Ogunbona, Philip O.

Top Publications

Year	Title
2014	Smoke detection in video: an image separation approach Published in International Journal of Computer Vision
2012	A phase-sensitive approach to filtering on the sphere Published in IEEE Transactions on Signal Processing
2013	A novel shape-based non-redundant local binary pattern descriptor for object detection Published in Pattern Recognition
2013	Measuring the degree of face familiarity based on extended NMF Published in ACM Transactions on Applied Perception
2012	Local representation of faces through extended NMF Published in Electronics Letters

Research Areas

Research Overview

My research interest is real-life problems that can be framed in the context of image and signal processing, machine learning and computer vision. Application areas of interest include human action recognition; medical image and signal processing; digital watermarking; and food security. I am also interested in developing mathematical tools that push the frontier of knowledge in my research field. Some current projects include: human posture recognition; food crop diseases recognition and classification; photopletismography; epilepsy seizure detection and classification; smart fabric; and digital antenna.

Available as Research Supervisor

Available for Collaborative Projects

Member Of

Australian Computer Society Fellow
IEEE - The Institute of Electrical and Electronics Engineers Senior Member

Selected Publications

Journal Article

Year	Title
2020	Shape-based filter for micro-aneurysm detection Published In Computers and Electrical Engineering Volume 84 Altmetric
2020	Supervised domain generalization for integration of disparate scalp EEG datasets for automatic epileptic seizure detection Published In Computers in Biology and Medicine Volume 120 Altmetric
2019	Jointly Learning Visual Poses and Pose Lexicon for Semantic Action Recognition Published In IEEE Transactions on Circuits and Systems for Video Technology Volume Online First Pages 1 - 11 ISSN 1051-8215 Altmetric
2019	Recent advances in transfer learning for cross-dataset visual recognition: A problem-oriented perspective Published In ACM Computing Surveys Volume 52 Pages 7-1 - 7-38 ISSN 0360-0300 Altmetric
2019	Tuning the Parameters for Precision Matrix Estimation Using Regression Analysis Published In IEEE Access Volume 7 Pages 90585 - 90596 Altmetric
2019	Unsupervised domain adaptation: A multi-task learning-based method Published In Knowledge-Based Systems Volume 186 Pages 104975-1 - 104975-7 ISSN 0950-7051 Altmetric
2018	A large scale RGB-D dataset for action recognition Published In Lecture Notes in Computer Science Volume 10188 Pages 101 - 114 Altmetric
2018	A singular K-space model for fast reconstruction of magnetic resonance images from undersampled data Published In Medical and Biological Engineering and Computing Volume 56 Pages 1211 - 1225 ISSN 0140-0118 Altmetric
2018	Depth Pooling Based Large-Scale 3-D Action Recognition with Convolutional Neural Networks Published In IEEE Transactions on Multimedia Volume 20 Pages 1051 - 1061 ISSN 1520-9210 Altmetric
2018	Measurement of surface parameters of three-dimensional braided composite preform based on curvature scale space corner detector Published In Textile Research Journal Volume 88 Pages 2641 - 2653 ISSN 0040-5175 Altmetric
2018	RGB-D-based human motion recognition with deep learning: A survey Published In Computer Vision and Image Understanding Volume Online first Pages 1 - 22 ISSN 1077-3142 Altmetric
2018	Semidefinite programming solution of economic dispatch problem with non-smooth, non-convex cost functions Published In Electric Power Systems Research Volume 164 Pages 178 - 187 ISSN 0378-7796 Altmetric
2017	A Diffeomorphic Demons Approach to Statistical Shape Modeling Published In Optics and Laser Technology Volume Online first Pages 123 - 131 ISSN 0030-3992 Altmetric
2017	Automatic non-proliferative diabetic retinopathy screening system based on color fundus image Published In BioMedical Engineering OnLine Volume 16 Pages 122-1 - 122-19 ISSN 1475-925X Altmetric
2017	Detection and Separation of Smoke from Single Image Frames Published In IEEE Transactions on Image Processing Volume 27 Pages 1164 - 1177 ISSN 1057-7149 Altmetric
2017	Detection of ground parrot vocalisation: A multiple instance learning approach Published In Journal of the Acoustical Society of America Volume 142 Pages 1281 - 1290 ISSN 0001-4966 Altmetric
2017	Economic-emission Dispatch With Semidefinite Programming And Rational Function Approximations Published In Facta Universitatis-series Mathematics And Informatics Volume 32 Pages 565 - 582 Altmetric
2017	Semantic action recognition by learning a pose lexicon Published In Pattern Recognition Volume 72 Pages 548 - 562 ISSN 0031-3203 Altmetric
2017	Statistical shape model building method using surface registration and model prototype Published In Optics and Laser Technology Volume Online First Pages 1 - 5 ISSN 0030-3992 Altmetric
2016	Action Recognition From Depth Maps Using Deep Convolutional Neural Networks Published In IEEE Transactions on Human-Machine Systems Volume 46 Pages 498 - 509 Altmetric
2016	Human detection from images and videos: a survey Published In Pattern Recognition Volume 51 Pages 148 - 175 ISSN 0031-3203 Altmetric
2016	Learning discriminative Bayesian networks from high-dimensional continuous neuroimaging data Published In IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 38 Pages 2269 - 2283 ISSN 0162-8828 Altmetric
2016	RGB-D-based action recognition datasets: a survey Published In Pattern Recognition Volume 60 Pages 86 - 105 ISSN 0031-3203 Altmetric
2016	Smart fabrics and networked clothing: recent developments in CNT-based fibers and their continual refinement Published In IEEE Consumer Electronics Magazine Volume 5 Pages 105 - 111 Altmetric
2014	Economic-emission dispatch problem: A semi-definite programming approach Published In Applied Energy Volume 134 Pages 446 - 455 ISSN 0306-2619 Altmetric
2014	Food image classification using local appearance and global structural information Published In Neurocomputing Volume 140 Pages 242 - 251 ISSN 0925-2312 Altmetric
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In Lecture Notes in Computer Science Volume 8675 Pages 321 - 328 Altmetric
2014	Smoke detection in video: an image separation approach Published In International Journal of Computer Vision Volume 106 Pages 192 - 209 ISSN 0920-5691 Altmetric
2013	A novel shape-based non-redundant local binary pattern descriptor for object detection Published In Pattern Recognition Volume 46 Pages 1485 - 1500 ISSN 0031-3203 Altmetric
2013	Inter-occlusion reasoning for human detection based on variational mean field Published In Neurocomputing Volume 110 Pages 51 - 61 ISSN 0925-2312 Altmetric
2013	Measuring the degree of face familiarity based on extended NMF Published In ACM Transactions on Applied Perception Volume 10 Pages 8:1 - 8:22 ISSN 1544-3558 Altmetric
2012	A phase-sensitive approach to filtering on the sphere Published In IEEE Transactions on Signal Processing Volume 60 Pages 6330 - 6339 ISSN 1053-587X Altmetric
2012	Local representation of faces through extended NMF Published In Electronics Letters Volume 48 Pages 373 - 375 ISSN 0013-5194 Altmetric
2012	Private fingerprint matching Published In Lecture Notes in Computer Science Volume 7372 Pages 426 - 433 Altmetric
2011	Local intensity distribution descriptor for object detection Published In Electronics Letters Volume 47 Pages 321 - 322 ISSN 0013-5194 Altmetric
2011	Semi-supervised maximum a posteriori probability segmentation of brain tissues from dual-echo magnetic resonance scans using incomplete training data Published In IET Image Processing Volume 5 Pages 222 - 232 ISSN 1751-9667 Altmetric
2010	An improved template matching method for object detection Published In Lecture Notes in Computer Science Volume 5996 Pages 193 - 202 Altmetric
2008	A real-time facial expression recognition system for online games Published In International Journal of Computer Games Technology Volume 2008 Pages 1 - 7 ISSN 1687-7047 Altmetric
2008	An efficient iterative algorithm for image thresholding Published In Pattern Recognition Letters Volume 29 Pages 1311 - 1316 ISSN 0167-8655 Altmetric
2007	Visual information processing and content management: an overview Published In International Journal of Information and Systems Sciences Volume 3 Pages 349 - 364 ISSN 1708-296X

Book

Year	Title
2010	Illumination invariant face detection using classifier fusion Publisher Europe: VDM verlag Dr. Muller Altmetric

Chapter

Year	Title
2014	Support Vector Machines for neuroimage analysis: Interpretation from discrimination Published In Support Vector Machines Applications Publisher Germany: Springer Pages 191 - 220 ISBN 9783319022994 Altmetric
2010	Human action recognition with expandable graphical models Published In Machine Learning for Human Motion Analysis: Theory and Practice Publisher IGI Global Pages 187 - 212 Altmetric

Conference Paper

Year	Title
2019	Breathing and Heartrate Monitoring System using IR-UWB Radar Published In 13th International Conference on Signal Processing and Communication Systems (ICSPCS) Pages 1 - 5 Altmetric
2018	An Improved 3D Surface Reconstruction Method Based on Three Wavelength Phase Shift Profilometry Published In Artificial Intelligence and Robotics: 2nd International Symposium on Artificial Intelligence and Robotics Pages 85 - 93 Altmetric
2018	Cross-validated bandwidth selection for precision matrix estimation Published In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings Pages 4479 - 4483 Altmetric
2018	Importance Weighted Adversarial Nets for Partia Domain Adaptation Published In 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Pages 8156 - 8164 Altmetric
2018	K-core graph-based retinal vascular registration Published In ICBEB 2018 Proceedings of the 2nd International Conference on Biomedical Engineering and Bioinformatics Pages 70 - 73 Altmetric
2017	Investigation of different skeleton features for CNN-based 3D action recognition Published In 2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017 Pages 617 - 622 Altmetric
2017	Joint geometrical and statistical alignment for visual domain adaptation Published In 30th IEEE Conference on Computer Vision and Pattern Recognitio, (CVPR 2017) Pages 5150 - 5158 Altmetric
2017	Statistical Shape Model Generation Using Diffeomorphic Surface Registration Published In ICBIP 2017: Proceedings of the 2nd International Conference on Biomedical Signal and Image Processing Pages 37 - 41 Altmetric
2017	Weakly structured information aggregation for upper-body posture assessment using ConvNets Published In IEEE International Conference on Multimedia and Expo (ICME) Pages 1512 - 1517 Altmetric
2016	Large-scale Continuous Gesture Recognition Using Convolutional Neural Networks Published In Proceedings - 23rd International Conference on Pattern Recognition (ICPR) Pages 13 - 18 Altmetric
2016	Large-scale Isolated Gesture Recognition using Convolutional Neural Networks Published In Proceedings - 23rd International Conference on Pattern Recognition (ICPR) Pages 7 - 12 Altmetric
2016	Learning a pose lexicon for semantic action recognition Published In 2016 IEEE International Conference on Multimedia and Expo (ICME) Pages 1 - 6 Altmetric
2016	Learning structured dictionary based on inter-class similarity and representative margins Published In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Pages 2399 - 2403 Altmetric
2015	ConvNets-based action recognition from depth maps through virtual cameras and pseudocoloring Published In Proceedings of the 23rd ACM international conference on Multimedia Pages 1119 - 1122 Altmetric
2015	Creating Simplified 3D Models with High Quality Textures Published In 2015 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2015 Pages 264 - 271 Altmetric
2015	Single image smoke detection Published In Lecture Notes in Computer Science: Computer Vision - ACCV 2014: 12th Asian Conference on Computer Vision Singapore Pages 87 - 101 Altmetric
2014	Discriminative key pose extraction using extended LC-KSVD for action recognition Published In 2014 International Conference on digital Image Computing: Techniques and Applications, DICTA 2014 Pages 1 - 8 Altmetric
2014	Discriminative sparse inverse covariance matrix: Application in brain functional network classification Published In 2014 IEEE Conference on Computer Vision and Pattern Recognition Pages 3097 - 3104 Altmetric
2014	Estimating the magnitude of method bias on account of text similarity using a natural language processing-based technique Published In 35th International Conference on Information Systems "Building a Better World Through Information Systems", ICIS 2014 Pages 1 - 10
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In The 17th International Conference on Medical Image Computing and ComputerAssisted Intervention (MICCAI 2014) Pages 321 - 328
2014	Mining mid-level features for action recognition based on effective skeleton representation Published In 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014 Pages 1 - 8 Altmetric
2013	Discriminative brain effective connectivity analysis for Alzheimer's disease: A kernel learning approach upon sparse gaussian bayesian network Published In IEEE Conference on Computer Vision and Pattern Recognition Pages 2243 - 2250 Altmetric
2013	Pathological gait detection of Parkinson's disease using sparse representation Published In 2013 International Conference on Digital Image Computing: Techniques and Applications Pages 1 - 8 Altmetric
2012	A novel video-based smoke detection method using image separation Published In ICME 2012: IEEE International Conference on Multimedia and Expo Pages 532 - 537 Altmetric
2012	Measuring face familiarity and its application to face recognition Published In 2012 IEEE Workshop on the Applications of Computer Vision, WACV 2012 Pages 177 - 183 Altmetric
2011	Age estimation based on extended non-negative matrix factorization Published In 13rd IEEE International Workshop on Multimedia Signal Processing, MMSP 2011 Pages 1 - 6 Altmetric
2011	Detecting humans under occlusion using variational mean field method Published In 18th IEEE International Conference on Image Processing, ICIP 2011 Pages 2049 - 2052 Altmetric
2011	Human detection with contour-based local motion binary patterns Published In 18th IEEE International Conference on Image Processing, ICIP 2011 Pages 3609 - 3612 Altmetric
2011	Smoke detection in videos using non-redundant local binary pattern-based features Published In 13rd IEEE International Workshop on Multimedia Signal Processing, MMSP 2011 Pages 1 - 4 Altmetric
2010	Finding distinctive facial areas for face recognition Published In International Conference on Control, Automation, Robotics and Vision Pages 1848 - 1853 Altmetric
2010	Head pose estimation based on extended non-negative matrix factorization Published In 25th International Conference of Image and Vision Computing New Zealand, IVCNZ 2010 Pages 1 - 6 Altmetric
2010	Human detection using local shape and non-redundant binary patterns Published In International Conference on Control, Automation, Robotics and Vision Pages 1145 - 1150 Altmetric
2010	Object detection using non-redundant local Binary Patterns Published In Proceedings of 2010 IEEE 17th International Conference on Image Processing Pages 4609 - 4612 Altmetric
2010	On the combination of local texture and global structure for food classification Published In International Symposium on Multimedia Pages 204 - 211 Altmetric
2009	A novel template matching method for human detection Published In International Conference on Image Processing Pages 2549 - 2552 Altmetric
2009	A part-based template matching method for multi-view human detection Published In International Conference Image and Vision Computing New Zealand Pages 357 - 362 Altmetric
2009	Face detection using generalised integral image features Published In International Conference on Image Processing Pages 1229 - 1232 Altmetric
2009	Face recognition from single sample based on human face perception Published In International Conference Image and Vision Computing New Zealand Pages 56 - 61 Altmetric
2009	Greedy approximation of kernel PCA by minimizing the mapping error Published In 2009 Digital Image Computing: Techniques and Applications Pages 303 - 308 Altmetric
2009	Human detection based on weighted template matching Published In IEEE International Conference on Multimedia and Expo Pages 634 - 637 Altmetric
2009	Kernel PCA of HOG features for posture detection Published In International Conference: Image and Vision Computing New Zealand Pages 415 - 420 Altmetric
2008	Illumination invariant face detection using classifier fusion Published In Pacific-Rim Conference on Multimedia: Advances in Multimedia Information Processing Pages 456 - 465 Altmetric
2007	A maximum likelihood watermark decoding scheme Published In IEEE International Conference on Multimedia and Expo Pages 1247 - 1250 Altmetric
2007	A novel multi-image query techniques for automatic query concept capture Published In International Conference on Information Technology and Applications Pages 284 - 289
2007	Emotional states control for on-line game avatars Published In Conference on Applications, Technologies, Architectures, and Protocols for Computer CommunicationsNetGames '07 Proceedings of the 6th ACM SIGCOMM workshop on Network and system support for games Pages 31 - 36 Altmetric
2007	Face to face communications in multiplayer online games: a real-time system Published In Human-Computer Interaction International Conference Pages 401 - 410 Altmetric
2007	Human motion simulation and action corpus Published In Digital human modeling: Lecture Notes in Computer Science Pages 314 - 322 Altmetric
2007	Perceived similarity and visual descriptions in content-based image retrieval Published In The IEEE International Symposium on Multimedia Pages 173 - 180 Altmetric
2007	Real-time facial feature point extraction Published In Pacific-Rim Conference on Multimedia Pages 88 - 97 Altmetric

Investigator On

Year	Title
2009	Addressing ICT curriculum recommendations from surveys of academics, workplace graduates and employers Awarded by: Australian Learning & Teaching Council (ALTC) Funding Scheme: Priority Projects Program

Available as Research Supervisor

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy (Integrated)	Computer Visionen-Based Postural Assessment	Ding, Zewei
Doctor of Philosophy	Fringe projection profilometry for 3D shape measurement of dynamic object	Duan, Chengpu
Doctor of Philosophy	CubeSat	Theoharis, Yani
Master of Philosophy - EIS	Comparative Study of Deep Neural Network Architectures for Non-Rigid Retinal Image Registration	Tian, Chuanhui

Keywords

Computer vision
Machine learning
Image Processing
Signal Processing
Medical image processing
Food security
Smart fabrics

Located In Facility

Building 3, Room 113

Orcid Id

http://orcid.org/0000-0003-4119-2873 (confirmed)

Top Publications

Year	Title
2014	Smoke detection in video: an image separation approach Published in International Journal of Computer Vision
2012	A phase-sensitive approach to filtering on the sphere Published in IEEE Transactions on Signal Processing
2013	A novel shape-based non-redundant local binary pattern descriptor for object detection Published in Pattern Recognition
2013	Measuring the degree of face familiarity based on extended NMF Published in ACM Transactions on Applied Perception
2012	Local representation of faces through extended NMF Published in Electronics Letters

Research Areas

Research Overview

My research interest is real-life problems that can be framed in the context of image and signal processing, machine learning and computer vision. Application areas of interest include human action recognition; medical image and signal processing; digital watermarking; and food security. I am also interested in developing mathematical tools that push the frontier of knowledge in my research field. Some current projects include: human posture recognition; food crop diseases recognition and classification; photopletismography; epilepsy seizure detection and classification; smart fabric; and digital antenna.

Member Of

Australian Computer Society Fellow
IEEE - The Institute of Electrical and Electronics Engineers Senior Member

Selected Publications

Journal Article

Year	Title
2020	Shape-based filter for micro-aneurysm detection Published In Computers and Electrical Engineering Volume 84 Altmetric
2020	Supervised domain generalization for integration of disparate scalp EEG datasets for automatic epileptic seizure detection Published In Computers in Biology and Medicine Volume 120 Altmetric
2019	Jointly Learning Visual Poses and Pose Lexicon for Semantic Action Recognition Published In IEEE Transactions on Circuits and Systems for Video Technology Volume Online First Pages 1 - 11 ISSN 1051-8215 Altmetric
2019	Recent advances in transfer learning for cross-dataset visual recognition: A problem-oriented perspective Published In ACM Computing Surveys Volume 52 Pages 7-1 - 7-38 ISSN 0360-0300 Altmetric
2019	Tuning the Parameters for Precision Matrix Estimation Using Regression Analysis Published In IEEE Access Volume 7 Pages 90585 - 90596 Altmetric
2019	Unsupervised domain adaptation: A multi-task learning-based method Published In Knowledge-Based Systems Volume 186 Pages 104975-1 - 104975-7 ISSN 0950-7051 Altmetric
2018	A large scale RGB-D dataset for action recognition Published In Lecture Notes in Computer Science Volume 10188 Pages 101 - 114 Altmetric
2018	A singular K-space model for fast reconstruction of magnetic resonance images from undersampled data Published In Medical and Biological Engineering and Computing Volume 56 Pages 1211 - 1225 ISSN 0140-0118 Altmetric
2018	Depth Pooling Based Large-Scale 3-D Action Recognition with Convolutional Neural Networks Published In IEEE Transactions on Multimedia Volume 20 Pages 1051 - 1061 ISSN 1520-9210 Altmetric
2018	Measurement of surface parameters of three-dimensional braided composite preform based on curvature scale space corner detector Published In Textile Research Journal Volume 88 Pages 2641 - 2653 ISSN 0040-5175 Altmetric
2018	RGB-D-based human motion recognition with deep learning: A survey Published In Computer Vision and Image Understanding Volume Online first Pages 1 - 22 ISSN 1077-3142 Altmetric
2018	Semidefinite programming solution of economic dispatch problem with non-smooth, non-convex cost functions Published In Electric Power Systems Research Volume 164 Pages 178 - 187 ISSN 0378-7796 Altmetric
2017	A Diffeomorphic Demons Approach to Statistical Shape Modeling Published In Optics and Laser Technology Volume Online first Pages 123 - 131 ISSN 0030-3992 Altmetric
2017	Automatic non-proliferative diabetic retinopathy screening system based on color fundus image Published In BioMedical Engineering OnLine Volume 16 Pages 122-1 - 122-19 ISSN 1475-925X Altmetric
2017	Detection and Separation of Smoke from Single Image Frames Published In IEEE Transactions on Image Processing Volume 27 Pages 1164 - 1177 ISSN 1057-7149 Altmetric
2017	Detection of ground parrot vocalisation: A multiple instance learning approach Published In Journal of the Acoustical Society of America Volume 142 Pages 1281 - 1290 ISSN 0001-4966 Altmetric
2017	Economic-emission Dispatch With Semidefinite Programming And Rational Function Approximations Published In Facta Universitatis-series Mathematics And Informatics Volume 32 Pages 565 - 582 Altmetric
2017	Semantic action recognition by learning a pose lexicon Published In Pattern Recognition Volume 72 Pages 548 - 562 ISSN 0031-3203 Altmetric
2017	Statistical shape model building method using surface registration and model prototype Published In Optics and Laser Technology Volume Online First Pages 1 - 5 ISSN 0030-3992 Altmetric
2016	Action Recognition From Depth Maps Using Deep Convolutional Neural Networks Published In IEEE Transactions on Human-Machine Systems Volume 46 Pages 498 - 509 Altmetric
2016	Human detection from images and videos: a survey Published In Pattern Recognition Volume 51 Pages 148 - 175 ISSN 0031-3203 Altmetric
2016	Learning discriminative Bayesian networks from high-dimensional continuous neuroimaging data Published In IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 38 Pages 2269 - 2283 ISSN 0162-8828 Altmetric
2016	RGB-D-based action recognition datasets: a survey Published In Pattern Recognition Volume 60 Pages 86 - 105 ISSN 0031-3203 Altmetric
2016	Smart fabrics and networked clothing: recent developments in CNT-based fibers and their continual refinement Published In IEEE Consumer Electronics Magazine Volume 5 Pages 105 - 111 Altmetric
2014	Economic-emission dispatch problem: A semi-definite programming approach Published In Applied Energy Volume 134 Pages 446 - 455 ISSN 0306-2619 Altmetric
2014	Food image classification using local appearance and global structural information Published In Neurocomputing Volume 140 Pages 242 - 251 ISSN 0925-2312 Altmetric
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In Lecture Notes in Computer Science Volume 8675 Pages 321 - 328 Altmetric
2014	Smoke detection in video: an image separation approach Published In International Journal of Computer Vision Volume 106 Pages 192 - 209 ISSN 0920-5691 Altmetric
2013	A novel shape-based non-redundant local binary pattern descriptor for object detection Published In Pattern Recognition Volume 46 Pages 1485 - 1500 ISSN 0031-3203 Altmetric
2013	Inter-occlusion reasoning for human detection based on variational mean field Published In Neurocomputing Volume 110 Pages 51 - 61 ISSN 0925-2312 Altmetric
2013	Measuring the degree of face familiarity based on extended NMF Published In ACM Transactions on Applied Perception Volume 10 Pages 8:1 - 8:22 ISSN 1544-3558 Altmetric
2012	A phase-sensitive approach to filtering on the sphere Published In IEEE Transactions on Signal Processing Volume 60 Pages 6330 - 6339 ISSN 1053-587X Altmetric
2012	Local representation of faces through extended NMF Published In Electronics Letters Volume 48 Pages 373 - 375 ISSN 0013-5194 Altmetric
2012	Private fingerprint matching Published In Lecture Notes in Computer Science Volume 7372 Pages 426 - 433 Altmetric
2011	Local intensity distribution descriptor for object detection Published In Electronics Letters Volume 47 Pages 321 - 322 ISSN 0013-5194 Altmetric
2011	Semi-supervised maximum a posteriori probability segmentation of brain tissues from dual-echo magnetic resonance scans using incomplete training data Published In IET Image Processing Volume 5 Pages 222 - 232 ISSN 1751-9667 Altmetric
2010	An improved template matching method for object detection Published In Lecture Notes in Computer Science Volume 5996 Pages 193 - 202 Altmetric
2008	A real-time facial expression recognition system for online games Published In International Journal of Computer Games Technology Volume 2008 Pages 1 - 7 ISSN 1687-7047 Altmetric
2008	An efficient iterative algorithm for image thresholding Published In Pattern Recognition Letters Volume 29 Pages 1311 - 1316 ISSN 0167-8655 Altmetric
2007	Visual information processing and content management: an overview Published In International Journal of Information and Systems Sciences Volume 3 Pages 349 - 364 ISSN 1708-296X

Book

Year	Title
2010	Illumination invariant face detection using classifier fusion Publisher Europe: VDM verlag Dr. Muller Altmetric

Chapter

Year	Title
2014	Support Vector Machines for neuroimage analysis: Interpretation from discrimination Published In Support Vector Machines Applications Publisher Germany: Springer Pages 191 - 220 ISBN 9783319022994 Altmetric
2010	Human action recognition with expandable graphical models Published In Machine Learning for Human Motion Analysis: Theory and Practice Publisher IGI Global Pages 187 - 212 Altmetric

Conference Paper

Year	Title
2019	Breathing and Heartrate Monitoring System using IR-UWB Radar Published In 13th International Conference on Signal Processing and Communication Systems (ICSPCS) Pages 1 - 5 Altmetric
2018	An Improved 3D Surface Reconstruction Method Based on Three Wavelength Phase Shift Profilometry Published In Artificial Intelligence and Robotics: 2nd International Symposium on Artificial Intelligence and Robotics Pages 85 - 93 Altmetric
2018	Cross-validated bandwidth selection for precision matrix estimation Published In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings Pages 4479 - 4483 Altmetric
2018	Importance Weighted Adversarial Nets for Partia Domain Adaptation Published In 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Pages 8156 - 8164 Altmetric
2018	K-core graph-based retinal vascular registration Published In ICBEB 2018 Proceedings of the 2nd International Conference on Biomedical Engineering and Bioinformatics Pages 70 - 73 Altmetric
2017	Investigation of different skeleton features for CNN-based 3D action recognition Published In 2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017 Pages 617 - 622 Altmetric
2017	Joint geometrical and statistical alignment for visual domain adaptation Published In 30th IEEE Conference on Computer Vision and Pattern Recognitio, (CVPR 2017) Pages 5150 - 5158 Altmetric
2017	Statistical Shape Model Generation Using Diffeomorphic Surface Registration Published In ICBIP 2017: Proceedings of the 2nd International Conference on Biomedical Signal and Image Processing Pages 37 - 41 Altmetric
2017	Weakly structured information aggregation for upper-body posture assessment using ConvNets Published In IEEE International Conference on Multimedia and Expo (ICME) Pages 1512 - 1517 Altmetric
2016	Large-scale Continuous Gesture Recognition Using Convolutional Neural Networks Published In Proceedings - 23rd International Conference on Pattern Recognition (ICPR) Pages 13 - 18 Altmetric
2016	Large-scale Isolated Gesture Recognition using Convolutional Neural Networks Published In Proceedings - 23rd International Conference on Pattern Recognition (ICPR) Pages 7 - 12 Altmetric
2016	Learning a pose lexicon for semantic action recognition Published In 2016 IEEE International Conference on Multimedia and Expo (ICME) Pages 1 - 6 Altmetric
2016	Learning structured dictionary based on inter-class similarity and representative margins Published In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Pages 2399 - 2403 Altmetric
2015	ConvNets-based action recognition from depth maps through virtual cameras and pseudocoloring Published In Proceedings of the 23rd ACM international conference on Multimedia Pages 1119 - 1122 Altmetric
2015	Creating Simplified 3D Models with High Quality Textures Published In 2015 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2015 Pages 264 - 271 Altmetric
2015	Single image smoke detection Published In Lecture Notes in Computer Science: Computer Vision - ACCV 2014: 12th Asian Conference on Computer Vision Singapore Pages 87 - 101 Altmetric
2014	Discriminative key pose extraction using extended LC-KSVD for action recognition Published In 2014 International Conference on digital Image Computing: Techniques and Applications, DICTA 2014 Pages 1 - 8 Altmetric
2014	Discriminative sparse inverse covariance matrix: Application in brain functional network classification Published In 2014 IEEE Conference on Computer Vision and Pattern Recognition Pages 3097 - 3104 Altmetric
2014	Estimating the magnitude of method bias on account of text similarity using a natural language processing-based technique Published In 35th International Conference on Information Systems "Building a Better World Through Information Systems", ICIS 2014 Pages 1 - 10
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In The 17th International Conference on Medical Image Computing and ComputerAssisted Intervention (MICCAI 2014) Pages 321 - 328
2014	Mining mid-level features for action recognition based on effective skeleton representation Published In 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014 Pages 1 - 8 Altmetric
2013	Discriminative brain effective connectivity analysis for Alzheimer's disease: A kernel learning approach upon sparse gaussian bayesian network Published In IEEE Conference on Computer Vision and Pattern Recognition Pages 2243 - 2250 Altmetric
2013	Pathological gait detection of Parkinson's disease using sparse representation Published In 2013 International Conference on Digital Image Computing: Techniques and Applications Pages 1 - 8 Altmetric
2012	A novel video-based smoke detection method using image separation Published In ICME 2012: IEEE International Conference on Multimedia and Expo Pages 532 - 537 Altmetric
2012	Measuring face familiarity and its application to face recognition Published In 2012 IEEE Workshop on the Applications of Computer Vision, WACV 2012 Pages 177 - 183 Altmetric
2011	Age estimation based on extended non-negative matrix factorization Published In 13rd IEEE International Workshop on Multimedia Signal Processing, MMSP 2011 Pages 1 - 6 Altmetric
2011	Detecting humans under occlusion using variational mean field method Published In 18th IEEE International Conference on Image Processing, ICIP 2011 Pages 2049 - 2052 Altmetric
2011	Human detection with contour-based local motion binary patterns Published In 18th IEEE International Conference on Image Processing, ICIP 2011 Pages 3609 - 3612 Altmetric
2011	Smoke detection in videos using non-redundant local binary pattern-based features Published In 13rd IEEE International Workshop on Multimedia Signal Processing, MMSP 2011 Pages 1 - 4 Altmetric
2010	Finding distinctive facial areas for face recognition Published In International Conference on Control, Automation, Robotics and Vision Pages 1848 - 1853 Altmetric
2010	Head pose estimation based on extended non-negative matrix factorization Published In 25th International Conference of Image and Vision Computing New Zealand, IVCNZ 2010 Pages 1 - 6 Altmetric
2010	Human detection using local shape and non-redundant binary patterns Published In International Conference on Control, Automation, Robotics and Vision Pages 1145 - 1150 Altmetric
2010	Object detection using non-redundant local Binary Patterns Published In Proceedings of 2010 IEEE 17th International Conference on Image Processing Pages 4609 - 4612 Altmetric
2010	On the combination of local texture and global structure for food classification Published In International Symposium on Multimedia Pages 204 - 211 Altmetric
2009	A novel template matching method for human detection Published In International Conference on Image Processing Pages 2549 - 2552 Altmetric
2009	A part-based template matching method for multi-view human detection Published In International Conference Image and Vision Computing New Zealand Pages 357 - 362 Altmetric
2009	Face detection using generalised integral image features Published In International Conference on Image Processing Pages 1229 - 1232 Altmetric
2009	Face recognition from single sample based on human face perception Published In International Conference Image and Vision Computing New Zealand Pages 56 - 61 Altmetric
2009	Greedy approximation of kernel PCA by minimizing the mapping error Published In 2009 Digital Image Computing: Techniques and Applications Pages 303 - 308 Altmetric
2009	Human detection based on weighted template matching Published In IEEE International Conference on Multimedia and Expo Pages 634 - 637 Altmetric
2009	Kernel PCA of HOG features for posture detection Published In International Conference: Image and Vision Computing New Zealand Pages 415 - 420 Altmetric
2008	Illumination invariant face detection using classifier fusion Published In Pacific-Rim Conference on Multimedia: Advances in Multimedia Information Processing Pages 456 - 465 Altmetric
2007	A maximum likelihood watermark decoding scheme Published In IEEE International Conference on Multimedia and Expo Pages 1247 - 1250 Altmetric
2007	A novel multi-image query techniques for automatic query concept capture Published In International Conference on Information Technology and Applications Pages 284 - 289
2007	Emotional states control for on-line game avatars Published In Conference on Applications, Technologies, Architectures, and Protocols for Computer CommunicationsNetGames '07 Proceedings of the 6th ACM SIGCOMM workshop on Network and system support for games Pages 31 - 36 Altmetric
2007	Face to face communications in multiplayer online games: a real-time system Published In Human-Computer Interaction International Conference Pages 401 - 410 Altmetric
2007	Human motion simulation and action corpus Published In Digital human modeling: Lecture Notes in Computer Science Pages 314 - 322 Altmetric
2007	Perceived similarity and visual descriptions in content-based image retrieval Published In The IEEE International Symposium on Multimedia Pages 173 - 180 Altmetric
2007	Real-time facial feature point extraction Published In Pacific-Rim Conference on Multimedia Pages 88 - 97 Altmetric

Investigator On

Year	Title
2009	Addressing ICT curriculum recommendations from surveys of academics, workplace graduates and employers Awarded by: Australian Learning & Teaching Council (ALTC) Funding Scheme: Priority Projects Program

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy (Integrated)	Computer Visionen-Based Postural Assessment	Ding, Zewei
Doctor of Philosophy	Fringe projection profilometry for 3D shape measurement of dynamic object	Duan, Chengpu
Doctor of Philosophy	CubeSat	Theoharis, Yani
Master of Philosophy - EIS	Comparative Study of Deep Neural Network Architectures for Non-Rigid Retinal Image Registration	Tian, Chuanhui

Keywords

Computer vision
Machine learning
Image Processing
Signal Processing
Medical image processing
Food security
Smart fabrics

Located In Facility

Building 3, Room 113

Orcid Id

http://orcid.org/0000-0003-4119-2873 (confirmed)

Overview

Top Publications

Research Areas

Research Overview

Available as Research Supervisor

Affiliation

Available for Collaborative Projects

Member Of

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Funding

Investigator On

Supervision

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Research Overview

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Investigator On

Supervision

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Graduate Advising Relationship

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