Girija Chetty

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 26

Top Topics

Convolutional Neural Network

Fractal Dimensions

Extreme Learning Machines

Top Venues

Publications

Muhammad Umar Khan, Maryam Sousani, Niraj Hirachan, Calvin Joseph, Maryam Ghahramani, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis. Sensors 24 (2) (2024)
Sumair Aziz, Muhammad Umar Khan, Niraj Hirachan, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
"Where does it hurt?": Exploring EDA Signals to Detect and Localise Acute Pain. EMBC (2023)
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, Davide Fontanarosa
Automatic deep learning-based pleural effusion segmentation in lung ultrasound images. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Anand Koirala, Meena Jha, Srinivas Bodapati, Animesh Mishra, Girija Chetty, Praveen Kishore Sahu, Sanjib Mohanty, Timir Kanta Padhan, Jyoti Mattoo, Ajat Hukkoo
Deep Learning for Real-Time Malaria Parasite Detection and Counting Using YOLO-mp. IEEE Access 10 (2022)
Parvez Ahmad, Saqib Qamar, Linlin Shen, Syed Qasim Afser Rizvi, Aamir Ali, Girija Chetty
MS UNet: Multi-scale 3D UNet for Brain Tumor Segmentation. BrainLes@MICCAI (2) (2021)
Maram Almaghrabi, Girija Chetty
Multilingual Sentiment Recommendation System based on Multilayer Convolutional Neural Networks (MCNN) and Collaborative Filtering based Multistage Deep Neural Network Models (CFMDNN). AICCSA (2020)
Tariq Alzyadat, Stephan Praet, Girija Chetty, Roland Goecke, David Hughes, Dinesh Kumar, Marijke Welvaert, Nicole Vlahovich, Gordon Waddington
Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network. MLMI@MICCAI (2020)
Maram Almaghrabi, Girija Chetty
Improving Sentiment Analysis in Arabic and English Languages by Using Multi-Layer Perceptron Model (MLP). DSAA (2020)
Yun Zhao, Girija Chetty, Dat Tran
Deep Learning with XGBoost for Real Estate Appraisal. SSCI (2019)
Kunal Rajput, Girija Chetty, Rachel Davey
Risk Factors Identification for Heart Disease in Unstructured Dataset using Deep Learning Approach. ICDM Workshops (2019)
Robert Phan, Thoai Man Luu, Rachel Davey, Girija Chetty
Enhancing Clinical Name Entity Recognition Based on Hybrid Deep Learning Scheme. ICDM Workshops (2019)
Girija Chetty, Matthew White
Embodied Conversational Agents and Interactive Virtual Humans for Training Simulators. AVSP (2019)
Khushwant Sehra, Ankit Rajpal, Anurag Mishra, Girija Chetty
HOG Based Facial Recognition Approach Using Viola Jones Algorithm and Extreme Learning Machine. ICCSA (5) (2019)
Anurag Mishra, Charu Agarwal, Girija Chetty
Optimization of Scaling Factors for Image Watermarking Using Harmony Search Algorithm. ICCSA (4) (2018)
Kunal Rajput, Girija Chetty, Rachel Davey
Deep Neural Models for Chronic Disease Status Detection in Free Text Clinical Records. ICDM Workshops (2018)
Anurag Mishra, Khushwant Sehra, Girija Chetty
Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal Dimensions. IJCNN (2018)
Anurag Mishra, Charu Agarwal, Girija Chetty
Lifting Wavelet Transform based Fast Watermarking of Video Summaries using Extreme Learning Machine. IJCNN (2018)
Thoai Man Luu, Robert Phan, Rachel Davey, Girija Chetty
Clinical Name Entity Recognition Based on Recurrent Neural Networks. ICCSA (6) (2018)
Lavneet Singh, Nancy Kaur, Girija Chetty
Customer Life Time Value Model Framework Using Gradient Boost Trees with RANSAC Response Regularization. IJCNN (2018)
Robert Phan, Thoai Man Luu, Rachel Davey, Girija Chetty
Deep Learning Based Biomedical NER Framework. SSCI (2018)
Kunal Rajput, Girija Chetty, Rachel Davey
PHIs (Protected Health Information) identification from free text clinical records based on machine learning. SSCI (2017)
Nitten S. Rajliwall, Girija Chetty, Rachel Davey
Chronic disease risk monitoring based on an innovative predictive modelling framework. SSCI (2017)
Thoai Man Luu, Robert Phan, Rachel Davey, Girija Chetty
A Multilevel NER Framework for Automatic Clinical Name Entity Recognition. ICDM Workshops (2017)
Maram Abdulrahman Almaghrabi, Girija Chetty
A Novel Data Mining Testbed for User Centred Modelling and Personalisation of Digital Library Services. eScience (2017)
Susan Sutherland, Girija Chetty
Investigation into Interoperability in Cloud Computing: An Architectural Model. J. Comput. 11 (2) (2016)
Mohammad Ali Armin, Girija Chetty, Hans de Visser, Cédric Dumas, Florian Grimpen, Olivier Salvado
Automated visibility map of the internal colon surface from colonoscopy video. Int. J. Comput. Assist. Radiol. Surg. 11 (9) (2016)
Lavneet Singh, Girija Chetty
Email Personalization and User Profiling Using RANSAC Multi Model Response Regression Based Optimized Pruning Extreme Learning Machines and Gradient Boosting Trees. ICONIP (1) (2015)
Thoai Man Luu, Robert Phan, Rachel Davey, Leif Hanlen, Girija Chetty
Automatic Clinical Speech Recognition for CLEF 2015 eHealth Challenge. CLEF (Working Notes) (2015)
Mohammad Ali Armin, Hans de Visser, Girija Chetty, Cédric Dumas, David Conlan, Florian Grimpen, Olivier Salvado
Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy. MICCAI (1) (2015)
Mohammad Alwadi, Girija Chetty
Sensor Selection Scheme in Temperature Wireless Sensor Network. CoRR (2015)
Mohammad Ali Armin, Girija Chetty, Jurgen Fripp, Hans de Visser, Cédric Dumas, Amir Fazlollahi, Florian Grimpen, Olivier Salvado
Uninformative Frame Detection in Colonoscopy Through Motion, Edge and Color Features. CARE@MICCAI (2015)
Salahiddin Altahat, Girija Chetty, Dat Tran, Wanli Ma
Analysing the Robust EEG Channel Set for Person Authentication. ICONIP (4) (2015)
Bharat Lal Jangid, K. K. Biswas, Madasu Hanmandlu, Girija Chetty
Illumination Invariant Efficient Face Recognition Using a Single Training Image. DICTA (2015)
Lavneet Singh, Girija Chetty
RANSAC Multi Model Response Regression based Pruned Extreme Learning Machines for Multiclass problems. Aust. J. Intell. Inf. Process. Syst. 14 (2) (2014)
Lavneet Singh, Girija Chetty
Optimized Pruned Annular Extreme Learning Machines. AusDM (2014)
Girija Chetty, Mohammad Yamin
A Novel Multimodal Data Analytic Scheme for Human Activity Recognition. ICISO (2014)
Lavneet Singh, Girija Chetty
An Optimal Approach for Pruning Annular Regularized Extreme Learning Machines. ICDM Workshops (2014)
Girija Chetty, Jennie M. Scarvell, Sushmita Mitra
Fuzzy texture descriptors for early diagnosis of osteoarthritis. FUZZ-IEEE (2013)
Emdad Hossain, Girija Chetty
Multimodal Feature Learning for Gait Biometric Based Human Identity Recognition. ICONIP (2) (2013)
M. Jeevan, Neha Jain, Madasu Hanmandlu, Girija Chetty
Gait recognition based on gait pal and pal entropy image. ICIP (2013)
Lavneet Singh, Girija Chetty, Dharmendra Sharma
Using Hybrid Neural Networks for Identifying the Brain Abnormalities from MRI Structural Images. ICONIP (5) (2012)
Lavneet Singh, Girija Chetty, Dharmendra Sharma
A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images. PRIB (2012)
Emdad Hossain, Girija Chetty, Roland Goecke
Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos. MPRSS (2012)
Maryam Haddad, Girija Chetty
Development of a Smart e-Health Portal for Chronic Disease Management. ICA3PP (2) (2012)
Emdad Hossain, Girija Chetty
Multi-view Gait Fusion for Large Scale Human Identification in Surveillance Videos. ACIVS (2012)
Lavneet Singh, Girija Chetty, Dharmendra Sharma
A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines. ICONIP (4) (2012)
Lavneet Singh, Girija Chetty, Dharmendra Sharma
A Novel Approach to Protein Structure Prediction Using PCA Based Extreme Learning Machines and Multiple Kernels. ICA3PP (2) (2012)
Lavneet Singh, Girija Chetty
A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities. AusDM (2012)
Lavneet Singh, Girija Chetty, Dharmendra Sharma
A Hybrid Approach to Increase the Performance of Protein Folding Recognition Using Support Vector Machines. MLDM (2012)
Mohammad Ashraf, Girija Chetty, Dat Tran, Dharmendra Sharma
Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes. ICONIP (4) (2012)
Lavneet Singh, Girija Chetty
A Comparative Study of Recognition of Speech Using Improved MFCC Algorithms and Rasta Filters. ICISTM (2012)
Anurag Mishra, Amita Goel, Rampal Singh, Girija Chetty, Lavneet Singh
A novel image watermarking scheme using Extreme Learning Machine. IJCNN (2012)
Emdad Hossain, Girija Chetty
Combination of Physiological and Behavioral Biometric for Human Identification. MLDM (2012)
Emdad Hossain, Girija Chetty
A multi-modal gait based human identity recognition system based on surveillance videos. ICSPCS (2012)
Emdad Hossain, Girija Chetty
Person identification in surveillance video using gait biometric cues. FSKD (2012)
Mohammad Alwadi, Girija Chetty
A Novel Feature Selection Scheme for Energy Efficient Wireless Sensor Networks. ICA3PP (2) (2012)
Emdad Hossain, Girija Chetty
Gait Based Human Identity Recognition from Multi-view Surveillance Videos. ICA3PP (2) (2012)
Len Bui, Dat Tran, Xu Huang, Girija Chetty
Classification of gender and face based on gradient faces. EUVIP (2011)
Len Bui, Dat Tran, Xu Huang, Girija Chetty
Relation Learning - A New Approach to Face Recognition. ACIVS (2011)
Julian Goodwin, Girija Chetty
Blind Video Tamper Detection Based on Fusion of Source Features. DICTA (2011)
Len Bui, Dat Tran, Xu Huang, Girija Chetty
Novel Metrics for Face Recognition Using Local Binary Patterns. KES (1) (2011)
Emdad Hossain, Girija Chetty
Multimodal Face-Gait Fusion for Biometric Person Authentication. EUC (2011)
Emdad Hossain, Girija Chetty
Multimodal Identity Verification Based on Learning Face and Gait Cues. ICONIP (3) (2011)
Len Bui, Dat Tran, Xu Huang, Girija Chetty
Face recognition based on Gabor features. EUVIP (2011)
Girija Chetty, Matthew Lipton
Multimodal feature fusion for video forgery detection. FUSION (2010)
Girija Chetty
Biometric liveness checking using multimodal fuzzy fusion. FUZZ-IEEE (2010)
Len Bui, Dat Tran, Xu Huang, Girija Chetty
Face Gender Recognition Based on 2D Principal Component Analysis and Support Vector Machine. NSS (2010)
Girija Chetty, Monica Biswas, Rashmi Singh
Digital Video Tamper Detection Based on Multimodal Fusion of Residue Features. NSS (2010)
Girija Chetty, Monica Singh, Matthew White
Blind Image Tamper Detection Based on Multimodal Fusion. ICONIP (2) (2010)
Girija Chetty, Madhu Chetty
Multiclass microarray gene expression classification based on fusion of correlation features. FUSION (2010)
Girija Chetty, Matthew White
Multimedia sensor fusion for retrieving identity in biometric access control systems. ACM Trans. Multim. Comput. Commun. Appl. 6 (4) (2010)
Girija Chetty, Julian Goodwin, Monica Singh
Digital Image Tamper Detection Based on Multimodal Fusion of Residue Features. ACIVS (2) (2010)
Girija Chetty, Renuka Biswas, Julian Goodwin
Identity Retrieval in Biometric Access Control Systems Using Multimedia Fusion. ICONIP (2) (2010)
Girija Chetty
Biometric liveness detection based on cross modal fusion. FUSION (2009)
Girija Chetty, Madhu Chetty
Multiclass Microarray Gene Expression Analysis Based on Mutual Dependency Models. PRIB (2009)
Girija Chetty, Michael Wagner
Biometric person authentication with liveness detection based on audio-visual fusion. Int. J. Biom. 1 (4) (2009)
Girija Chetty, Michael Wagner
Multimodal speaker verification using ancillary known speaker characteristics such as gender or age. INTERSPEECH (2009)
Girija Chetty, Roland Göcke, Michael Wagner
Audio-visual mutual dependency models for biometric liveness checks. AVSP (2009)
Girija Chetty
A Novel Shape Transformation Approach for Quantizing Facial Expressions. DICTA (2008)
Girija Chetty, Michael Wagner
Audio-visual multilevel fusion for speech and speaker recognition. INTERSPEECH (2008)
Girija Chetty, Dharmendra Sharma, Bala M. Balachandran
An Agent Based Multifactor Biometric Security System. KES (3) (2008)
Girija Chetty, Michael Wagner
A multilevel fusion approach for audiovisual emotion recognition. AVSP (2008)
Girija Chetty, Michael Wagner
Robust face-voice based speaker identity verification using multilevel fusion. Image Vis. Comput. 26 (9) (2008)
Girija Chetty, Michael Wagner
Audiovisual speaker identity verification based on cross modal fusion. AVSP (2007)
Girija Chetty, Michael Wagner
Audiovisual speaker identity verification based on lip motion features. INTERSPEECH (2007)
Girija Chetty, Michael Wagner
Audio Visual Speaker Verification Based on Hybrid Fusion of Cross Modal Features. PReMI (2007)
Girija Chetty, Dat Tran, Dharmendra Sharma, Bala M. Balachandran
Password Less System Security Using Multimodal Biometric Fusion. IICAI (2007)
Dat Tran, Wanli Ma, Dharmendra Sharma, Girija Chetty
Fuzzy Normalisation Methods for Typist Verification. IMECS (2007)
Girija Chetty, Michael Wagner
A Robust Speaking Face Modelling Approach Based on Multilevel Fusion. DICTA (2007)
Girija Chetty, Dharmendra Sharma
Distributed Face Recognition: A Multiagent Approach. KES (3) (2006)
Girija Chetty, Michael Wagner
Speaking faces for face-voice speaker identity verification. INTERSPEECH (2006)
Girija Chetty, Michael Wagner
Face-Voice Authentication Based on 3D Face Models. ACCV (1) (2006)
Girija Chetty, Michael Wagner
Investigating feature-level fusion for checking liveness in face-voice authentication. ISSPA (2005)
Girija Chetty, Michael Wagner
Liveness detection using cross-modal correlations in face-voice person authentication. INTERSPEECH (2005)
Girija Chetty, Michael Wagner
Audio-Video Person Authentication Based on 3D Facial Feature Warping. DICTA (2005)
Michael Wagner, Girija Chetty
"liveness" verification in audio-video authentication. INTERSPEECH (2004)
Girija Chetty
An Integrated Teaching Technique For Wagement Of Digital Signal Processing Education. ISSPA (1996)
Girija Chetty
Neural Network Based Signal Processing Scheme For Automatic Tool Wear Recognition. ISSPA (1996)
Girija Chetty, Narendra Deshpande
Knowledge-Based Object Recognition System. IEA/AIE (1995)