Girija Chetty

发表

Multimodal Face-Gait Fusion for Biometric Person Authentication

Emdad Hossain, Girija Chetty, G. Chetty, 2011, 2011 IFIP 9th International Conference on Embedded and Ubiquitous Computing.

Deep Learning Based Spam Detection System

Girija Chetty, Hieu Bui, Matthew White, 2019, 2019 International Conference on Machine Learning and Data Engineering (iCMLDE).

Identity Retrieval in Biometric Access Control Systems Using Multimedia Fusion

Girija Chetty, Renuka Biswas, Julian Goodwin, 2010, ICONIP.

Advanced Biometric Technologies

Girija Chetty, 2014 .

Uninformative Frame Detection in Colonoscopy Through Motion, Edge and Color Features

Olivier Salvado, Jurgen Fripp, Girija Chetty, 2015, CARE@MICCAI.

Deep Neural Models for Chronic Disease Status Detection in Free Text Clinical Records

Girija Chetty, Kunal Rajput, Rachel Davey, 2018, 2018 IEEE International Conference on Data Mining Workshops (ICDMW).

Enhancing Clinical Name Entity Recognition Based on Hybrid Deep Learning Scheme

Girija Chetty, Robert Phan, Thoai Luu, 2019, 2019 International Conference on Data Mining Workshops (ICDMW).

Audio-visual multilevel fusion for speech and speaker recognition

Michael Wagner, Girija Chetty, 2008, INTERSPEECH.

UCBN: A New Audio-Visual Broadcast News Corpus for Multimodal Speaker Verification Studies

Michael Wagner, Girija Chetty, 2006 .

Deep Learning Based Biomedical NER Framework

Girija Chetty, Rachel Davey, Robert Phan, 2018, 2018 IEEE Symposium Series on Computational Intelligence (SSCI).

Multimodal feature fusion for video forgery detection

Girija Chetty, Matthew Lipton, 2010, 2010 13th International Conference on Information Fusion.

Illumination Invariant Efficient Face Recognition Using a Single Training Image

Kanad K. Biswas, Girija Chetty, Madasu Hanmandlu, 2015, 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Machine Learning Based Models for Cardiovascular Risk Prediction

Girija Chetty, Rachel Davey, Nitten S. Rajliwall, 2018, 2018 International Conference on Machine Learning and Data Engineering (iCMLDE).

Customer Life Time Value Model Framework Using Gradient Boost Trees with RANSAC Response Regularization

Girija Chetty, Lavneet Singh, Nancy Kaur, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Cardiovascular Risk Prediction Based on XGBoost

Girija Chetty, Rachel Davey, Nitten S. Rajliwall, 2018, 2018 5th Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE).

Multifactor fusion for audio-visual speaker recognition

Dat Tran, Girija Chetty, 2007 .

Fuzzy texture descriptors for early diagnosis of osteoarthritis

Sushmita Mitra, Girija Chetty, Jennie M. Scarvell, 2013, 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Liveness Verification in Audio-Video Speaker Authentication

Michael Wagner, Girija Chetty, 2004 .

A Novel Shape Transformation Approach for Quantizing Facial Expressions

Girija Chetty, G. Chetty, 2008, 2008 Digital Image Computing: Techniques and Applications.

Digital Video Tamper Detection Based on Multimodal Fusion of Residue Features

Girija Chetty, Rashmi Singh, Monica Biswas, 2010, 2010 Fourth International Conference on Network and System Security.

Blind and passive digital video tamper detection based on multimodal fusion

Girija Chetty, G. Chetty, 2010, ICC 2010.

Impact Rating Scales on Recommender System and Using Deep Learning and Neural Network Models to Improve Rating Prediction

Girija Chetty, Maram Almaghrabi, 2018, 2018 5th Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE).

Face-Voice Authentication Based on 3D Face Models

Michael Wagner, Girija Chetty, 2006, ACCV.

Video Data Mining based on Information Fusion for Tamper Detection

Girija Chetty, Renuka Biswas, 2011 .

Multimodal Identity Verification Based on Learning Face and Gait Cues

Emdad Hossain, Girija Chetty, 2011, ICONIP.

Audio-Video Person Authentication Based on 3D Facial Feature Warping

Michael Wagner, Girija Chetty, 2005, Digital Image Computing: Techniques and Applications (DICTA'05).

Using Hybrid Neural Networks for Identifying the Brain Abnormalities from MRI Structural Images

Dharmendra Sharma, Girija Chetty, Lavneet Singh, 2012, ICONIP.

Feature Selection and Energy Management for wireless Sensor Networks

Girija Chetty, Moh'd Alwadi, G. Chetty, 2012 .

An Optimal Approach for Pruning Annular Regularized Extreme Learning Machines

Girija Chetty, Lavneet Singh, G. Chetty, 2014, 2014 IEEE International Conference on Data Mining Workshop.

Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes

Dat Tran, Dharmendra Sharma, Girija Chetty, 2012, ICONIP.

A smart fusion framework for multimodal object, activity and event detection

Girija Chetty, Mohammad Yamin, 2016, 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom).

Audiovisual speaker identity verification based on cross modal fusion

Michael Wagner, Girija Chetty, 2007, AVSP.

Voice Operated Mobile Robot for Physically Impaired

Girija Chetty, 1998 .

Spatiotemporal person authentication based on multilevel fusion

Girija Chetty, Michael Wagner, 2007 .

Face recognition based on Gabor features

Dat Tran, Xu Huang, Girija Chetty, 2011, 3rd European Workshop on Visual Information Processing.

Anti-spoofing: Face

Girija Chetty, Michael Wagner, 2014 .

Combination of Physiological and Behavioral Biometric for Human Identification

Emdad Hossain, Girija Chetty, 2012, MLDM.

Development of a Smart e-Health Portal for Chronic Disease Management

Girija Chetty, Maryam Haddad, G. Chetty, 2012, ICA3PP.

Anti-spoofing, Face

Michael Wagner, Girija Chetty, 2015, Encyclopedia of Biometrics.

A new Approach to Bayesian Method for Face Recognition

Girija Chetty, Xu Huang, Dat Tran, 2012, ICIP 2012.

Plenary lecture 7: digital video tamper and forgery detection techniques

Girija Chetty, 2010 .

Automated visibility map of the internal colon surface from colonoscopy video

Olivier Salvado, Girija Chetty, Cédric Dumas, 2016, International Journal of Computer Assisted Radiology and Surgery.

Genetic algorithms for the travelling salesman problem: a crossover comparison

Girija Chetty, Mohammad Yamin, Tariq Alqura'n Alzyadat, 2017, International Journal of Information Technology.

A Novel Feature Selection Scheme for Energy Efficient Wireless Sensor Networks

Girija Chetty, Mohammad Alwadi, 2012, ICA3PP.

Password Less System Security Using Multimodal Biometric Fusion

Dat Tran, Dharmendra Sharma, Girija Chetty, 2007, IICAI.

Biometric person authentication with liveness detection based on audio-visual fusion

Michael Wagner, Girija Chetty, M. Wagner, 2009, Int. J. Biom..

Speaking faces for face-voice speaker identity verification

Michael Wagner, Girija Chetty, 2006, INTERSPEECH.

Information Fusion for Identity Verification

Girija Chetty, Monica Singh, 2011 .

Lifting Wavelet Transform based Fast Watermarking of Video Summaries using Extreme Learning Machine

Girija Chetty, Charu Agarwal, Anurag Mishra, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Optimization of Scaling Factors for Image Watermarking Using Harmony Search Algorithm

Girija Chetty, Charu Agarwal, Anurag Mishra, 2018, ICCSA.

Audio Visual Speaker Verification Based on Hybrid Fusion of Cross Modal Features

Michael Wagner, Girija Chetty, 2007, PReMI.

A Multilevel NER Framework for Automatic Clinical Name Entity Recognition

Girija Chetty, Rachel Davey, Robert Phan, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).

Multimodal Fusion for Robust Identity Authentication: Role of Liveness Checks

Emdad Hossain, Girija Chetty, 2011 .

Smart Phone Based Data Mining for Human Activity Recognition

Girija Chetty, Matthew White, Farnaz Akther, 2015 .

Investigating feature-level fusion for checking liveness in face-voice authentication

Michael Wagner, Girija Chetty, 2005, Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005..

A novel image watermarking scheme using Extreme Learning Machine

Girija Chetty, Anurag Mishra, Amita Goel, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

A New Approach for Constructing Missing Features Values

Dat Tran, Dharmendra Sharma, Girija Chetty, 2012 .

Multimodal Feature Learning for Gait Biometric Based Human Identity Recognition

Emdad Hossain, Girija Chetty, G. Chetty, 2013, ICONIP.

Multimodal speaker verification using ancillary known speaker characteristics such as gender or age

Michael Wagner, Girija Chetty, 2009, INTERSPEECH.

Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy

Olivier Salvado, Girija Chetty, Cédric Dumas, 2015, MICCAI.

The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012

Aranildo R. Lima, Wei Wang, Brendan McCane, 2012, IJCNN.

RANSAC Multi Model Response Regression based Pruned Extreme Learning Machines for Multiclass problems

Girija Chetty, Lavneet Singh, 2014, Aust. J. Intell. Inf. Process. Syst..

Detecting Liveness in Multimodal Biometric Security Systems

Girija Chetty, G. Chetty, 2009 .

Body sensor networks for human activity recognition

Girija Chetty, Matthew White, G. Chetty, 2016, 2016 3rd International Conference on Signal Processing and Integrated Networks (SPIN).

Next Generation Identity Verification Based on Face-Gait Biometrics

Girija Chetty, S. M. E. Hossain, 2011 .

A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images

Dharmendra Sharma, Girija Chetty, Lavneet Singh, 2012, PRIB.

Classification of gender and face based on gradient faces

Dat Tran, Xu Huang, Girija Chetty, 2011, 3rd European Workshop on Visual Information Processing.

Reliability score based multimodal fusion for biometric person authentication

Michael Wagner, Girija Chetty, 2008 .

Liveness detection using cross-modal correlations in face-voice person authentication

Michael Wagner, Girija Chetty, 2005, INTERSPEECH.

Person identification in surveillance video using gait biometric cues

Emdad Hossain, Girija Chetty, 2012, 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery.

Multimodal Biometric Database for Person Identification and Gait Analysis

Girija Chetty, 2015 .

Blind Image Tamper Detection Based on Multimodal Fusion

Girija Chetty, Matthew White, Monica Singh, 2010, ICONIP.

Face gender classification based on active appearance model and fuzzy k-nearest neighbors

Girija Chetty, Xu Huang, Dat Tran, 2012, ICIP 2012.

Biometric liveness detection based on cross modal fusion

Girija Chetty, G. Chetty, 2009, 2009 12th International Conference on Information Fusion.

Electric field obstacle avoidance

Girija Chetty, Robin A Russell, 1997 .

Protein Folding Recognition

Girija Chetty, Lavneet Singh, G. Chetty, 2014 .

Integrated teaching technique for management of digital signal processing education

Girija Chetty, 1996 .

Novel Metrics for Face Recognition Using Local Binary Patterns

Dat Tran, Xu Huang, Girija Chetty, 2011, KES.

Multimodal fuzzy fusion for biometric identity management

Dharmendra Sharma, Girija Chetty, Dat Tran, 2007 .

Multimodal Biometric Gait Database: A Comparison Study

Emdad Hossain, Girija Chetty, 2014 .

Electric Field Based Obstacle Avoidance

Girija Chetty, Andrew R. Russell, G. Chetty, 1998 .

"liveness" Verification in Audio-video Authentication

Michael Wagner, Girija Chetty, M. Wagner, 2004, INTERSPEECH.

A Deep Learning Based Collaborative Neural Network Framework for Recommender System

Girija Chetty, Maram Almaghrabi, G. Chetty, 2018, 2018 International Conference on Machine Learning and Data Engineering (iCMLDE).

A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines

Dharmendra Sharma, Girija Chetty, Lavneet Singh, 2012, ICONIP.

A Virtual Sensor Network Framework for Vehicle Quality Evaluation

Girija Chetty, Mohammad Yamin, Moh'd Alwadi, 2018 .

A robust spatio-temporal face modelling approach using 3D multimodal fusion for biometric security applications

Girija Chetty, Michael Wagner, 2008, SPIE Defense + Commercial Sensing.

Robust Audio Visual Biometric Person Authentication with Liveness Verification

Girija Chetty, 2010, Intelligent Multimedia Analysis for Security Applications.

The Big Australian Speech Corpus (The Big ASC)

Dominique Estival, Takaaki Kuratate, Anne Cutler, 2010 .

Optimized Pruned Annular Extreme Learning Machines

Girija Chetty, Lavneet Singh, 2014, AusDM.

An Integrated Teaching Technique For Wagement Of Digital Signal Processing Education

Girija Chetty, 1996, Fourth International Symposium on Signal Processing and Its Applications.

Face Gender Recognition Based on 2D Principal Component Analysis and Support Vector Machine

Dat Tran, Xu Huang, Girija Chetty, 2010, 2010 Fourth International Conference on Network and System Security.

Robust face-voice based speaker identity verification using multilevel fusion

Michael Wagner, Girija Chetty, 2008, Image Vis. Comput..

Analysing the Robust EEG Channel Set for Person Authentication

Wanli Ma, Dat Tran, Girija Chetty, 2015, ICONIP.

Risk Factors Identification for Heart Disease in Unstructured Dataset using Deep Learning Approach

Girija Chetty, Kunal Rajput, Rachel Davey, 2019, 2019 International Conference on Data Mining Workshops (ICDMW).

A Novel Approach to Protein Structure Prediction Using PCA Based Extreme Learning Machines and Multiple Kernels

Dharmendra Sharma, Girija Chetty, Lavneet Singh, 2012, ICA3PP.

A Novel Sensor Selection Scheme for Energy Efficient Environment Monitoring of Wireless Sensor Networks

Girija Chetty, Mohammad Alwadi, 2015 .

Audio-Video Biometric System with Liveness Checks

Girija Chetty, Michael Wagner, 2005 .

Video to the rescue

Michael Wagner, Girija Chetty, 2006 .

Fuzzy and Markov models for keystroke biometrics authentication

Wanli Ma, Dat Tran, Dharmendra Sharma, 2007 .

Fuzzy Normalisation Methods for Typist Verification

Wanli Ma, Dat Tran, Dharmendra Sharma, 2007, IMECS.

Nonintrusive Image Tamper Detection Based on Fuzzy Fusion

Girija Chetty, Monica Singh, G. Chetty, 2010 .

Neural Network Based Signal Processing Scheme For Automatic Tool Wear Recognition

Girija Chetty, 1996, Fourth International Symposium on Signal Processing and Its Applications.

Biometric liveness checking using multimodal fuzzy fusion

Girija Chetty, G. Chetty, 2010, International Conference on Fuzzy Systems.

Multimedia sensor fusion for retrieving identity in biometric access control systems

Girija Chetty, Matthew White, G. Chetty, 2010, TOMCCAP.

Feature Selection Techniques on Thyroid, Hepatitis, and Breast Cancer Datasets

Dat Tran, Girija Chetty, Mohammad Ashraf, 2013 .

Multimodal activity recognition based on automatic feature discovery

Girija Chetty, Anurag Mishra, Monica Singh, 2014, 2014 International Conference on Computing for Sustainable Global Development (INDIACom).

Migration to Cloud Computing: a Sample Survey Based on a Research in Progress on the Investigation of Standard Based Interoperability Protocols for the Convergence of Cloud Computing, Servcie Oriented Architecture and Enterprise Architecture

Girija Chetty, Susan Sutherland, 2014 .

SECURE IMAGE WATERMARKING IN COMPRESSED ENCRYPTED DOMAIN USING ASWDR COMPRESSION AND PAILLIER CRYPTOSYSTEM

Girija Chetty, Sarika Jain, Anurag Mishra, 2017 .

Investigation into Interoperability in Cloud Computing: An Architectural Model

Girija Chetty, Susan Sutherland, 2016, J. Comput..

Email Personalization and User Profiling Using RANSAC Multi Model Response Regression Based Optimized Pruning Extreme Learning Machines and Gradient Boosting Trees

Girija Chetty, Lavneet Singh, 2015, ICONIP.

Gait Based Human Identity Recognition from Multi-view Surveillance Videos

Emdad Hossain, Girija Chetty, 2012, ICA3PP.

Gait recognition based on gait pal and pal entropy image

Neha Jain, Girija Chetty, Madasu Hanmandlu, 2013, 2013 IEEE International Conference on Image Processing.

A distributed smart fusion framework based on hard and soft sensors

Girija Chetty, Mohammad Yamin, G. Chetty, 2017 .

Summary of Linkage Infrastructure, Equipment and Facilities Proposals by State and Organisation

Takaaki Kuratate, Anne Cutler, Mohammed Bennamoun, 2010 .

Audio-visual multimodal fusion for biometric person authentication and liveness verification

Michael Wagner, Girija Chetty, M. Wagner, 2006 .

Blind Video Tamper Detection Based on Fusion of Source Features

Girija Chetty, Julian Goodwin, G. Chetty, 2011, 2011 International Conference on Digital Image Computing: Techniques and Applications.

A Hybrid Approach to Increase the Performance of Protein Folding Recognition Using Support Vector Machines

Dharmendra Sharma, Girija Chetty, Lavneet Singh, 2012, MLDM.

Multiclass microarray gene expression classification based on fusion of correlation features

Girija Chetty, Madhu Chetty, 2010, 2010 13th International Conference on Information Fusion.

Audio-visual mutual dependency models for biometric liveness checks

Michael Wagner, Roland Göcke, Girija Chetty, 2009, AVSP.

A Novel Scene Based Robust Video Watermarking Scheme in DWT Domain Using Extreme Learning Machine

Girija Chetty, Arpita Sharma, Anurag Mishra, 2014 .

Large-Scale Evaluation

Matti Pietikäinen, Girija Chetty, Tinne Tuytelaars, 2009, Encyclopedia of Biometrics.

Design and Development of Model Robots: A New Dimension in the Delivery of Electronic and Computer Engineering Programs

Girija Chetty, G. Chetty, 2000 .

Speaker Identification Using Glottal-Source Waveforms and Support-Vector-Machine Modelling

David Vandyke, Michael Wagner, Girija Chetty, 2012 .

Distributed Face Recognition: A Multiagent Approach

Dharmendra Sharma, Girija Chetty, 2006, KES.

Automatic Clinical Speech Recognition for CLEF 2015 eHealth Challenge

Girija Chetty, Leif Hanlen, Rachel Davey, 2015, CLEF.

A multi-modal gait based human identity recognition system based on surveillance videos

Emdad Hossain, Girija Chetty, 2012, 2012 6th International Conference on Signal Processing and Communication Systems.

Biomedical Named Entity Recognition Based on Hybrid Multistage CNN-RNN Learner

Girija Chetty, Rachel Davey, Robert Phan, 2018, 2018 International Conference on Machine Learning and Data Engineering (iCMLDE).

Automatic Brain Image Analysis Based on Multimodal Deep Learning Scheme

Girija Chetty, Matthew White, Monica Singh, 2019, 2019 International Conference on Machine Learning and Data Engineering (iCMLDE).

Chronic disease risk monitoring based on an innovative predictive modelling framework

Girija Chetty, Rachel Davey, Nitten S. Rajliwall, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Knowledge-based object recognition system

Girija Chetty, Narendra Deshpande, 1995, IEA/AIE '95.

A Novel Multimodal Data Analytic Scheme for Human Activity Recognition

Girija Chetty, Mohammad Yamin, 2014, ICISO.

Sensor Selection Scheme in Temperature Wireless Sensor Network pdf

Girija Chetty, Mohammad Alwadi, 2015, ArXiv.

Performance Analysis of Deep Neural Models for Automatic Identification of Disease Status

Girija Chetty, Rachel Davey, Kunal Rajput, 2018, 2018 International Conference on Machine Learning and Data Engineering (iCMLDE).

Turbine characteristic simulation using microcontroller based DC motor drive

Girija Chetty, Madhu Chetty, 1997 .

A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities

Girija Chetty, Lavneet Singh, G. Chetty, 2012, AusDM.

A Novel Data Mining Testbed for User Centred Modelling and Personalisation of Digital Library Services

Girija Chetty, Maram Abdulrahman Almaghrabi, 2017, 2017 IEEE 13th International Conference on e-Science (e-Science).

SENSOR SELECTION SCHEME IN WIRELESS SENSOR NETWORKS : A NEW ROUTING APPROACH

Girija Chetty, Mohammad Alwadi, 2015 .

Liveness Assurance in Face Authentication

Michael Wagner, Girija Chetty, 2009, Encyclopedia of Biometrics.

Fusion of Gait Biometric Cues from Different View Points for Human Identification in Surveillance video

Emdad Hossain, Girija Chetty, 2012, ICIT 2012.

Understanding the Brain via fMRI Classification

Girija Chetty, Lavneet Singh, G. Chetty, 2014 .

Electric field based sensing for underwater vehicle guidance

Girija Chetty, A. Russell, 1998, Proceedings of the 2nd International Conference on Bioelectromagnetism (Cat. No.98TH8269).

Multi-view Gait Fusion for Large Scale Human Identification in Surveillance Videos

Emdad Hossain, Girija Chetty, 2012, ACIVS.

Energy Efficient Data Mining Scheme for Big Data Biodiversity Environment

Girija Chetty, Mohammad Alwadi, 2014 .

A blueprint for a comprehensive Australian English auditory-visual speech corpus

Takaaki Kuratate, Anne Cutler, Mohammed Bennamoun, 2009 .

Audiovisual speaker identity verification based on lip motion features

Michael Wagner, Girija Chetty, 2007, INTERSPEECH.

A Comparative Study of Recognition of Speech Using Improved MFCC Algorithms and Rasta Filters

Girija Chetty, Lavneet Singh, 2012, ICISTM.

Clinical Name Entity Recognition Based on Recurrent Neural Networks

Girija Chetty, Rachel Davey, Robert Phan, 2018, 2018 18th International Conference on Computational Science and Applications (ICCSA).

PHIs (Protected Health Information) identification from free text clinical records based on machine learning

Girija Chetty, Kunal Rajput, Rachel Davey, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

A Robust Speaking Face Modelling Approach Based on Multilevel Fusion

Michael Wagner, Girija Chetty, 2007, 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007).

Digital Image Tamper Detection Based on Multimodal Fusion of Residue Features

Girija Chetty, Julian Goodwin, Monica Singh, 2010, ACIVS.

Energy Efficient Data Mining Scheme for High Dimensional Data

Girija Chetty, Mohammad Alwadi, G. Chetty, 2015 .

Comparison of image reconstruction techniques for underwater robotic vehicle

Girija Chetty, Robin A Russell, 1998 .

Comparitive Evaluation of Simple Control Methods for a Position Control System

Matthew Joordens, Girija Chetty, 1995 .

An Agent Based Multifactor Biometric Security System

Dharmendra Sharma, Girija Chetty, Bala M. Balachandran, 2008, KES.

Intelligent Object Recognition for Manufacturing Applications

Girija Chetty, Narendra Deshpande, 1995 .