bennamoun,
Wei Liu,
Syed Afaq Ali Shah,
2020,
2020 Digital Image Computing: Techniques and Applications (DICTA).
Juan Song,
Mohammed Bennamoun,
Peiyi Shen,
2018,
2018 24th International Conference on Pattern Recognition (ICPR).
Mohammed Bennamoun,
Syed Afaq Ali Shah,
Michael Molton,
2018,
2018 International Conference on Image and Vision Computing New Zealand (IVCNZ).
Boualem Boashash,
Mohammed Bennamoun,
B. Boashash,
1997
.
Mohammed Bennamoun,
Roberto Togneri,
Ferdous Ahmed Sohel,
2015,
Pattern Recognit. Lett..
Mohammed Bennamoun,
George J. Mamic,
Bennamoun,
2000,
Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.
Mohammed Bennamoun,
Hamid Laga,
Farid Boussaid,
2020,
ArXiv.
Peter I. Corke,
Mohammed Bennamoun,
Jasmine Banks,
1998,
IVCNZ.
Mohammed Bennamoun,
Amar A. El-Sallam,
Munawar Hayat,
2012,
2012 12th International Conference on Control Automation Robotics & Vision (ICARCV).
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
2006,
ECCV.
Mohammed Bennamoun,
D. R. Iskander,
D. Robert Iskander,
1999,
ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications (IEEE Cat. No.99EX359).
Juan Song,
Mohammed Bennamoun,
Liang Zhang,
2018,
IEEE Access.
Mohammed Bennamoun,
Umar Asif,
Ferdous A. Sohel,
2018,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Faisal R. Al-Osaimi,
Mohammed Bennamoun,
Ajmal S. Mian,
2008,
Pattern Recognit..
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
2009,
2009 16th IEEE International Conference on Image Processing (ICIP).
Jiankun Hu,
Ian R. Petersen,
Mohammed Bennamoun,
2014,
2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).
Mohammed Bennamoun,
Hongchuan Yu,
2005,
CAIP.
Mohammed Bennamoun,
Min Lu,
Yulan Guo,
2015,
IEEE Transactions on Instrumentation and Measurement.
Wei Liu,
Mohammed Bennamoun,
Wilson Wong,
2007
.
On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries
pdf
Mohammed Bennamoun,
Farid Boussaïd,
Senjian An,
2017,
ArXiv.
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
2004,
Proceedings Theory and Practice of Computer Graphics, 2004..
Mohammed Bennamoun,
Hongchuan Yu,
2018
.
Mohammed Bennamoun,
Pi-chi Chou,
2000,
Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.
Mohammed Bennamoun,
Adriana Bodnarova,
Shane Latham,
1999,
Optics East.
Mohammed Bennamoun,
Jasmine Banks,
2001,
IEEE Trans. Syst. Man Cybern. Part B.
Mohammed Bennamoun,
Roberto Togneri,
Syed Afaq Ali Shah,
2017,
2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
Mohammed Bennamoun,
Isaac Ronald Ward,
M. A. Asim K. Jalwana,
2019,
PSIVT Workshops.
Mohammed Bennamoun,
Amar A. El-Sallam,
Farid Boussaïd,
2015,
Pattern Recognit..
Juan Song,
Mohammed Bennamoun,
Peiyi Shen,
2019,
IEEE Transactions on Multimedia.
Mohammed Bennamoun,
J. D. Roberts,
E. J. S. Fox,
2006,
INTERSPEECH.
Mohammed Bennamoun,
Ferdous Ahmed Sohel,
2009,
2009 Fifth International Conference on Signal Image Technology and Internet Based Systems.
Liang Zhang,
Mohammed Bennamoun,
Ping Li,
2020,
IEEE Transactions on Medical Imaging.
Mohammed Bennamoun,
Roberto Togneri,
Chao Sui,
2016
.
Mohammed Bennamoun,
Farid Boussaïd,
Senjian An,
2016,
ECCV Workshops.
Jiankun Hu,
Ian R. Petersen,
Mohammed Bennamoun,
2013,
NSS.
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
2007,
International Journal of Computer Vision.
Mohammed Bennamoun,
Pi-chi Chou,
Espen Norheim,
2000,
Visual Communications and Image Processing.
Robert B. Fisher,
Mohammed Bennamoun,
Farid Boussaïd,
2019,
ArXiv.
Mohammed Bennamoun,
Senjian An,
Munawar Hayat,
2014,
2014 IEEE Conference on Computer Vision and Pattern Recognition.
Mohammed Bennamoun,
Farid Boussaïd,
S. Elaiwat,
2016,
Neurocomputing.
Mohammed Bennamoun,
Yihui Lu,
Kurt Kubik,
1998,
Defense, Security, and Sensing.
Mohammed Bennamoun,
Wilson Wong,
Wei Liu,
2007,
AusDM.
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
2007,
ICB.
Mohammed Bennamoun,
Ferdous Sohel,
Roberto Togneri,
2019,
2019 Digital Image Computing: Techniques and Applications (DICTA).
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
2006,
Third International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT'06).
Mohammed Bennamoun,
Adriana Bodnarova,
1998,
SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).
Mohammed Bennamoun,
Roberto Togneri,
Wei Liu,
2018,
ACL.
Mohammed Bennamoun,
Farid Boussaid,
Ammar Mahmood,
2017
.
Mohammed Bennamoun,
Ming Cheng,
Cheng Wang,
2019,
Neurocomputing.
Mohammed Bennamoun,
Brian Blanksby,
Nat Benjanuvatra,
2012
.
Mohammed Bennamoun,
Roberto Togneri,
Wei Liu,
2016,
CICLing.
Mohammed Bennamoun,
George J. Mamic,
Bennamoun,
2004,
Int. J. Image Graph..
Mohammed Bennamoun,
Amar A. El-Sallam,
Ferdous Ahmed Sohel,
2013,
2013 IEEE Workshop on Applications of Computer Vision (WACV).
Mohammed Bennamoun,
Ferdous Ahmed Sohel,
Umar Asif,
2015,
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
Mohammed Bennamoun,
Syed Afaq Ali Shah,
Wei Liu,
2020,
2020 35th International Conference on Image and Vision Computing New Zealand (IVCNZ).
Mohammed Bennamoun,
Farid Boussaïd,
Ferdous Sohel,
2018,
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Jiankun Hu,
Ian R. Petersen,
Mohammed Bennamoun,
2014,
NSS.
Mohammed Bennamoun,
Ferdous Sohel,
Doina Olaru,
2019,
J. Artif. Soc. Soc. Simul..
Mohammed Bennamoun,
Roberto Togneri,
Ferdous Ahmed Sohel,
2015,
PSIVT.
Mohammed Bennamoun,
Jian Zhang,
Senjian An,
2017
.
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
2005,
International Journal of Computer Vision.
Mohammed Bennamoun,
Farid Boussaid,
Senjian An,
2018,
IEEE Access.
Mohammed Bennamoun,
Ajmal S. Mian,
Rowan Davies,
2008,
ACIVS.
Mohammed Bennamoun,
Wilson Wong,
Wei Liu,
2012,
CSUR.
John A. Williams,
Mohammed Bennamoun,
2000,
Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.
Boualem Boashash,
Mohammed Bennamoun,
J. Koo,
1995,
1995 IEEE International Conference on Systems, Man and Cybernetics. Intelligent Systems for the 21st Century.
Peng Zhang,
Jiankun Hu,
B. V. K. Vijaya Kumar,
2011,
Comput. Secur..
Mohammed Bennamoun,
Hang Lei,
Ferdous Ahmed Sohel,
2016,
2016 IEEE Winter Conference on Applications of Computer Vision (WACV).
Mohammed Bennamoun,
Farid Boussaïd,
Ferdous Sohel,
2019,
Handbook of Deep Learning Applications.
Mohammed Bennamoun,
Xiaoyuan Lu,
Syed Afaq Ali Shah,
2022,
IEEE Transactions on Systems, Man, and Cybernetics: Systems.
Mohammed Bennamoun,
Hang Lei,
Ferdous Ahmed Sohel,
2015,
2015 IEEE International Conference on Image Processing (ICIP).
Li Liu,
Mohammed Bennamoun,
Qingyong Hu,
2020,
IEEE transactions on pattern analysis and machine intelligence.
Mohammed Bennamoun,
G. J. Mamic,
2002
.
Mohammed Bennamoun,
Min Lu,
Yulan Guo,
2014,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
2016,
Circuits, Systems, and Signal Processing.
Mohammed Bennamoun,
Roberto Togneri,
Syed Afaq Ali Shah,
2018,
Inf. Sci..
Mohammed Bennamoun,
Wilson Wong,
Wei Liu,
2008,
ArXiv.
Mohammed Bennamoun,
Jaafar Abduo,
Bennamoun,
2013,
The American journal of forensic medicine and pathology.
Mohammed Bennamoun,
Hang Lei,
Ferdous Ahmed Sohel,
2015,
PSIVT.
Mohammed Bennamoun,
Adriana Bodnarova,
Shane J. Latham,
2000,
2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).
Mohammed Bennamoun,
Roberto Togneri,
Ferdous Ahmed Sohel,
2016,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Faisal R. Al-Osaimi,
Mohammed Bennamoun,
Ajmal S. Mian,
2007,
BMVC.
Mohammed Bennamoun,
Ajmal Mian,
Naveed Akhtar,
2020,
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
Mohammed Bennamoun,
Wei Liu,
Roberto Togneri,
2020,
ArXiv.
Zhiyong Xu,
Qian Ma,
Mohammed Bennamoun,
2015,
IEEE Transactions on Circuits and Systems for Video Technology.
Mohammed Bennamoun,
Craig A. Scanlan,
Uzair Nadeem,
2019,
Comput. Geosci..
Mohammed Bennamoun,
Roberto Togneri,
Wei Liu,
2015,
ADCS.
Faisal R. Al-Osaimi,
Mohammed Bennamoun,
Ajmal S. Mian,
2009,
International Journal of Computer Vision.
Mohammed Bennamoun,
Roberto Togneri,
Syed Afaq Ali Shah,
2018,
ArXiv.
Boualem Boashash,
Mohammed Bennamoun,
1994,
Proceedings of IEEE International Conference on Systems, Man and Cybernetics.
Taimur Hassan,
Mohammed Bennamoun,
Salman Khan,
2020,
2020 IEEE International Conference on Image Processing (ICIP).
Mohammed Bennamoun,
Roberto Togneri,
Serajul Haque,
2012
.
Mohammed Bennamoun,
Adriana Bodnarova,
Bennamoun,
2003
.
Mohammed Bennamoun,
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GRAPP/IVAPP.
Qian Ma,
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Mohammed Bennamoun,
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Andrew Lyttle,
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Dominique Estival,
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Mohammed Bennamoun,
Amar A. El-Sallam,
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2013 IEEE International Conference on Computer Vision Workshops.
Gour C. Karmakar,
Mohammed Bennamoun,
Laurence Dooley,
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IEEE Transactions on Multimedia.
Mohammed Bennamoun,
Ajmal S. Mian,
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2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583).
Mohammed Bennamoun,
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Mohammed Bennamoun,
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Boualem Boashash,
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Mohammed Bennamoun,
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2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).
Mohammed Bennamoun,
Amar A. El-Sallam,
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GRAPP/IVAPP.
Mohammed Bennamoun,
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Mohammed Bennamoun,
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2018 IEEE International Workshop on Information Forensics and Security (WIFS).
Mohammed Bennamoun,
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Liang Zhang,
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WWW.
Mohammed Bennamoun,
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2015 IEEE Winter Conference on Applications of Computer Vision.
Mohammed Bennamoun,
Roberto Togneri,
Serajul Haque,
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2013 IEEE Workshop on Applications of Computer Vision (WACV).
Jiankun Hu,
Mohammed Bennamoun,
Farid Boussaïd,
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ArXiv.
Gour C. Karmakar,
Mohammed Bennamoun,
Laurence Dooley,
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CSUR.
Mohammed Bennamoun,
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Luigi Barone,
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IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
Boualem Boashash,
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ICONIP.
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Mohammed Bennamoun,
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VISIGRAPP.
John A. Williams,
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Mohammed Bennamoun,
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International Journal of Computer Vision.
Mohammed Bennamoun,
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2011 6th IEEE Conference on Industrial Electronics and Applications.
Mohammed Bennamoun,
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IEEE Transactions on Pattern Analysis and Machine Intelligence.
Mohammed Bennamoun,
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Mohammed Bennamoun,
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Mohammed Bennamoun,
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Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).
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Roberto Togneri,
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ECCV.
Mohammed Bennamoun,
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Lyndon White,
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ACL.
Mohammed Bennamoun,
Wilson Wong,
Wei Liu,
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Australasian Conference on Artificial Intelligence.
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
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ISVC.
Mohammed Bennamoun,
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Handbook of Deep Learning Applications.
Mohammed Bennamoun,
Jasmine Banks,
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Faisal R. Al-Osaimi,
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ICB.
Boualem Boashash,
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John A. Williams,
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Comput. Math. Methods Medicine.
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Mohammed Bennamoun,
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ArXiv.
Mohammed Bennamoun,
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AusDM.
Mohammed Bennamoun,
Amar A. El-Sallam,
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2013 IEEE Workshop on Applications of Computer Vision (WACV).
Mohammed Bennamoun,
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ECCV.
Mohammed Bennamoun,
Clinton Fookes,
Arvin Lamanna,
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Mohammed Bennamoun,
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ICPRAM.
Mohammed Bennamoun,
Sebastian Kurtek,
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Mohammed Bennamoun,
Amar A. El-Sallam,
Munawar Hayat,
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2012 5th International Conference on Human System Interactions.
Mohammed Bennamoun,
Rowan Davies,
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2008,
2008 IEEE Workshop on Applications of Computer Vision.
Mohammed Bennamoun,
Farid Boussaïd,
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ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Mohammed Bennamoun,
Wei Liu,
Wilson Wong,
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Mohammed Bennamoun,
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ArXiv.
Mohammed Bennamoun,
Roberto Togneri,
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ArXiv.
Mohammed Bennamoun,
Umar Asif,
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IEEE Transactions on Robotics.
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
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Mohammed Bennamoun,
Ajmal S. Mian,
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Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..
Mohammed Bennamoun,
Munawar Hayat,
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International Journal of Computer Vision.
Mohammed Bennamoun,
Ferdous Sohel,
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International Journal of Computer Vision.
Ioan Marius Bilasco,
Mohammed Bennamoun,
Nacim Ihaddadene,
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IEEE Transactions on Image Processing.
Luigi Barone,
Mohammed Bennamoun,
Tim French,
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Mohammed Bennamoun,
Roberto Togneri,
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2010 20th International Conference on Pattern Recognition.
Mohammed Bennamoun,
Ajmal Mian,
Robyn Owens,
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Mohammed Bennamoun,
Robyn A. Owens,
Rowan Davies,
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SCSS.
Mohammed Bennamoun,
Roberto Togneri,
Wei Liu,
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Mohammed Bennamoun,
Ferdous Sohel,
Roberto Togneri,
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ArXiv.
Mohammed Bennamoun,
Hossein Rahmani,
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2017 IEEE International Conference on Computer Vision (ICCV).
Wei Liu,
Mohammed Bennamoun,
Wilson Wong,
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Wentong Cai,
Alberto Del Bimbo,
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Mohammed Bennamoun,
Amar A. El-Sallam,
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GRAPP.
Mohammed Bennamoun,
Hongchuan Yu,
2005,
ISVC.
Mohammed Bennamoun,
Farid Boussaïd,
Ferdous Sohel,
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Image Vis. Comput..
Mohammed Bennamoun,
Roberto Togneri,
Chao Sui,
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Speech Commun..
Mohammed Bennamoun,
Syed Afaq Ali Shah,
Lyndon White,
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ECCV.
John A. Williams,
Mohammed Bennamoun,
2000,
2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).
Takaaki Kuratate,
Anne Cutler,
Mohammed Bennamoun,
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Mohammed Bennamoun,
Farid Boussaïd,
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ArXiv.
Mohammed Bennamoun,
Wilson Wong,
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PAKDD.
Mohammed Bennamoun,
Hongchuan Yu,
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John Williams,
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Mohammed Bennamoun,
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2017 International Conference on Information and Communication Technology Convergence (ICTC).
Mohammed Bennamoun,
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ACCV.
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Mohammed Bennamoun,
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IEEE Transactions on Geoscience and Remote Sensing.
Ioan Marius Bilasco,
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Isaac Ronald Ward,
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Mohammed Bennamoun,
Farid Boussaïd,
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IEEE Signal Processing Letters.
Mohammed Bennamoun,
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IEEE Access.
Mohammed Bennamoun,
Xiaoming Peng,
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GRAPP.
Mohammed Bennamoun,
Roberto Togneri,
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Mohammed Bennamoun,
Farid Boussaïd,
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2015 IEEE International Conference on Computer Vision (ICCV).
Mohammed Bennamoun,
Hongchuan Yu,
Bennamoun,
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Mohammed Bennamoun,
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2017 IEEE International Conference on Image Processing (ICIP).
Mohammed Bennamoun,
Md Moniruzzaman,
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2019 Digital Image Computing: Techniques and Applications (DICTA).
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
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2005 Seventh IEEE Workshops on Applications of Computer Vision (WACV/MOTION'05) - Volume 1.
Mohammed Bennamoun,
Du Q. Huynh,
Suman Sedai,
2011,
2011 IEEE Workshop on Applications of Computer Vision (WACV).
Mohammed Bennamoun,
Yulan Guo,
Jianwei Wan,
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2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA).
Peter I. Corke,
Mohammed Bennamoun,
Jasmine Banks,
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1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).
Mohammed Bennamoun,
Amar A. El-Sallam,
Munawar Hayat,
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Neurocomputing.
Mohammed Bennamoun,
Farid Boussaïd,
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2015 International Conference on Image and Vision Computing New Zealand (IVCNZ).
Mohammed Bennamoun,
Farid Boussaïd,
Senjian An,
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ICML.
Mohammed Bennamoun,
Wilson Wong,
Wei Liu,
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ACCV.
Liang Zhang,
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Mohammed Bennamoun,
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ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Mohammed Bennamoun,
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2016 IEEE International Conference on Robotics and Automation (ICRA).
Jiankun Hu,
Ian R. Petersen,
Mohammed Bennamoun,
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Ioan Marius Bilasco,
Chabane Djeraba,
Mohammed Bennamoun,
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ArXiv.
Mohammed Bennamoun,
Adriana Bodnarova,
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Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.
Mohammed Bennamoun,
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IEEE Access.
Mohammed Bennamoun,
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Mohammed Bennamoun,
Roberto Togneri,
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2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Mohammed Bennamoun,
Hamid Laga,
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2019 Digital Image Computing: Techniques and Applications (DICTA).
Mohammed Bennamoun,
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Umar Asif,
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Auton. Robots.
Mohammed Bennamoun,
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Robert B. Fisher,
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Mohammed Bennamoun,
Roberto Togneri,
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Amine Bermak,
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Mohammed Bennamoun,
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CAIP.
Neil W. Bergmann,
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A. Cheung,
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TENCON '97 Brisbane - Australia. Proceedings of IEEE TENCON '97. IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications (Cat. No.97CH36162).
Mohammed Bennamoun,
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2021 IEEE Winter Conference on Applications of Computer Vision (WACV).
Mohammed Bennamoun,
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Mohammed Bennamoun,
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Mohammed Bennamoun,
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Int. J. Pattern Recognit. Artif. Intell..
Mohammed Bennamoun,
Roberto Togneri,
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Mohammed Bennamoun,
Du Q. Huynh,
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BMVC.
Mohammed Bennamoun,
Farid Boussaïd,
Senjian An,
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IEEE Signal Processing Letters.
Faisal R. Al-Osaimi,
Mohammed Bennamoun,
Ajmal S. Mian,
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IEEE Transactions on Image Processing.
Mohammed Bennamoun,
Min Lu,
Yulan Guo,
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2013 IEEE Workshop on Applications of Computer Vision (WACV).
Md. Moniruzzaman,
Mohammed Bennamoun,
Syed Mohammed Shamsul Islam,
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ACIVS.
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
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Pattern Recognit..
Mohammed Bennamoun,
Min Lu,
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IEEE Transactions on Multimedia.
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Taimur Hassan,
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ArXiv.
Mohammed Bennamoun,
Wilson Wong,
Wei Liu,
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Data Mining and Knowledge Discovery.
Mohammed Bennamoun,
Roberto Togneri,
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2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems (BTAS).
Mohammed Bennamoun,
Amar A. El-Sallam,
Yinjie Lei,
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Mohammed Bennamoun,
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2014 IEEE/RSJ International Conference on Intelligent Robots and Systems.
A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample
Mohammed Bennamoun,
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Munawar Hayat,
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Liang Zhang,
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Mohammed Bennamoun,
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IEEE Access.
Mohammed Bennamoun,
Du Q. Huynh,
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ICIAR.
Mohammed Bennamoun,
Farid Boussaïd,
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Neurocomputing.
Mohammed Bennamoun,
Ajmal S. Mian,
Robyn A. Owens,
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Mohammed Bennamoun,
Roberto Togneri,
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IEEE Transactions on Multimedia.
Takaaki Kuratate,
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Mohammed Bennamoun,
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ICONIP.
Mohammed Bennamoun,
Ahmad A. Masoud,
Mohamed M. Bayoumi,
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Proceedings IROS '91:IEEE/RSJ International Workshop on Intelligent Robots and Systems '91.
Mohammed Bennamoun,
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Mohammed Bennamoun,
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IEEE Transactions on Neural Networks and Learning Systems.
Mohammed Bennamoun,
Ajmal S. Mian,
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Mohammed Bennamoun,
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ECCV.
Mohammed Bennamoun,
Ajmal S. Mian,
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2004 International Conference on Image Processing, 2004. ICIP '04..
Mohammed Bennamoun,
Clinton Fookes,
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Mohammed Bennamoun,
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Mohammed Bennamoun,
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Mohammed Bennamoun,
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Luigi Barone,
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GECCO.
Mohammed Bennamoun,
Wilson Wong,
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IJCNLP.
Faisal R. Al-Osaimi,
Mohammed Bennamoun,
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ISVC.
Mohammed Bennamoun,
Farid Boussaïd,
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2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA).
Jiankun Hu,
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Mohammed Bennamoun,
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Mohammed Bennamoun,
Wei Liu,
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Mohammed Bennamoun,
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Mohammed Bennamoun,
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ArXiv.
Mohammed Bennamoun,
Farid Boussaïd,
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2019 International Joint Conference on Neural Networks (IJCNN).
Mohammed Bennamoun,
Munawar Hayat,
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IEEE Transactions on Affective Computing.
Mohammed Bennamoun,
Ajmal S. Mian,
Rowan Davies,
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International Journal of Computer Vision.
Mohammed Bennamoun,
Ajmal S. Mian,
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IEEE Transactions on Pattern Analysis and Machine Intelligence.
Mohammed Bennamoun,
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ICASSP 2019.
Mohammed Bennamoun,
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Proceedings of International Conference on Image Processing.
Mohammed Bennamoun,
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18th International Conference on Pattern Recognition (ICPR'06).
Mohammed Bennamoun,
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IEEE/ACM Transactions on Computational Biology and Bioinformatics.
Mohammed Bennamoun,
Hongchuan Yu,
Chin-Seng Chua,
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Image Vis. Comput..
Mohammed Bennamoun,
Farid Boussaïd,
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Mohammed Bennamoun,
Jasmine Banks,
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IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).
Mohammed Bennamoun,
Ajmal S. Mian,
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International Journal of Computer Vision.
John A. Williams,
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TENCON '97 Brisbane - Australia. Proceedings of IEEE TENCON '97. IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications (Cat. No.97CH36162).
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2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Mohammed Bennamoun,
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Mohammed Bennamoun,
Clinton Fookes,
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IEEE International Conference on Systems, Man and Cybernetics.
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ArXiv.
Mohammed Bennamoun,
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PloS one.
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Mohammed Bennamoun,
Cara MacNish,
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ACCV.
Mohammed Bennamoun,
Farid Boussaid,
Senjian An,
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IEEE Transactions on Image Processing.
Mohammed Bennamoun,
G. J. Mamic,
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Mohammed Bennamoun,
Senjian An,
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IEEE Transactions on Pattern Analysis and Machine Intelligence.
Mohammed Bennamoun,
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Mohammed Bennamoun,
David Edwards,
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Mohammed Bennamoun,
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Mohammed Bennamoun,
Roberto Togneri,
Saeedreza Shehnepoor,
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IEEE Transactions on Neural Networks and Learning Systems.
Mohammed Bennamoun,
Li Liu,
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IEEE Transactions on Pattern Analysis and Machine Intelligence.
Liang Zhang,
Mohammed Bennamoun,
Ping Li,
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Mohammed Bennamoun,
Ajmal Mian,
Yongsheng Gao,
2021,
2022 IEEE International Conference on Multimedia and Expo (ICME).
Liang Zhang,
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Mohammed Bennamoun,
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ACM Computing Surveys.
Mohammed Bennamoun,
Farid Boussaid,
Dan Xu,
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2021 IEEE/CVF International Conference on Computer Vision (ICCV).
Mohammed Bennamoun,
Roberto Togneri,
Saeedreza Shehnepoor,
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ArXiv.
Mohammed Bennamoun,
Litao Yu,
Guofeng Mei,
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A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items
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Taimur Hassan,
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Samet Akcay,
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IEEE Transactions on Systems, Man, and Cybernetics: Systems.
Mohammed Bennamoun,
Di Xiao,
Cara MacNish,
2021,
Journal of biomedical optics.
Mohammed Bennamoun,
Emre Neftci,
Doo Seok Jeong,
2021,
ArXiv.
Mohammed Bennamoun,
Farid Boussaïd,
Cameron Hodges,
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ACM Comput. Surv..
Mohammed Bennamoun,
Hamid Laga,
Ferdous Sohel,
2021,
IEEE Access.
Mohammed Bennamoun,
Doina Olaru,
Ferdous Sohel,
2021,
IEEE Access.
Mohammed Bennamoun,
Wanggen Wan,
Ferdous Sohel,
2021,
Neurocomputing.
Mohammed Bennamoun,
Roberto Togneri,
Saeedreza Shehnepoor,
2021,
ArXiv.
Taimur Hassan,
Mohammed Bennamoun,
Samet Akcay,
2021,
Journal of Ambient Intelligence and Humanized Computing.
Mohammed Bennamoun,
Ajmal Mian,
Naveed Akhtar,
2021,
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
Mohammed Bennamoun,
Roberto Togneri,
Muhammad Moinuddin,
2021,
Applied Intelligence.
Mohammed Bennamoun,
Hamid Laga,
Farid Boussaid,
2021,
ArXiv.
Mohammed Bennamoun,
Roberto Togneri,
Imran Naseem,
2021,
ArXiv.
Shaohui Mei,
Mohammed Bennamoun,
David Dagan Feng,
2021,
IEEE Transactions on Circuits and Systems for Video Technology.
Mohammed Bennamoun,
Farid Boussaïd,
Colin Flynn,
2021,
GECCO Companion.
Taimur Hassan,
Mohammed Bennamoun,
Samet Akcay,
2021,
Neural Comput. Appl..
Liang Zhang,
Mohammed Bennamoun,
Peiyi Shen,
2021,
IEEE Transactions on Medical Imaging.
Mohammed Bennamoun,
Farid Boussaïd,
Philipp E. Bayer,
2021,
Remote. Sens..
Mohammed Bennamoun,
Mingtao Feng,
Qiguang Miao,
2022,
ArXiv.
Mohammed Bennamoun,
Sebastian Kurtek,
Hamid Laga,
2021,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Mohammed Bennamoun,
Naveed Akhtar,
Mohammad Jalwana,
2021,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Mohammed Bennamoun,
Ferdous Sohel,
Wan Wanggen,
2022,
Neurocomputing.
Liang Zhang,
Mohammed Bennamoun,
Peiyi Shen,
2021,
IEEE Transactions on Multimedia.
Mohammed Bennamoun,
Wei Liu,
Wilson Wong,
2006,
PCAR '06.
Mohammed Bennamoun,
Clinton Fookes,
A. Lamanna,
2001
.
Mohammed Bennamoun,
Roberto Togneri,
Fatih Murat Porikli,
2016,
ArXiv.
Boualem Boashash,
Mohammed Bennamoun,
B. Boashash,
1998
.
Mohammed Bennamoun,
Du Q. Huynh,
Suman Sedai,
2010
.
Mohammed Bennamoun,
Jasmine Banks,
Kurt Kubik,
1999
.
Mohammed Bennamoun,
Ferdous Sohel,
Jegatheva Jegathesan,
2011
.
Mohammed Bennamoun,
Birgit Planitz,
John Williams,
2002
.
Faisal R. Al-Osaimi,
Mohammed Bennamoun,
Ajmal Mian,
2008
.
Mohammed Bennamoun,
Roberto Togneri,
Ferdous Sohel,
2014
.
Robert B. Fisher,
Mohammed Bennamoun,
Farid Boussaid,
2019,
IEEE Journal of Oceanic Engineering.
Mohammed Bennamoun,
Bennamoun,
J. Roberts,
2008
.
Mohammed Bennamoun,
Ferdous Sohel,
Saqib Ejaz Awan,
2017,
Current opinion in cardiology.
Jiankun Hu,
Mohammed Bennamoun,
Song Wang,
2014
.
Mohammed Bennamoun,
Abdesselam Bouzerdoum,
Anwar Dawood,
1998
.
Mohammed Bennamoun,
Farid Boussaid,
Syed Afaq Ali Shah,
2015,
2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA).
Mohammed Bennamoun,
1997,
1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation.
Mohammed Bennamoun,
Ferdous Sohel,
Saqib Ejaz Awan,
2019,
ESC heart failure.