We are recruiting a Research Fellow for an ARC Discovery Project titled “Learning kernel-based high-order visual representation for image retrieval”.
The Associate Research Fellow will perform the research tasks specified by the project, which include the development of theories, methods, and algorithms to learn visual representations that model the high-order information of image content. The candidate must have solid background and research experience in computer vision, pattern recognition, and machine learning. It is expected that the candidate will complete all the research tasks required by the project within the specified time frame and make significant contributions to the research activities within VILA and SCIT.
Should you have any questions related to this position, please do not hesitate to contact Lei Wang via leiw@uow.edu.au.
Also, we are recruiting two PhD students (with full PhD scholarships)
The Visual Information Learning and Analysis group (VILA) at the School of Computing and Information Technology (SCIT), University of Wollongong, Australia, is looking to recruit two PhD students to work on the following topics including, but not limited to, high-order visual representation, image retrieval, low-shot learning, deep unsupervised and semi-supervised learning, and long-tailed classification.
Each student will be supported by a full UOW PhD scholarship, including a Tuition fee scholarship and a stipend scholarship. The candidate must meet the entry requirements listed at this UOW website and is able to demonstrate knowledge in the fields relevant to computer vision, pattern recognition, and machine learning. Excellent Math and programming skills are highly desirable. Having publications at leading and well-regarded conferences and/or journals in the related fields is a big plus.
Should you have any questions related to this position, please do not hesitate to contact Lei Wang (leiw@uow.edu.au) or Peng Wang (pengw@uow.edu.au).
Dr. Lei Wang received the B.Eng and M.Eng from Southeast University, China in 1996 and 1999, respectively, and the Ph.D. from School of EEE in Nanyang Technological University, Singapore in 2004. He worked as research associate and research fellow in Nanyang Technological University from 2003 to 2005. After that, he joined the Department of Information Engineering, RSISE, The Australian National University as research fellow. In Jan 2007, he was awarded the Australian Postdoctoral Fellowship by the Australian Research Council and worked as APD research fellow from 2007 to 2009. In May 2009, he was awarded the Early Career Researcher Award by Australian Academy of Science and Australian Research Council. From Jan 2010, he works as Fellow in School of Engineering of the College of Engineering and Computer Science. Now he is associate professor of Faculty of Engineering and Information Sciences of University of Wollongong. He established and leads the group VILA (Visual Information Learning and Analysis).
His research interest lies in machine learning, pattern recognition and computer vision. For machine learning and pattern recognition, he is interested in feature selection, model selection, and kernel-based learning methods. For computer vision, he is interested in content-based image retrieval and generic image categorisation. Besides, he has broad interest in the topics in the fields of pattern recognition and data analysis.
Lei Wang's research expertise is in the fields of pattern recognition and machine learning, with the application to computer vision, biomedical imaging, and bioinformatics. He has published extensively in these fields, with about 160 peer-reviewed research articles to date. Among the journals and conferences that he regularly publishes his research in, many of them are ERA A*/A (or tier Q1 or ranked top 10-20% in its disciplines) outlets, including the top-ranked conferences such as CVPR, ICCV, ECCV, NIPS, AAAI and MICCAI, and the prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence (ranked among top 2 of the 121 journals in the categories of computer science and artificial intelligence according to Journal Citation Report), IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Biomedical Engineering, Journal of Machine Learning Research, Pattern Recognition, IEEE Transactions on Image Processing, and IEEE Journal of Biomedical and Health Informatics, to name a few.
According to Google Scholar, the total number of citations of his publications is close to 5000, the i-10 index is 78, and the h-index is 35 (checked on April 2020). The most cited publications in his track record are on pattern recognition and machine learning.
Year | Title |
---|---|
2020 |
Published In
Journal of Ambient Intelligence and Humanized Computing
|
2020 |
Published In
Computers, Materials and Continua
|
2020 |
Published In
Concurrency and Computation: Practice and Experience
|
2020 |
Published In
International Journal of Computer Vision
|
2020 |
Published In
Medical Image Analysis
|
2020 |
Published In
International Journal of Applied Earth Observation and Geoinformation
|
2020 |
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
2020 |
Published In
Advances in experimental medicine and biology
|
2020 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2020 |
Published In
IEEE Transactions on Circuits and Systems for Video Technology
|
2020 |
Published In
Chemical Communications
|
2020 |
Published In
Briefings in Bioinformatics
|
2020 |
Published In
Computers, Materials and Continua
|
2019 |
Published In
IEEE Transactions on Medical Imaging
|
2019 |
Published In
Lecture Notes in Computer Science
|
2019 |
Published In
IEEE Transactions on Image Processing
|
2019 |
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
2019 |
Published In
IEEE Transactions on Medical Imaging
|
2019 |
Published In
IEEE Transactions on Affective Computing
|
2019 |
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
2019 |
Published In
Small
|
2019 |
Published In
Computers, Materials and Continua
|
2018 |
Published In
NeuroImage
|
2018 |
Published In
Neural Processing Letters
|
2018 |
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
2018 |
Published In
Journal of Intelligent and Robotic Systems: theory and applications
|
2018 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2018 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2018 |
Published In
Lecture Notes in Computer Science
|
2018 |
Published In
IEEE Access
|
2017 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2017 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2017 |
Published In
IEEE Transactions on Image Processing
|
2017 |
Published In
IEEE Journal of Biomedical and Health Informatics
|
2017 |
Published In
Nano Energy
|
2017 |
Published In
Pattern Recognition
|
2017 |
Published In
Pattern Recognition
|
2017 |
Published In
IEEE Transactions on Multimedia
|
2016 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2016 |
Published In
Magnetic Resonance in Medicine
|
2016 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2016 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2016 |
Published In
IEEE Transactions on Multimedia
|
2015 |
Published In
Pattern Recognition
|
2015 |
Published In
IEEE Transactions on Image Processing
|
2015 |
Published In
IEEE Transactions on Biomedical Engineering
|
2015 |
Published In
Neurocomputing
|
2015 |
Published In
Journal of Sensors
|
2014 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2014 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2014 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2014 |
Published In
Proceedings - 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, I3A Workshop 2014
|
2014 |
Published In
Pattern Recognition
|
2014 |
Published In
Lecture Notes in Computer Science
|
2014 |
Published In
Lecture Notes in Computer Science
|
2014 |
Published In
International Journal of Computer Vision
|
2013 |
Published In
IEEE Transactions on Cybernetics
|
2013 |
Published In
IEEE Transactions on Cybernetics
|
2013 |
Published In
Knowledge and Information Systems
|
2013 |
Published In
IEEE Transactions on Knowledge and Data Engineering
|
2013 |
Published In
Journal of Sensors
|
2012 |
Published In
Neurocomputing
|
2012 |
Published In
Journal of Machine Learning Research
|
2010 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2010 |
Published In
Lecture Notes in Computer Science
|
2010 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2009 |
Published In
IEEE Transactions on Medical Imaging
|
2008 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2008 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2008 |
Published In
Engineering Applications of Artificial Intelligence
|
2008 |
Published In
IEEE Transactions on Cybernetics
|
2007 |
Published In
Lecture Notes in Computer Science
|
2007 |
Published In
Lecture Notes in Computer Science
|
2007 |
Published In
Lecture Notes in Computer Science
|
Year | Title |
---|---|
2017 |
Published In
Big Data Management and Processing
Publisher
Taylor & Francis Group
|
2015 |
Published In
Handbook of Mobile Teaching and Learning
Publisher
Heidelberg, Germany
|
2014 |
Published In
Support Vector Machines Applications
Publisher
Germany
|
2014 |
Published In
Support Vector Machines Applications
Publisher
Germany
|
2014 |
Published In
Machine Learning in Medical Imaging 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings
Publisher
Switzerland
|
2014 |
Published In
Support Vector Machines Applications
Publisher
Germany
|
Year | Title |
---|---|
2021 |
Published In
14th International Conference on Practical Applications of Computational Biology & Bioinformatics
|
2020 |
Published In
IEEE International Conference on Services Computing
|
2020 |
Published In
IEEE International Joint Conference on Neural Networks
|
2019 |
Published In
IEEE International Conference on Multimedia and Expo (ICME) 2019
|
2019 |
Published In
Proceedings of the IEEE International Conference on Computer Vision
|
2019 |
Published In
IEEE International Conference on Big Data (Big Data 2019)
|
2019 |
Published In
2019 Seventh International Conference on Advanced Cloud and Big Data (CBD)
|
2019 |
Published In
Proceedings of the IEEE International Conference on Computer Vision
|
2019 |
Published In
British Machine Vision Conference 2018, BMVC 2018
|
2018 |
Published In
IEEE International Symposium on Biomedical Imaging (ISBI 2018)
|
2018 |
Published In
ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval
|
2018 |
Published In
IEEE International Symposium on Biomedical Imaging
|
2018 |
Published In
2018 IEEE International Conference on Big Data (Big Data)
|
2018 |
Published In
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)
|
2017 |
Published In
16th International Conference on Bioinformatics (InCoB 2017)
|
2017 |
Published In
International Conference on Computer Supported Cooperative Work in Design
|
2017 |
Published In
IEEE International Conference on Multimedia and Expo (ICME)
|
2017 |
Leveraging Stacked Denoising Autoencoder in Prediction of Pathogen-Host Protein-Protein Interactions
Published In
IEEE 6th International Congress on Big Data
|
2017 |
Published In
31st AAAI Conference (AAAI 2017)
|
2017 |
Published In
30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017
|
2017 |
Published In
IEEE 6th International Congress on Big Data
|
2017 |
Published In
5th International Conference on Learning Representations, ICLR 2017 - Workshop Track Proceedings
|
2016 |
Published In
2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016
|
2016 |
Published In
2016 Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16)
|
2016 |
Published In
30th AAAI Conference on Artificial Intelligence, AAAI 2016
|
2016 |
Published In
2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016
|
2016 |
Published In
2016 IEEE International Congress on Big Data (BigData Congress)
|
2015 |
Published In
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence
|
2015 |
Published In
Proceedings of the IEEE International Conference on Computer Vision
|
2015 |
Published In
Lecture Notes in Computer Science: Computer Vision - ACCV 2014: 12th Asian Conference on Computer Vision Singapore
|
2014 |
Published In
22nd International Conference on Pattern Recognition (ICPR 2014)
|
2014 |
Published In
2014 IEEE Conference on Computer Vision and Pattern Recognition
|
2014 |
Published In
Advances in Neural Information Processing Systems
|
2014 |
Published In
Digital lmage Computing: Techniques and Applications (DlCTA), 2014 International Conference on
|
2014 |
Published In
The 17th International Conference on Medical Image Computing and ComputerAssisted Intervention (MICCAI 2014)
|
2014 |
Published In
Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI-14)
|
2013 |
Published In
IEEE Conference on Computer Vision and Pattern Recognition
|
2013 |
Published In
IEEE International Conference on Computer Vision
|
2013 |
Published In
2013 International Conference on Digital Image Computing: Techniques and Applications
|
2013 |
Published In
IEEE Conference on Computer Vision and Pattern Recognition
|
2013 |
Published In
IEEE International Conference on Computer Vision
|
2012 |
Published In
ICME 2012: IEEE International Conference on Multimedia and Expo
|
2012 |
Published In
CVPR 2012: IEEE Computer Society Conference on Computer Vision and Pattern Recognition
|
2011 |
Published In
IEEE CVPR 2011: IEEE Conference on Computer Vision and Pattern Recognition
|
2011 |
Published In
IEEE CVPR 2011: IEEE Conference on Computer Vision and Pattern Recognition
|
2011 |
Published In
MM '11 Proceedings of the 19th ACM international conference on Multimedia
|
2011 |
Published In
2011 IEEE International Conference on Computer Vision
|
2011 |
Published In
Proceedings of 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA)
|
2011 |
Published In
Proceedings of 2011 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI)
|
2010 |
Published In
10th Asian Conference on Computer Vision (ACCV)
|
2010 |
Published In
International Workshop on Social Media Analytics, in conjunction with the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
|
2010 |
Published In
Computer Science, Springer, the 9th Asian Conference on Computer Vision (ACCV)
|
2010 |
Published In
10th Asian Conference on Computer Vision (ACCV)
|
2010 |
Published In
Proceedings of Twentieth International Conference on Pattern Recognition (ICIP)
|
2010 |
Published In
Proceedings of Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI)
|
2010 |
Published In
11th European Conference on Computer Vision (ECCV)
|
2010 |
Published In
10th Asian Conference on Computer Vision (ACCV)
|
2010 |
Published In
Proceedings of Thirteenth International Workshop on Structural and Syntactic Pattern Recognition (S+SSPR)
|
2010 |
Published In
IEEE International Conference on Intelligence and Security Informatics
|
2010 |
Published In
Proceedings of the 25th International Conference on Image and Vision Computing New Zealand (IVCNZ)
|
2009 |
Published In
Proceedings of International Conference on Digital Image Computing - Techniques and Applications (DICTA)
|
2009 |
Published In
International Workshop on Vision and Control for Access Space (VCAS), in conjunction with the 9th Asian Conference on Computer Vision
|
2009 |
Published In
Proceedings of Advances in Neural Information Processing Systems (NIPS)
|
2009 |
Published In
Proceedings of International Conference on Image and Vision Computing New Zealand (IVCNZ)
|
2008 |
Published In
10th European Conference on Computer Vision (ECCV)
|
2008 |
Published In
Proceedings of International Conference on Digital Image Computing - Techniques and Applications (DICTA)
|
2008 |
Published In
Digital Image Computing: Techniques and Applications (DICTA), 2008
|
2008 |
Published In
Proceedings of Advances in Neural Information Processing Systems (NIPS)
|
2008 |
Published In
11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
|
2007 |
Published In
2nd Beyond Patches Workshop, in conjunction with International Conference on Computer Vision and Pattern Recognition (CVPR)
|
Year | Title |
---|---|
2020 - 2023 | Funding Scheme: Ideas Grant |
2020 | Awarded by: Funding Scheme: Discovery Projects |
2010 | Awarded by: Funding Scheme: Linkage Projects |
Degree | Research Title | Advisee | |
---|---|---|---|
Doctor of Philosophy | Sample Adaptive based Instance Reteivad with Transfer Learning | Zhang, Zhongyan | |
Master of Philosophy | Text-based Guidance for Improved Image Retrieval | Comor, Ian | |
Doctor of Philosophy | Transfer Deep Learning with Applications to Smart Infrastructure and Visual Data Analysis | Ding, Yu | |
Doctor of Philosophy | Fine-grained Image Recognition using Deep Learning | Rahman, Saimunur | |
Master of Research - EIS | Domain ontology for quality of care indicators measured in Australian Residential Aged Care Facilities | Yin, Cedar | |
Master of Philosophy - EIS | Content-Based Image Retrieval with Symbolic Data Analysis and Explainable Artificial Intelligence | Chakraborty, Bela | |
Doctor of Philosophy | Analyzing And Recognition of Video Information Through Machine Learning | Sangrasi, Din | |
Doctor of Philosophy | Multi-sensor based system monitoring and defect indentification for wire arc additive manufacturing process | Yuxing, Li | |
Master of Philosophy - EIS | Research in Object Detection with Deep Network | Zhou, Zhexuan | |
Master of Research - EIS | Machine learning to understand agitation management for people with dementia in residential aged care | Ke, Jiang |
In particular, I extended my research work to discover, protect and disseminate the culture of local community. Supported by a 2016 UOW community engagement grant titled “Retrieving Lost Community Stories: Linking Regional Archival Photo Collections using Advanced Visual Technologies,” I worked with UOW library, Illawarra Museum and Wollongong City Libraries to link their archival photo collections to share information. Also, my work enables community members to unprecedentedly query these collections with photos from their old family albums to discover lost stories. In doing so, my research work well supports the way that community connects with local history, by innovating community’s access to digital archival photo material. A demonstration website is being built to show the local community all the functions.
Building 3 Room 219
School of SCIT, University of Wollongong
Wollongong
NSW
2522
Australia
Lei Wang's research expertise is in the fields of pattern recognition and machine learning, with the application to computer vision, biomedical imaging, and bioinformatics. He has published extensively in these fields, with about 160 peer-reviewed research articles to date. Among the journals and conferences that he regularly publishes his research in, many of them are ERA A*/A (or tier Q1 or ranked top 10-20% in its disciplines) outlets, including the top-ranked conferences such as CVPR, ICCV, ECCV, NIPS, AAAI and MICCAI, and the prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence (ranked among top 2 of the 121 journals in the categories of computer science and artificial intelligence according to Journal Citation Report), IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Biomedical Engineering, Journal of Machine Learning Research, Pattern Recognition, IEEE Transactions on Image Processing, and IEEE Journal of Biomedical and Health Informatics, to name a few.
According to Google Scholar, the total number of citations of his publications is close to 5000, the i-10 index is 78, and the h-index is 35 (checked on April 2020). The most cited publications in his track record are on pattern recognition and machine learning.
Year | Title |
---|---|
2020 |
Published In
Journal of Ambient Intelligence and Humanized Computing
|
2020 |
Published In
Computers, Materials and Continua
|
2020 |
Published In
Concurrency and Computation: Practice and Experience
|
2020 |
Published In
International Journal of Computer Vision
|
2020 |
Published In
Medical Image Analysis
|
2020 |
Published In
International Journal of Applied Earth Observation and Geoinformation
|
2020 |
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
2020 |
Published In
Advances in experimental medicine and biology
|
2020 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2020 |
Published In
IEEE Transactions on Circuits and Systems for Video Technology
|
2020 |
Published In
Chemical Communications
|
2020 |
Published In
Briefings in Bioinformatics
|
2020 |
Published In
Computers, Materials and Continua
|
2019 |
Published In
IEEE Transactions on Medical Imaging
|
2019 |
Published In
Lecture Notes in Computer Science
|
2019 |
Published In
IEEE Transactions on Image Processing
|
2019 |
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
2019 |
Published In
IEEE Transactions on Medical Imaging
|
2019 |
Published In
IEEE Transactions on Affective Computing
|
2019 |
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
2019 |
Published In
Small
|
2019 |
Published In
Computers, Materials and Continua
|
2018 |
Published In
NeuroImage
|
2018 |
Published In
Neural Processing Letters
|
2018 |
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
2018 |
Published In
Journal of Intelligent and Robotic Systems: theory and applications
|
2018 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2018 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2018 |
Published In
Lecture Notes in Computer Science
|
2018 |
Published In
IEEE Access
|
2017 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2017 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2017 |
Published In
IEEE Transactions on Image Processing
|
2017 |
Published In
IEEE Journal of Biomedical and Health Informatics
|
2017 |
Published In
Nano Energy
|
2017 |
Published In
Pattern Recognition
|
2017 |
Published In
Pattern Recognition
|
2017 |
Published In
IEEE Transactions on Multimedia
|
2016 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2016 |
Published In
Magnetic Resonance in Medicine
|
2016 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2016 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2016 |
Published In
IEEE Transactions on Multimedia
|
2015 |
Published In
Pattern Recognition
|
2015 |
Published In
IEEE Transactions on Image Processing
|
2015 |
Published In
IEEE Transactions on Biomedical Engineering
|
2015 |
Published In
Neurocomputing
|
2015 |
Published In
Journal of Sensors
|
2014 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2014 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2014 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2014 |
Published In
Proceedings - 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, I3A Workshop 2014
|
2014 |
Published In
Pattern Recognition
|
2014 |
Published In
Lecture Notes in Computer Science
|
2014 |
Published In
Lecture Notes in Computer Science
|
2014 |
Published In
International Journal of Computer Vision
|
2013 |
Published In
IEEE Transactions on Cybernetics
|
2013 |
Published In
IEEE Transactions on Cybernetics
|
2013 |
Published In
Knowledge and Information Systems
|
2013 |
Published In
IEEE Transactions on Knowledge and Data Engineering
|
2013 |
Published In
Journal of Sensors
|
2012 |
Published In
Neurocomputing
|
2012 |
Published In
Journal of Machine Learning Research
|
2010 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2010 |
Published In
Lecture Notes in Computer Science
|
2010 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2009 |
Published In
IEEE Transactions on Medical Imaging
|
2008 |
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
2008 |
Published In
IEEE Transactions on Neural Networks and Learning Systems
|
2008 |
Published In
Engineering Applications of Artificial Intelligence
|
2008 |
Published In
IEEE Transactions on Cybernetics
|
2007 |
Published In
Lecture Notes in Computer Science
|
2007 |
Published In
Lecture Notes in Computer Science
|
2007 |
Published In
Lecture Notes in Computer Science
|
Year | Title |
---|---|
2017 |
Published In
Big Data Management and Processing
Publisher
Taylor & Francis Group
|
2015 |
Published In
Handbook of Mobile Teaching and Learning
Publisher
Heidelberg, Germany
|
2014 |
Published In
Support Vector Machines Applications
Publisher
Germany
|
2014 |
Published In
Support Vector Machines Applications
Publisher
Germany
|
2014 |
Published In
Machine Learning in Medical Imaging 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings
Publisher
Switzerland
|
2014 |
Published In
Support Vector Machines Applications
Publisher
Germany
|
Year | Title |
---|---|
2021 |
Published In
14th International Conference on Practical Applications of Computational Biology & Bioinformatics
|
2020 |
Published In
IEEE International Conference on Services Computing
|
2020 |
Published In
IEEE International Joint Conference on Neural Networks
|
2019 |
Published In
IEEE International Conference on Multimedia and Expo (ICME) 2019
|
2019 |
Published In
Proceedings of the IEEE International Conference on Computer Vision
|
2019 |
Published In
IEEE International Conference on Big Data (Big Data 2019)
|
2019 |
Published In
2019 Seventh International Conference on Advanced Cloud and Big Data (CBD)
|
2019 |
Published In
Proceedings of the IEEE International Conference on Computer Vision
|
2019 |
Published In
British Machine Vision Conference 2018, BMVC 2018
|
2018 |
Published In
IEEE International Symposium on Biomedical Imaging (ISBI 2018)
|
2018 |
Published In
ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval
|
2018 |
Published In
IEEE International Symposium on Biomedical Imaging
|
2018 |
Published In
2018 IEEE International Conference on Big Data (Big Data)
|
2018 |
Published In
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)
|
2017 |
Published In
16th International Conference on Bioinformatics (InCoB 2017)
|
2017 |
Published In
International Conference on Computer Supported Cooperative Work in Design
|
2017 |
Published In
IEEE International Conference on Multimedia and Expo (ICME)
|
2017 |
Leveraging Stacked Denoising Autoencoder in Prediction of Pathogen-Host Protein-Protein Interactions
Published In
IEEE 6th International Congress on Big Data
|
2017 |
Published In
31st AAAI Conference (AAAI 2017)
|
2017 |
Published In
30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017
|
2017 |
Published In
IEEE 6th International Congress on Big Data
|
2017 |
Published In
5th International Conference on Learning Representations, ICLR 2017 - Workshop Track Proceedings
|
2016 |
Published In
2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016
|
2016 |
Published In
2016 Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16)
|
2016 |
Published In
30th AAAI Conference on Artificial Intelligence, AAAI 2016
|
2016 |
Published In
2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016
|
2016 |
Published In
2016 IEEE International Congress on Big Data (BigData Congress)
|
2015 |
Published In
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence
|
2015 |
Published In
Proceedings of the IEEE International Conference on Computer Vision
|
2015 |
Published In
Lecture Notes in Computer Science: Computer Vision - ACCV 2014: 12th Asian Conference on Computer Vision Singapore
|
2014 |
Published In
22nd International Conference on Pattern Recognition (ICPR 2014)
|
2014 |
Published In
2014 IEEE Conference on Computer Vision and Pattern Recognition
|
2014 |
Published In
Advances in Neural Information Processing Systems
|
2014 |
Published In
Digital lmage Computing: Techniques and Applications (DlCTA), 2014 International Conference on
|
2014 |
Published In
The 17th International Conference on Medical Image Computing and ComputerAssisted Intervention (MICCAI 2014)
|
2014 |
Published In
Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI-14)
|
2013 |
Published In
IEEE Conference on Computer Vision and Pattern Recognition
|
2013 |
Published In
IEEE International Conference on Computer Vision
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2013 |
Published In
2013 International Conference on Digital Image Computing: Techniques and Applications
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2013 |
Published In
IEEE Conference on Computer Vision and Pattern Recognition
|
2013 |
Published In
IEEE International Conference on Computer Vision
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2012 |
Published In
ICME 2012: IEEE International Conference on Multimedia and Expo
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2012 |
Published In
CVPR 2012: IEEE Computer Society Conference on Computer Vision and Pattern Recognition
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2011 |
Published In
IEEE CVPR 2011: IEEE Conference on Computer Vision and Pattern Recognition
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2011 |
Published In
IEEE CVPR 2011: IEEE Conference on Computer Vision and Pattern Recognition
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2011 |
Published In
MM '11 Proceedings of the 19th ACM international conference on Multimedia
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2011 |
Published In
2011 IEEE International Conference on Computer Vision
|
2011 |
Published In
Proceedings of 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA)
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2011 |
Published In
Proceedings of 2011 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI)
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2010 |
Published In
10th Asian Conference on Computer Vision (ACCV)
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2010 |
Published In
International Workshop on Social Media Analytics, in conjunction with the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
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2010 |
Published In
Computer Science, Springer, the 9th Asian Conference on Computer Vision (ACCV)
|
2010 |
Published In
10th Asian Conference on Computer Vision (ACCV)
|
2010 |
Published In
Proceedings of Twentieth International Conference on Pattern Recognition (ICIP)
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2010 |
Published In
Proceedings of Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI)
|
2010 |
Published In
11th European Conference on Computer Vision (ECCV)
|
2010 |
Published In
10th Asian Conference on Computer Vision (ACCV)
|
2010 |
Published In
Proceedings of Thirteenth International Workshop on Structural and Syntactic Pattern Recognition (S+SSPR)
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2010 |
Published In
IEEE International Conference on Intelligence and Security Informatics
|
2010 |
Published In
Proceedings of the 25th International Conference on Image and Vision Computing New Zealand (IVCNZ)
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2009 |
Published In
Proceedings of International Conference on Digital Image Computing - Techniques and Applications (DICTA)
|
2009 |
Published In
International Workshop on Vision and Control for Access Space (VCAS), in conjunction with the 9th Asian Conference on Computer Vision
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2009 |
Published In
Proceedings of Advances in Neural Information Processing Systems (NIPS)
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2009 |
Published In
Proceedings of International Conference on Image and Vision Computing New Zealand (IVCNZ)
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2008 |
Published In
10th European Conference on Computer Vision (ECCV)
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2008 |
Published In
Proceedings of International Conference on Digital Image Computing - Techniques and Applications (DICTA)
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2008 |
Published In
Digital Image Computing: Techniques and Applications (DICTA), 2008
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2008 |
Published In
Proceedings of Advances in Neural Information Processing Systems (NIPS)
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2008 |
Published In
11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
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2007 |
Published In
2nd Beyond Patches Workshop, in conjunction with International Conference on Computer Vision and Pattern Recognition (CVPR)
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Year | Title |
---|---|
2020 - 2023 | Funding Scheme: Ideas Grant |
2020 | Awarded by: Funding Scheme: Discovery Projects |
2010 | Awarded by: Funding Scheme: Linkage Projects |
Degree | Research Title | Advisee | |
---|---|---|---|
Doctor of Philosophy | Sample Adaptive based Instance Reteivad with Transfer Learning | Zhang, Zhongyan | |
Master of Philosophy | Text-based Guidance for Improved Image Retrieval | Comor, Ian | |
Doctor of Philosophy | Transfer Deep Learning with Applications to Smart Infrastructure and Visual Data Analysis | Ding, Yu | |
Doctor of Philosophy | Fine-grained Image Recognition using Deep Learning | Rahman, Saimunur | |
Master of Research - EIS | Domain ontology for quality of care indicators measured in Australian Residential Aged Care Facilities | Yin, Cedar | |
Master of Philosophy - EIS | Content-Based Image Retrieval with Symbolic Data Analysis and Explainable Artificial Intelligence | Chakraborty, Bela | |
Doctor of Philosophy | Analyzing And Recognition of Video Information Through Machine Learning | Sangrasi, Din | |
Doctor of Philosophy | Multi-sensor based system monitoring and defect indentification for wire arc additive manufacturing process | Yuxing, Li | |
Master of Philosophy - EIS | Research in Object Detection with Deep Network | Zhou, Zhexuan | |
Master of Research - EIS | Machine learning to understand agitation management for people with dementia in residential aged care | Ke, Jiang |
In particular, I extended my research work to discover, protect and disseminate the culture of local community. Supported by a 2016 UOW community engagement grant titled “Retrieving Lost Community Stories: Linking Regional Archival Photo Collections using Advanced Visual Technologies,” I worked with UOW library, Illawarra Museum and Wollongong City Libraries to link their archival photo collections to share information. Also, my work enables community members to unprecedentedly query these collections with photos from their old family albums to discover lost stories. In doing so, my research work well supports the way that community connects with local history, by innovating community’s access to digital archival photo material. A demonstration website is being built to show the local community all the functions.
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