Knowledge-Based Object Recognition System. - Girija Chetty; Narendra Deshpande (IEA/AIE, 1995)

Neural Network Based Signal Processing Scheme For Automatic Tool Wear Recognition. - Girija Chetty (ISSPA, 1996)

An Integrated Teaching Technique For Wagement Of Digital Signal Processing Education. - Girija Chetty (ISSPA, 1996)

"liveness" verification in audio-video authentication. - Michael Wagner 004; Girija Chetty (INTERSPEECH, 2004)

Audio-Video Person Authentication Based on 3D Facial Feature Warping. - Girija Chetty; Michael Wagner 004 (DICTA, 2005)

Liveness detection using cross-modal correlations in face-voice person authentication. - Girija Chetty; Michael Wagner 004 (INTERSPEECH, 2005)

Investigating feature-level fusion for checking liveness in face-voice authentication. - Girija Chetty; Michael Wagner 004 (ISSPA, 2005)

Face-Voice Authentication Based on 3D Face Models. - Girija Chetty; Michael Wagner 004 (ACCV (1), 2006)

Speaking faces for face-voice speaker identity verification. - Girija Chetty; Michael Wagner 004 (INTERSPEECH, 2006)

Distributed Face Recognition: A Multiagent Approach. - Girija Chetty; Dharmendra Sharma 001 (KES (3), 2006)

Audiovisual speaker identity verification based on cross modal fusion. - Girija Chetty; Michael Wagner 004 (AVSP, 2007)

A Robust Speaking Face Modelling Approach Based on Multilevel Fusion. - Girija Chetty; Michael Wagner 004 (DICTA, 2007)

Password Less System Security Using Multimodal Biometric Fusion. - Girija Chetty; Dat Tran 001; Dharmendra Sharma 001; Bala M. Balachandran (IICAI, 2007)

Fuzzy Normalisation Methods for Typist Verification. - Dat Tran 001; Wanli Ma; Dharmendra Sharma 001; Girija Chetty (IMECS, 2007)

Audiovisual speaker identity verification based on lip motion features. - Girija Chetty; Michael Wagner 004 (INTERSPEECH, 2007)

Audio Visual Speaker Verification Based on Hybrid Fusion of Cross Modal Features. - Girija Chetty; Michael Wagner 004 (PReMI, 2007)

A multilevel fusion approach for audiovisual emotion recognition. - Girija Chetty; Michael Wagner 004 (AVSP, 2008)

A Novel Shape Transformation Approach for Quantizing Facial Expressions. - Girija Chetty (DICTA, 2008)

Audio-visual multilevel fusion for speech and speaker recognition. - Girija Chetty; Michael Wagner 004 (INTERSPEECH, 2008)

An Agent Based Multifactor Biometric Security System. - Girija Chetty; Dharmendra Sharma 001; Bala M. Balachandran (KES (3), 2008)

Robust face-voice based speaker identity verification using multilevel fusion. - Girija Chetty; Michael Wagner 004 (Image Vis. Comput., 2008)

Audio-visual mutual dependency models for biometric liveness checks. - Girija Chetty; Roland Göcke; Michael Wagner 004 (AVSP, 2009)

Biometric liveness detection based on cross modal fusion. - Girija Chetty (FUSION, 2009)

Multimodal speaker verification using ancillary known speaker characteristics such as gender or age. - Girija Chetty; Michael Wagner 004 (INTERSPEECH, 2009)

Multiclass Microarray Gene Expression Analysis Based on Mutual Dependency Models. - Girija Chetty; Madhu Chetty (PRIB, 2009)

Biometric person authentication with liveness detection based on audio-visual fusion. - Girija Chetty; Michael Wagner 004 (Int. J. Biom., 2009)

Liveness Assurance in Face Authentication. - Michael Wagner 004; Girija Chetty (Encyclopedia of Biometrics, 2009)

Digital Image Tamper Detection Based on Multimodal Fusion of Residue Features. - Girija Chetty; Julian Goodwin; Monica Singh (ACIVS (2), 2010)

Multiclass microarray gene expression classification based on fusion of correlation features. - Girija Chetty; Madhu Chetty (FUSION, 2010)

Multimodal feature fusion for video forgery detection. - Girija Chetty; Matthew Lipton (FUSION, 2010)

Biometric liveness checking using multimodal fuzzy fusion. - Girija Chetty (FUZZ-IEEE, 2010)

Identity Retrieval in Biometric Access Control Systems Using Multimedia Fusion. - Girija Chetty; Renuka Biswas; Julian Goodwin (ICONIP (2), 2010)

Blind Image Tamper Detection Based on Multimodal Fusion. - Girija Chetty; Monica Singh; Matthew White (ICONIP (2), 2010)

Face Gender Recognition Based on 2D Principal Component Analysis and Support Vector Machine. - Len Bui; Dat Tran 001; Xu Huang 001; Girija Chetty (NSS, 2010)

Digital Video Tamper Detection Based on Multimodal Fusion of Residue Features. - Girija Chetty; Monica Biswas; Rashmi Singh (NSS, 2010)

Multimedia sensor fusion for retrieving identity in biometric access control systems. - Girija Chetty; Matthew White (ACM Trans. Multim. Comput. Commun. Appl., 2010)

Robust Audio Visual Biometric Person Authentication with Liveness Verification. - Girija Chetty (Intelligent Multimedia Analysis for Security Applications, 2010)

Relation Learning - A New Approach to Face Recognition. - Len Bui; Dat Tran 001; Xu Huang 001; Girija Chetty (ACIVS, 2011)

Blind Video Tamper Detection Based on Fusion of Source Features. - Julian Goodwin; Girija Chetty (DICTA, 2011)

Multimodal Face-Gait Fusion for Biometric Person Authentication. - Emdad Hossain; Girija Chetty (EUC, 2011)

Face recognition based on Gabor features. - Len Bui; Dat Tran 001; Xu Huang 001; Girija Chetty (EUVIP, 2011)

Classification of gender and face based on gradient faces. - Len Bui; Dat Tran 001; Xu Huang 001; Girija Chetty (EUVIP, 2011)

Multimodal Identity Verification Based on Learning Face and Gait Cues. - Emdad Hossain; Girija Chetty (ICONIP (3), 2011)

Novel Metrics for Face Recognition Using Local Binary Patterns. - Len Bui; Dat Tran 001; Xu Huang 001; Girija Chetty (KES (1), 2011)

Multi-view Gait Fusion for Large Scale Human Identification in Surveillance Videos. - Emdad Hossain; Girija Chetty (ACIVS, 2012)

A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities. - Lavneet Singh; Girija Chetty (AusDM, 2012)

Person identification in surveillance video using gait biometric cues. - Emdad Hossain; Girija Chetty (FSKD, 2012)

A Novel Feature Selection Scheme for Energy Efficient Wireless Sensor Networks. - Mohammad Alwadi; Girija Chetty (ICA3PP (2), 2012)

Development of a Smart e-Health Portal for Chronic Disease Management. - Maryam Haddad; Girija Chetty (ICA3PP (2), 2012)

Gait Based Human Identity Recognition from Multi-view Surveillance Videos. - Emdad Hossain; Girija Chetty (ICA3PP (2), 2012)

A Novel Approach to Protein Structure Prediction Using PCA Based Extreme Learning Machines and Multiple Kernels. - Lavneet Singh; Girija Chetty; Dharmendra Sharma 001 (ICA3PP (2), 2012)

A Comparative Study of Recognition of Speech Using Improved MFCC Algorithms and Rasta Filters. - Lavneet Singh; Girija Chetty (ICISTM, 2012)

Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes. - Mohammad Ashraf; Girija Chetty; Dat Tran 001; Dharmendra Sharma 001 (ICONIP (4), 2012)

A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines. - Lavneet Singh; Girija Chetty; Dharmendra Sharma 001 (ICONIP (4), 2012)

Using Hybrid Neural Networks for Identifying the Brain Abnormalities from MRI Structural Images. - Lavneet Singh; Girija Chetty; Dharmendra Sharma 001 (ICONIP (5), 2012)

A multi-modal gait based human identity recognition system based on surveillance videos. - Emdad Hossain; Girija Chetty (ICSPCS, 2012)

A novel image watermarking scheme using Extreme Learning Machine. - Anurag Mishra; Amita Goel; Rampal Singh; Girija Chetty; Lavneet Singh (IJCNN, 2012)

Combination of Physiological and Behavioral Biometric for Human Identification. - Emdad Hossain; Girija Chetty (MLDM, 2012)

A Hybrid Approach to Increase the Performance of Protein Folding Recognition Using Support Vector Machines. - Lavneet Singh; Girija Chetty; Dharmendra Sharma 001 (MLDM, 2012)

Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos. - Emdad Hossain; Girija Chetty; Roland Goecke (MPRSS, 2012)

A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images. - Lavneet Singh; Girija Chetty; Dharmendra Sharma 001 (PRIB, 2012)

Fuzzy texture descriptors for early diagnosis of osteoarthritis. - Girija Chetty; Jennie M. Scarvell; Sushmita Mitra (FUZZ-IEEE, 2013)

Gait recognition based on gait pal and pal entropy image. - M. Jeevan; Neha Jain; Madasu Hanmandlu; Girija Chetty (ICIP, 2013)

Multimodal Feature Learning for Gait Biometric Based Human Identity Recognition. - Emdad Hossain; Girija Chetty (ICONIP (2), 2013)

Optimized Pruned Annular Extreme Learning Machines. - Lavneet Singh; Girija Chetty (AusDM, 2014)

An Optimal Approach for Pruning Annular Regularized Extreme Learning Machines. - Lavneet Singh; Girija Chetty (ICDM Workshops, 2014)

A Novel Multimodal Data Analytic Scheme for Human Activity Recognition. - Girija Chetty; Mohammad Yamin (ICISO, 2014)

RANSAC Multi Model Response Regression based Pruned Extreme Learning Machines for Multiclass problems. - Lavneet Singh; Girija Chetty (Aust. J. Intell. Inf. Process. Syst., 2014)

Automatic Clinical Speech Recognition for CLEF 2015 eHealth Challenge. - Thoai Man Luu; Robert Phan; Rachel Davey; Leif Hanlen; Girija Chetty (CLEF (Working Notes), 2015)

Illumination Invariant Efficient Face Recognition Using a Single Training Image. - Bharat Lal Jangid; K. K. Biswas; Madasu Hanmandlu; Girija Chetty (DICTA, 2015)

Analysing the Robust EEG Channel Set for Person Authentication. - Salahiddin Altahat; Girija Chetty; Dat Tran 001; Wanli Ma (ICONIP (4), 2015)

Email Personalization and User Profiling Using RANSAC Multi Model Response Regression Based Optimized Pruning Extreme Learning Machines and Gradient Boosting Trees. - Lavneet Singh; Girija Chetty (ICONIP (1), 2015)

Uninformative Frame Detection in Colonoscopy Through Motion, Edge and Color Features. - Mohammad Ali Armin; Girija Chetty; Jurgen Fripp; Hans de Visser; Cédric Dumas; Amir Fazlollahi; Florian Grimpen; Olivier Salvado (CARE@MICCAI, 2015)

Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy. - Mohammad Ali Armin; Hans de Visser; Girija Chetty; Cédric Dumas; David Conlan; Florian Grimpen; Olivier Salvado (MICCAI (1), 2015)

Sensor Selection Scheme in Temperature Wireless Sensor Network. - Mohammad Alwadi; Girija Chetty (CoRR, 2015)

Anti-spoofing, Face. - Michael Wagner 004; Girija Chetty (Encyclopedia of Biometrics, 2015)

Automated visibility map of the internal colon surface from colonoscopy video. - Mohammad Ali Armin; Girija Chetty; Hans de Visser; Cédric Dumas; Florian Grimpen; Olivier Salvado (Int. J. Comput. Assist. Radiol. Surg., 2016)

Investigation into Interoperability in Cloud Computing: An Architectural Model. - Susan Sutherland; Girija Chetty (J. Comput., 2016)

A Novel Data Mining Testbed for User Centred Modelling and Personalisation of Digital Library Services. - Maram Abdulrahman Almaghrabi; Girija Chetty (eScience, 2017)

A Multilevel NER Framework for Automatic Clinical Name Entity Recognition. - Thoai Man Luu; Robert Phan; Rachel Davey; Girija Chetty (ICDM Workshops, 2017)

Chronic disease risk monitoring based on an innovative predictive modelling framework. - Nitten S. Rajliwall; Girija Chetty; Rachel Davey (SSCI, 2017)

PHIs (Protected Health Information) identification from free text clinical records based on machine learning. - Kunal Rajput; Girija Chetty; Rachel Davey (SSCI, 2017)

Clinical Name Entity Recognition Based on Recurrent Neural Networks. - Thoai Man Luu; Robert Phan; Rachel Davey; Girija Chetty (ICCSA (6), 2018)

Optimization of Scaling Factors for Image Watermarking Using Harmony Search Algorithm. - Anurag Mishra; Charu Agarwal; Girija Chetty (ICCSA (4), 2018)

Deep Neural Models for Chronic Disease Status Detection in Free Text Clinical Records. - Kunal Rajput; Girija Chetty; Rachel Davey (ICDM Workshops, 2018)

Lifting Wavelet Transform based Fast Watermarking of Video Summaries using Extreme Learning Machine. - Anurag Mishra; Charu Agarwal; Girija Chetty (IJCNN, 2018)

Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal Dimensions. - Anurag Mishra; Khushwant Sehra; Girija Chetty (IJCNN, 2018)

Customer Life Time Value Model Framework Using Gradient Boost Trees with RANSAC Response Regularization. - Lavneet Singh; Nancy Kaur; Girija Chetty (IJCNN, 2018)

Deep Learning Based Biomedical NER Framework. - Robert Phan; Thoai Man Luu; Rachel Davey; Girija Chetty (SSCI, 2018)

Embodied Conversational Agents and Interactive Virtual Humans for Training Simulators. - Girija Chetty; Matthew White (AVSP, 2019)

HOG Based Facial Recognition Approach Using Viola Jones Algorithm and Extreme Learning Machine. - Khushwant Sehra; Ankit Rajpal; Anurag Mishra; Girija Chetty (ICCSA (5), 2019)

Enhancing Clinical Name Entity Recognition Based on Hybrid Deep Learning Scheme. - Robert Phan; Thoai Man Luu; Rachel Davey; Girija Chetty (ICDM Workshops, 2019)

Risk Factors Identification for Heart Disease in Unstructured Dataset using Deep Learning Approach. - Kunal Rajput; Girija Chetty; Rachel Davey (ICDM Workshops, 2019)

Deep Learning with XGBoost for Real Estate Appraisal. - Yun Zhao; Girija Chetty; Dat Tran 001 (SSCI, 2019)

Multilingual Sentiment Recommendation System based on Multilayer Convolutional Neural Networks (MCNN) and Collaborative Filtering based Multistage Deep Neural Network Models (CFMDNN). - Maram Almaghrabi; Girija Chetty (AICCSA, 2020)

Improving Sentiment Analysis in Arabic and English Languages by Using Multi-Layer Perceptron Model (MLP). - Maram Almaghrabi; Girija Chetty (DSAA, 2020)

Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network. - Tariq Alzyadat; Stephan Praet; Girija Chetty; Roland Goecke; David Hughes; Dinesh Kumar; Marijke Welvaert; Nicole Vlahovich; Gordon Waddington (MLMI@MICCAI, 2020)

MS UNet: Multi-scale 3D UNet for Brain Tumor Segmentation. - Parvez Ahmad; Saqib Qamar; Linlin Shen; Syed Qasim Afser Rizvi; Aamir Ali; Girija Chetty (BrainLes@MICCAI (2), 2021)

Deep Learning for Real-Time Malaria Parasite Detection and Counting Using YOLO-mp. - Anand Koirala; Meena Jha; Srinivas Bodapati; Animesh Mishra; Girija Chetty; Praveen Kishore Sahu; Sanjib Mohanty; Timir Kanta Padhan; Jyoti Mattoo; Ajat Hukkoo (IEEE Access, 2022)

"Where does it hurt?": Exploring EDA Signals to Detect and Localise Acute Pain. - Sumair Aziz; Muhammad Umar Khan; Niraj Hirachan; Girija Chetty; Roland Goecke; Raul Fernandez Rojas (EMBC, 2023)

Automatic deep learning-based pleural effusion segmentation in lung ultrasound images. - Damjan Vukovic; Andrew Wang; Maria Antico; Marian Steffens; Igor Ruvinov; Ruud J. G. van Sloun; David Canty; Alistair Royse; Colin Royse; Kavi Haji; Jason Dowling; Girija Chetty; et al. (BMC Medical Informatics Decis. Mak., 2023)

Semantic Segmentation and Pathology Localization in Lung Ultrasound Images Using Transfer Learning. - Nancy Kaur; Girija Chetty (ISCMI, 2024)

Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis. - Muhammad Umar Khan; Maryam Sousani; Niraj Hirachan; Calvin Joseph; Maryam Ghahramani; Girija Chetty; Roland Goecke; Raul Fernandez Rojas (Sensors, 2024)

A two-stage architecture for identifying and locating the source of pain using novel multi-domain binary patterns of EDA. - Sumair Aziz; Calvin Joseph; Niraj Hirachan; Luke Murtagh; Girija Chetty; Roland Goecke; Raul Fernandez Rojas (Biomed. Signal Process. Control., 2025)

Empirically Transformed Energy Patterns: A novel approach for capturing fNIRS signal dynamics in pain assessment. - Muhammad Umar Khan; Sumair Aziz; Luke Murtagh; Girija Chetty; Roland Goecke; Raul Fernandez Rojas (Comput. Biol. Medicine, 2025)

Inverse kinematics solution for a six-degree-of-freedom upper limb rehabilitation robot using deep learning models. - Muhammad Faizan Shah; Naveed Ahmad Khan; Prashant K. Jamwal; Girija Chetty; Roland Goecke; Shahid Hussain 003 (Neural Comput. Appl., 2025)