Girija Chetty - RankMe

111 papers A 6B 12C 6Misc 7Journal 17Unranked 60

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Systematic Literature Review of Healthcare Embedded Systems Using AI-based Biosignal Analysis. ACM Comput. Surv. Sumair Aziz, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2026	J	`jnl`	A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems. ACM Comput. Surv. Muhammad Umar Khan, Girija Chetty, Roland Göcke, Raul Fernandez Rojas
2026	J	`jnl`	GIAFormer: A Gradient-Infused Attention and Transformer for Pain Assessment with EDA-fNIRS Fusion. Inf. Fusion Muhammad Umar Khan, Girija Chetty, Stefanos Gkikas, Manolis Tsiknakis, Roland Goecke, Raul Fernandez Rojas
2026	J	`jnl`	Pain intensity estimation via multimodal fusion: Leveraging ternary textures of derivatives in EDA and PPG signals. Biomed. Signal Process. Control. Muhammad Umar Khan, Niraj Hirachan, Calvin Joseph, Luke Murtagh, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2025	J	`jnl`	A two-stage architecture for identifying and locating the source of pain using novel multi-domain binary patterns of EDA. Biomed. Signal Process. Control. Sumair Aziz, Calvin Joseph, Niraj Hirachan, Luke Murtagh, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2025	J	`jnl`	Empirically Transformed Energy Patterns: A novel approach for capturing fNIRS signal dynamics in pain assessment. Comput. Biol. Medicine Muhammad Umar Khan, Sumair Aziz, Luke Murtagh, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2025	J	`jnl`	Inverse kinematics solution for a six-degree-of-freedom upper limb rehabilitation robot using deep learning models. Neural Comput. Appl. Muhammad Faizan Shah, Naveed Ahmad Khan, Prashant Kumar Jamwal, Girija Chetty, Roland Goecke, Shahid Hussain
2025	—	`conf`	Tri-Domain EEG-fNIRS Fusion Approach for Stroop-Based Cognitive Workload Classification. ACIS Isuri Wijechandra Manawadu, Monika Gahalawat, Raul Fernandez Rojas, Girija Chetty, Ramanathan Subramanian
2024	J	`jnl`	Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis. Sensors Muhammad Umar Khan, Maryam Sousani, Niraj Hirachan, Calvin Joseph, Maryam Ghahramani, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2024	—	`conf`	Semantic Segmentation and Pathology Localization in Lung Ultrasound Images Using Transfer Learning. ISCMI Nancy Kaur, Girija Chetty
2023	—	`conf`	"Where does it hurt?": Exploring EDA Signals to Detect and Localise Acute Pain. EMBC Sumair Aziz, Muhammad Umar Khan, Niraj Hirachan, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2023	J	`jnl`	Automatic deep learning-based pleural effusion segmentation in lung ultrasound images. BMC Medical Informatics Decis. Mak. 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
2022	J	`jnl`	Deep Learning for Real-Time Malaria Parasite Detection and Counting Using YOLO-mp. IEEE Access Anand Koirala, Meena Jha, Srinivas Bodapati, Animesh Mishra, Girija Chetty, Praveen Kishore Sahu, Sanjib Mohanty, Timir Kanta Padhan, Jyoti Mattoo, Ajat Hukkoo
2021	—	`conf`	MS UNet: Multi-scale 3D UNet for Brain Tumor Segmentation. BrainLes@MICCAI (2) Parvez Ahmad, Saqib Qamar, Linlin Shen, Syed Qasim Afser Rizvi, Aamir Ali, Girija Chetty
2020	—	`conf`	Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network. MLMI@MICCAI Tariq Alzyadat, Stephan Praet, Girija Chetty, Roland Goecke, David Hughes, Dinesh Kumar, Marijke Welvaert, Nicole Vlahovich, Gordon Waddington
2020	B	`conf`	Improving Sentiment Analysis in Arabic and English Languages by Using Multi-Layer Perceptron Model (MLP). DSAA Maram Almaghrabi, Girija Chetty
2020	C	`conf`	Multilingual Sentiment Recommendation System based on Multilayer Convolutional Neural Networks (MCNN) and Collaborative Filtering based Multistage Deep Neural Network Models (CFMDNN). AICCSA Maram Almaghrabi, Girija Chetty
2019	—	`conf`	Deep Learning with XGBoost for Real Estate Appraisal. SSCI Yun Zhao, Girija Chetty, Dat Tran
2019	—	`conf`	Embodied Conversational Agents and Interactive Virtual Humans for Training Simulators. AVSP Girija Chetty, Matthew White
2019	—	`conf`	Enhancing Clinical Name Entity Recognition Based on Hybrid Deep Learning Scheme. ICDM Workshops Robert Phan, Thoai Man Luu, Rachel Davey, Girija Chetty
2019	—	`conf`	HOG Based Facial Recognition Approach Using Viola Jones Algorithm and Extreme Learning Machine. ICCSA (5) Khushwant Sehra, Ankit Rajpal, Anurag Mishra, Girija Chetty
2019	—	`conf`	Risk Factors Identification for Heart Disease in Unstructured Dataset using Deep Learning Approach. ICDM Workshops Kunal Rajput, Girija Chetty, Rachel Davey
2018	—	`conf`	Clinical Name Entity Recognition Based on Recurrent Neural Networks. ICCSA (6) Thoai Man Luu, Robert Phan, Rachel Davey, Girija Chetty
2018	B	`conf`	Customer Life Time Value Model Framework Using Gradient Boost Trees with RANSAC Response Regularization. IJCNN Lavneet Singh, Nancy Kaur, Girija Chetty
2018	—	`conf`	Deep Learning Based Biomedical NER Framework. SSCI Robert Phan, Thoai Man Luu, Rachel Davey, Girija Chetty
2018	—	`conf`	Deep Neural Models for Chronic Disease Status Detection in Free Text Clinical Records. ICDM Workshops Kunal Rajput, Girija Chetty, Rachel Davey
2018	B	`conf`	Lifting Wavelet Transform based Fast Watermarking of Video Summaries using Extreme Learning Machine. IJCNN Anurag Mishra, Charu Agarwal, Girija Chetty
2018	B	`conf`	Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal Dimensions. IJCNN Anurag Mishra, Khushwant Sehra, Girija Chetty
2018	—	`conf`	Optimization of Scaling Factors for Image Watermarking Using Harmony Search Algorithm. ICCSA (4) Anurag Mishra, Charu Agarwal, Girija Chetty
2017	—	`conf`	A Multilevel NER Framework for Automatic Clinical Name Entity Recognition. ICDM Workshops Thoai Man Luu, Robert Phan, Rachel Davey, Girija Chetty
2017	—	`conf`	A Novel Data Mining Testbed for User Centred Modelling and Personalisation of Digital Library Services. eScience Maram Abdulrahman Almaghrabi, Girija Chetty
2017	—	`conf`	Chronic disease risk monitoring based on an innovative predictive modelling framework. SSCI Nitten S. Rajliwall, Girija Chetty, Rachel Davey
2017	—	`conf`	PHIs (Protected Health Information) identification from free text clinical records based on machine learning. SSCI Kunal Rajput, Girija Chetty, Rachel Davey
2016	J	`jnl`	Automated visibility map of the internal colon surface from colonoscopy video. Int. J. Comput. Assist. Radiol. Surg. Mohammad Ali Armin, Girija Chetty, Hans de Visser, Cédric Dumas, Florian Grimpen, Olivier Salvado
2016	J	`jnl`	Investigation into Interoperability in Cloud Computing: An Architectural Model. J. Comput. Susan Sutherland, Girija Chetty
2015	—	`conf`	Analysing the Robust EEG Channel Set for Person Authentication. ICONIP (4) Salahiddin Altahat, Girija Chetty, Dat Tran, Wanli Ma
2015	—	`ch.`	Anti-spoofing, Face. Encyclopedia of Biometrics Michael Wagner, Girija Chetty
2015	—	`conf`	Automatic Clinical Speech Recognition for CLEF 2015 eHealth Challenge. CLEF (Working Notes) Thoai Man Luu, Robert Phan, Rachel Davey, Leif Hanlen, Girija Chetty
2015	—	`conf`	Email Personalization and User Profiling Using RANSAC Multi Model Response Regression Based Optimized Pruning Extreme Learning Machines and Gradient Boosting Trees. ICONIP (1) Lavneet Singh, Girija Chetty
2015	Misc	`conf`	Illumination Invariant Efficient Face Recognition Using a Single Training Image. DICTA Bharat Lal Jangid, K. K. Biswas, Madasu Hanmandlu, Girija Chetty
2015	J	`jnl`	Sensor Selection Scheme in Temperature Wireless Sensor Network. CoRR Mohammad Alwadi, Girija Chetty
2015	—	`conf`	Uninformative Frame Detection in Colonoscopy Through Motion, Edge and Color Features. CARE@MICCAI Mohammad Ali Armin, Girija Chetty, Jurgen Fripp, Hans de Visser, Cédric Dumas, Amir Fazlollahi, Florian Grimpen, Olivier Salvado
2015	—	`conf`	Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy. MICCAI (1) Mohammad Ali Armin, Hans de Visser, Girija Chetty, Cédric Dumas, David Conlan, Florian Grimpen, Olivier Salvado
2014	—	`conf`	A Novel Multimodal Data Analytic Scheme for Human Activity Recognition. ICISO Girija Chetty, Mohammad Yamin
2014	—	`conf`	An Optimal Approach for Pruning Annular Regularized Extreme Learning Machines. ICDM Workshops Lavneet Singh, Girija Chetty
2014	Misc	`conf`	Optimized Pruned Annular Extreme Learning Machines. AusDM Lavneet Singh, Girija Chetty
2014	J	`jnl`	RANSAC Multi Model Response Regression based Pruned Extreme Learning Machines for Multiclass problems. Aust. J. Intell. Inf. Process. Syst. Lavneet Singh, Girija Chetty
2013	B	`conf`	Fuzzy texture descriptors for early diagnosis of osteoarthritis. FUZZ-IEEE Girija Chetty, Jennie M. Scarvell, Sushmita Mitra
2013	B	`conf`	Gait recognition based on gait pal and pal entropy image. ICIP M. Jeevan, Neha Jain, Madasu Hanmandlu, Girija Chetty
2013	—	`conf`	Multimodal Feature Learning for Gait Biometric Based Human Identity Recognition. ICONIP (2) Emdad Hossain, Girija Chetty
2012	Misc	`conf`	A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities. AusDM Lavneet Singh, Girija Chetty
2012	—	`conf`	A Comparative Study of Recognition of Speech Using Improved MFCC Algorithms and Rasta Filters. ICISTM Lavneet Singh, Girija Chetty
2012	—	`conf`	A Hybrid Approach to Increase the Performance of Protein Folding Recognition Using Support Vector Machines. MLDM Lavneet Singh, Girija Chetty, Dharmendra Sharma
2012	—	`conf`	A Novel Approach to Protein Structure Prediction Using PCA Based Extreme Learning Machines and Multiple Kernels. ICA3PP (2) Lavneet Singh, Girija Chetty, Dharmendra Sharma
2012	—	`conf`	A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines. ICONIP (4) Lavneet Singh, Girija Chetty, Dharmendra Sharma
2012	—	`conf`	A Novel Feature Selection Scheme for Energy Efficient Wireless Sensor Networks. ICA3PP (2) Mohammad Alwadi, Girija Chetty
2012	—	`conf`	A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images. PRIB Lavneet Singh, Girija Chetty, Dharmendra Sharma
2012	—	`conf`	A multi-modal gait based human identity recognition system based on surveillance videos. ICSPCS Emdad Hossain, Girija Chetty
2012	B	`conf`	A novel image watermarking scheme using Extreme Learning Machine. IJCNN Anurag Mishra, Amita Goel, Rampal Singh, Girija Chetty, Lavneet Singh
2012	—	`conf`	Combination of Physiological and Behavioral Biometric for Human Identification. MLDM Emdad Hossain, Girija Chetty
2012	—	`conf`	Development of a Smart e-Health Portal for Chronic Disease Management. ICA3PP (2) Maryam Haddad, Girija Chetty
2012	—	`conf`	Gait Based Human Identity Recognition from Multi-view Surveillance Videos. ICA3PP (2) Emdad Hossain, Girija Chetty
2012	—	`conf`	Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes. ICONIP (4) Mohammad Ashraf, Girija Chetty, Dat Tran, Dharmendra Sharma
2012	B	`conf`	Multi-view Gait Fusion for Large Scale Human Identification in Surveillance Videos. ACIVS Emdad Hossain, Girija Chetty
2012	—	`conf`	Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos. MPRSS Emdad Hossain, Girija Chetty, Roland Goecke
2012	—	`conf`	Person identification in surveillance video using gait biometric cues. FSKD Emdad Hossain, Girija Chetty
2012	—	`conf`	Using Hybrid Neural Networks for Identifying the Brain Abnormalities from MRI Structural Images. ICONIP (5) Lavneet Singh, Girija Chetty, Dharmendra Sharma
2011	Misc	`conf`	Blind Video Tamper Detection Based on Fusion of Source Features. DICTA Julian Goodwin, Girija Chetty
2011	—	`conf`	Classification of gender and face based on gradient faces. EUVIP Len Bui, Dat Tran, Xu Huang, Girija Chetty
2011	—	`conf`	Face recognition based on Gabor features. EUVIP Len Bui, Dat Tran, Xu Huang, Girija Chetty
2011	C	`conf`	Multimodal Face-Gait Fusion for Biometric Person Authentication. EUC Emdad Hossain, Girija Chetty
2011	—	`conf`	Multimodal Identity Verification Based on Learning Face and Gait Cues. ICONIP (3) Emdad Hossain, Girija Chetty
2011	—	`conf`	Novel Metrics for Face Recognition Using Local Binary Patterns. KES (1) Len Bui, Dat Tran, Xu Huang, Girija Chetty
2011	B	`conf`	Relation Learning - A New Approach to Face Recognition. ACIVS Len Bui, Dat Tran, Xu Huang, Girija Chetty
2010	B	`conf`	Biometric liveness checking using multimodal fuzzy fusion. FUZZ-IEEE Girija Chetty
2010	—	`conf`	Blind Image Tamper Detection Based on Multimodal Fusion. ICONIP (2) Girija Chetty, Monica Singh, Matthew White
2010	—	`conf`	Digital Image Tamper Detection Based on Multimodal Fusion of Residue Features. ACIVS (2) Girija Chetty, Julian Goodwin, Monica Singh
2010	B	`conf`	Digital Video Tamper Detection Based on Multimodal Fusion of Residue Features. NSS Girija Chetty, Monica Biswas, Rashmi Singh
2010	B	`conf`	Face Gender Recognition Based on 2D Principal Component Analysis and Support Vector Machine. NSS Len Bui, Dat Tran, Xu Huang, Girija Chetty
2010	—	`conf`	Identity Retrieval in Biometric Access Control Systems Using Multimedia Fusion. ICONIP (2) Girija Chetty, Renuka Biswas, Julian Goodwin
2010	C	`conf`	Multiclass microarray gene expression classification based on fusion of correlation features. FUSION Girija Chetty, Madhu Chetty
2010	J	`jnl`	Multimedia sensor fusion for retrieving identity in biometric access control systems. ACM Trans. Multim. Comput. Commun. Appl. Girija Chetty, Matthew White
2010	C	`conf`	Multimodal feature fusion for video forgery detection. FUSION Girija Chetty, Matthew Lipton
2010	—	`ch.`	Robust Audio Visual Biometric Person Authentication with Liveness Verification. Intelligent Multimedia Analysis for Security Applications Girija Chetty
2009	—	`conf`	Audio-visual mutual dependency models for biometric liveness checks. AVSP Girija Chetty, Roland Göcke, Michael Wagner
2009	C	`conf`	Biometric liveness detection based on cross modal fusion. FUSION Girija Chetty
2009	J	`jnl`	Biometric person authentication with liveness detection based on audio-visual fusion. Int. J. Biom. Girija Chetty, Michael Wagner
2009	—	`ch.`	Liveness Assurance in Face Authentication. Encyclopedia of Biometrics Michael Wagner, Girija Chetty
2009	—	`conf`	Multiclass Microarray Gene Expression Analysis Based on Mutual Dependency Models. PRIB Girija Chetty, Madhu Chetty
2009	A	`conf`	Multimodal speaker verification using ancillary known speaker characteristics such as gender or age. INTERSPEECH Girija Chetty, Michael Wagner
2008	Misc	`conf`	A Novel Shape Transformation Approach for Quantizing Facial Expressions. DICTA Girija Chetty
2008	—	`conf`	A multilevel fusion approach for audiovisual emotion recognition. AVSP Girija Chetty, Michael Wagner
2008	—	`conf`	An Agent Based Multifactor Biometric Security System. KES (3) Girija Chetty, Dharmendra Sharma, Bala M. Balachandran
2008	A	`conf`	Audio-visual multilevel fusion for speech and speaker recognition. INTERSPEECH Girija Chetty, Michael Wagner
2008	J	`jnl`	Robust face-voice based speaker identity verification using multilevel fusion. Image Vis. Comput. Girija Chetty, Michael Wagner
2007	Misc	`conf`	A Robust Speaking Face Modelling Approach Based on Multilevel Fusion. DICTA Girija Chetty, Michael Wagner
2007	—	`conf`	Audio Visual Speaker Verification Based on Hybrid Fusion of Cross Modal Features. PReMI Girija Chetty, Michael Wagner
2007	—	`conf`	Audiovisual speaker identity verification based on cross modal fusion. AVSP Girija Chetty, Michael Wagner
2007	A	`conf`	Audiovisual speaker identity verification based on lip motion features. INTERSPEECH Girija Chetty, Michael Wagner
2007	—	`conf`	Fuzzy Normalisation Methods for Typist Verification. IMECS Dat Tran, Wanli Ma, Dharmendra Sharma, Girija Chetty
2007	—	`conf`	Password Less System Security Using Multimodal Biometric Fusion. IICAI Girija Chetty, Dat Tran, Dharmendra Sharma, Bala M. Balachandran
2006	—	`conf`	Distributed Face Recognition: A Multiagent Approach. KES (3) Girija Chetty, Dharmendra Sharma
2006	—	`conf`	Face-Voice Authentication Based on 3D Face Models. ACCV (1) Girija Chetty, Michael Wagner
2006	A	`conf`	Speaking faces for face-voice speaker identity verification. INTERSPEECH Girija Chetty, Michael Wagner
2005	Misc	`conf`	Audio-Video Person Authentication Based on 3D Facial Feature Warping. DICTA Girija Chetty, Michael Wagner
2005	—	`conf`	Investigating feature-level fusion for checking liveness in face-voice authentication. ISSPA Girija Chetty, Michael Wagner
2005	A	`conf`	Liveness detection using cross-modal correlations in face-voice person authentication. INTERSPEECH Girija Chetty, Michael Wagner
2004	A	`conf`	"liveness" verification in audio-video authentication. INTERSPEECH Michael Wagner, Girija Chetty
1996	—	`conf`	An Integrated Teaching Technique For Wagement Of Digital Signal Processing Education. ISSPA Girija Chetty
1996	—	`conf`	Neural Network Based Signal Processing Scheme For Automatic Tool Wear Recognition. ISSPA Girija Chetty
1995	C	`conf`	Knowledge-Based Object Recognition System. IEA/AIE Girija Chetty, Narendra Deshpande