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Girija Chetty
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2020 – today
- 2024
- [j9]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): 458 (2024) - 2023
- [j8]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): 274 (2023) - [c89]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: 1-5 - 2022
- [j7]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: 102157-102172 (2022) - 2021
- [c88]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: 30-41 - 2020
- [c87]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: 1-6 - [c86]Maram Almaghrabi, Girija Chetty
:
Improving Sentiment Analysis in Arabic and English Languages by Using Multi-Layer Perceptron Model (MLP). DSAA 2020: 745-746 - [c85]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: 444-454
2010 – 2019
- 2019
- [c84]Girija Chetty, Matthew White:
Embodied Conversational Agents and Interactive Virtual Humans for Training Simulators. AVSP 2019: 73-77 - [c83]Khushwant Sehra
, Ankit Rajpal, Anurag Mishra, Girija Chetty
:
HOG Based Facial Recognition Approach Using Viola Jones Algorithm and Extreme Learning Machine. ICCSA (5) 2019: 423-435 - [c82]Robert Phan, Thoai Man Luu, Rachel Davey, Girija Chetty
:
Enhancing Clinical Name Entity Recognition Based on Hybrid Deep Learning Scheme. ICDM Workshops 2019: 1049-1055 - [c81]Kunal Rajput, Girija Chetty
, Rachel Davey:
Risk Factors Identification for Heart Disease in Unstructured Dataset using Deep Learning Approach. ICDM Workshops 2019: 1056-1059 - [c80]Yun Zhao, Girija Chetty
, Dat Tran
:
Deep Learning with XGBoost for Real Estate Appraisal. SSCI 2019: 1396-1401 - 2018
- [c79]Thoai Man Luu, Robert Phan, Rachel Davey, Girija Chetty
:
Clinical Name Entity Recognition Based on Recurrent Neural Networks. ICCSA (6) 2018: 1-9 - [c78]Anurag Mishra, Charu Agarwal, Girija Chetty
:
Optimization of Scaling Factors for Image Watermarking Using Harmony Search Algorithm. ICCSA (4) 2018: 422-434 - [c77]Kunal Rajput, Girija Chetty
, Rachel Davey:
Deep Neural Models for Chronic Disease Status Detection in Free Text Clinical Records. ICDM Workshops 2018: 864-869 - [c76]Anurag Mishra, Charu Agarwal, Girija Chetty
:
Lifting Wavelet Transform based Fast Watermarking of Video Summaries using Extreme Learning Machine. IJCNN 2018: 1-7 - [c75]Anurag Mishra, Khushwant Sehra
, Girija Chetty
:
Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal Dimensions. IJCNN 2018: 1-8 - [c74]Lavneet Singh, Nancy Kaur, Girija Chetty
:
Customer Life Time Value Model Framework Using Gradient Boost Trees with RANSAC Response Regularization. IJCNN 2018: 1-8 - [c73]Robert Phan, Thoai Man Luu, Rachel Davey, Girija Chetty
:
Deep Learning Based Biomedical NER Framework. SSCI 2018: 33-40 - 2017
- [c72]Maram Abdulrahman Almaghrabi, Girija Chetty
:
A Novel Data Mining Testbed for User Centred Modelling and Personalisation of Digital Library Services. eScience 2017: 434-435 - [c71]Thoai Man Luu, Robert Phan, Rachel Davey, Girija Chetty
:
A Multilevel NER Framework for Automatic Clinical Name Entity Recognition. ICDM Workshops 2017: 1134-1143 - [c70]Nitten S. Rajliwall, Girija Chetty
, Rachel Davey:
Chronic disease risk monitoring based on an innovative predictive modelling framework. SSCI 2017: 1-8 - [c69]Kunal Rajput, Girija Chetty
, Rachel Davey:
PHIs (Protected Health Information) identification from free text clinical records based on machine learning. SSCI 2017: 1-9 - 2016
- [j6]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): 1599-1610 (2016) - [j5]Susan Sutherland, Girija Chetty
:
Investigation into Interoperability in Cloud Computing: An Architectural Model. J. Comput. 11(2): 159-168 (2016) - 2015
- [c68]Thoai Man Luu, Robert Phan, Rachel Davey, Leif Hanlen, Girija Chetty:
Automatic Clinical Speech Recognition for CLEF 2015 eHealth Challenge. CLEF (Working Notes) 2015 - [c67]Bharat Lal Jangid, K. K. Biswas, Madasu Hanmandlu, Girija Chetty
:
Illumination Invariant Efficient Face Recognition Using a Single Training Image. DICTA 2015: 1-7 - [c66]Salahiddin Altahat, Girija Chetty
, Dat Tran
, Wanli Ma:
Analysing the Robust EEG Channel Set for Person Authentication. ICONIP (4) 2015: 162-173 - [c65]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: 302-309 - [c64]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: 153-162 - [c63]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: 396-404 - [r2]Michael Wagner, Girija Chetty:
Anti-spoofing, Face. Encyclopedia of Biometrics 2015: 45-55 - [i1]Mohammad Alwadi, Girija Chetty:
Sensor Selection Scheme in Temperature Wireless Sensor Network. CoRR abs/1506.07651 (2015) - 2014
- [j4]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) - [c62]Lavneet Singh, Girija Chetty:
Optimized Pruned Annular Extreme Learning Machines. AusDM 2014: 101-111 - [c61]Lavneet Singh, Girija Chetty
:
An Optimal Approach for Pruning Annular Regularized Extreme Learning Machines. ICDM Workshops 2014: 80-87 - [c60]Girija Chetty
, Mohammad Yamin
:
A Novel Multimodal Data Analytic Scheme for Human Activity Recognition. ICISO 2014: 449-458 - 2013
- [c59]Girija Chetty
, Jennie M. Scarvell
, Sushmita Mitra
:
Fuzzy texture descriptors for early diagnosis of osteoarthritis. FUZZ-IEEE 2013: 1-6 - [c58]M. Jeevan, Neha Jain, Madasu Hanmandlu, Girija Chetty
:
Gait recognition based on gait pal and pal entropy image. ICIP 2013: 4195-4199 - [c57]Emdad Hossain, Girija Chetty
:
Multimodal Feature Learning for Gait Biometric Based Human Identity Recognition. ICONIP (2) 2013: 721-728 - 2012
- [c56]Emdad Hossain, Girija Chetty
:
Multi-view Gait Fusion for Large Scale Human Identification in Surveillance Videos. ACIVS 2012: 527-537 - [c55]Lavneet Singh, Girija Chetty:
A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities. AusDM 2012: 157-166 - [c54]Emdad Hossain, Girija Chetty
:
Person identification in surveillance video using gait biometric cues. FSKD 2012: 1877-1881 - [c53]Mohammad Alwadi, Girija Chetty
:
A Novel Feature Selection Scheme for Energy Efficient Wireless Sensor Networks. ICA3PP (2) 2012: 264-273 - [c52]Maryam Haddad, Girija Chetty
:
Development of a Smart e-Health Portal for Chronic Disease Management. ICA3PP (2) 2012: 284-291 - [c51]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: 292-299 - [c50]Emdad Hossain, Girija Chetty
:
Gait Based Human Identity Recognition from Multi-view Surveillance Videos. ICA3PP (2) 2012: 319-328 - [c49]Lavneet Singh, Girija Chetty
:
A Comparative Study of Recognition of Speech Using Improved MFCC Algorithms and Rasta Filters. ICISTM 2012: 304-314 - [c48]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: 272-280 - [c47]Lavneet Singh, Girija Chetty
, Dharmendra Sharma
:
Using Hybrid Neural Networks for Identifying the Brain Abnormalities from MRI Structural Images. ICONIP (5) 2012: 465-472 - [c46]Lavneet Singh, Girija Chetty
, Dharmendra Sharma
:
A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines. ICONIP (4) 2012: 492-499 - [c45]Emdad Hossain, Girija Chetty
:
A multi-modal gait based human identity recognition system based on surveillance videos. ICSPCS 2012: 1-4 - [c44]Anurag Mishra
, Amita Goel, Rampal Singh, Girija Chetty
, Lavneet Singh:
A novel image watermarking scheme using Extreme Learning Machine. IJCNN 2012: 1-6 - [c43]Emdad Hossain, Girija Chetty
:
Combination of Physiological and Behavioral Biometric for Human Identification. MLDM 2012: 380-393 - [c42]Lavneet Singh, Girija Chetty
, Dharmendra Sharma
:
A Hybrid Approach to Increase the Performance of Protein Folding Recognition Using Support Vector Machines. MLDM 2012: 660-668 - [c41]Emdad Hossain, Girija Chetty
, Roland Goecke
:
Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos. MPRSS 2012: 88-99 - [c40]Lavneet Singh, Girija Chetty
, Dharmendra Sharma
:
A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images. PRIB 2012: 94-105 - 2011
- [c39]Len Bui, Dat Tran
, Xu Huang, Girija Chetty
:
Relation Learning - A New Approach to Face Recognition. ACIVS 2011: 566-575 - [c38]Julian Goodwin, Girija Chetty
:
Blind Video Tamper Detection Based on Fusion of Source Features. DICTA 2011: 608-613 - [c37]Emdad Hossain, Girija Chetty
:
Multimodal Face-Gait Fusion for Biometric Person Authentication. EUC 2011: 332-337 - [c36]Len Bui, Dat Tran
, Xu Huang, Girija Chetty
:
Face recognition based on Gabor features. EUVIP 2011: 264-268 - [c35]Len Bui, Dat Tran
, Xu Huang, Girija Chetty
:
Classification of gender and face based on gradient faces. EUVIP 2011: 269-272 - [c34]Emdad Hossain, Girija Chetty
:
Multimodal Identity Verification Based on Learning Face and Gait Cues. ICONIP (3) 2011: 1-8 - [c33]Len Bui, Dat Tran
, Xu Huang, Girija Chetty
:
Novel Metrics for Face Recognition Using Local Binary Patterns. KES (1) 2011: 436-445 - 2010
- [j3]Girija Chetty
, Matthew White:
Multimedia sensor fusion for retrieving identity in biometric access control systems. ACM Trans. Multim. Comput. Commun. Appl. 6(4): 26:1-26:21 (2010) - [c32]Girija Chetty
, Julian Goodwin, Monica Singh:
Digital Image Tamper Detection Based on Multimodal Fusion of Residue Features. ACIVS (2) 2010: 79-87 - [c31]Girija Chetty, Madhu Chetty:
Multiclass microarray gene expression classification based on fusion of correlation features. FUSION 2010: 1-6 - [c30]Girija Chetty, Matthew Lipton:
Multimodal feature fusion for video forgery detection. FUSION 2010: 1-7 - [c29]Girija Chetty
:
Biometric liveness checking using multimodal fuzzy fusion. FUZZ-IEEE 2010: 1-8 - [c28]Girija Chetty
, Monica Singh, Matthew White:
Blind Image Tamper Detection Based on Multimodal Fusion. ICONIP (2) 2010: 557-564 - [c27]Girija Chetty
, Renuka Biswas, Julian Goodwin:
Identity Retrieval in Biometric Access Control Systems Using Multimedia Fusion. ICONIP (2) 2010: 590-597 - [c26]Len Bui, Dat Tran
, Xu Huang, Girija Chetty
:
Face Gender Recognition Based on 2D Principal Component Analysis and Support Vector Machine. NSS 2010: 579-582 - [c25]Girija Chetty, Monica Biswas, Rashmi Singh:
Digital Video Tamper Detection Based on Multimodal Fusion of Residue Features. NSS 2010: 606-613 - [p1]Girija Chetty
:
Robust Audio Visual Biometric Person Authentication with Liveness Verification. Intelligent Multimedia Analysis for Security Applications 2010: 59-78
2000 – 2009
- 2009
- [j2]Girija Chetty
, Michael Wagner:
Biometric person authentication with liveness detection based on audio-visual fusion. Int. J. Biom. 1(4): 463-478 (2009) - [c24]Girija Chetty, Roland Göcke, Michael Wagner:
Audio-visual mutual dependency models for biometric liveness checks. AVSP 2009: 32-37 - [c23]Girija Chetty:
Biometric liveness detection based on cross modal fusion. FUSION 2009: 2255-2262 - [c22]Girija Chetty, Michael Wagner:
Multimodal speaker verification using ancillary known speaker characteristics such as gender or age. INTERSPEECH 2009: 1167-1170 - [c21]Girija Chetty
, Madhu Chetty
:
Multiclass Microarray Gene Expression Analysis Based on Mutual Dependency Models. PRIB 2009: 46-55 - [r1]Michael Wagner, Girija Chetty:
Liveness Assurance in Face Authentication. Encyclopedia of Biometrics 2009: 908-916 - 2008
- [j1]Girija Chetty, Michael Wagner:
Robust face-voice based speaker identity verification using multilevel fusion. Image Vis. Comput. 26(9): 1249-1260 (2008) - [c20]Girija Chetty, Michael Wagner:
A multilevel fusion approach for audiovisual emotion recognition. AVSP 2008: 115-120 - [c19]Girija Chetty
:
A Novel Shape Transformation Approach for Quantizing Facial Expressions. DICTA 2008: 168-175 - [c18]Girija Chetty, Michael Wagner:
Audio-visual multilevel fusion for speech and speaker recognition. INTERSPEECH 2008: 379-382 - [c17]Girija Chetty
, Dharmendra Sharma
, Bala M. Balachandran:
An Agent Based Multifactor Biometric Security System. KES (3) 2008: 245-251 - 2007
- [c16]Girija Chetty, Michael Wagner:
Audiovisual speaker identity verification based on cross modal fusion. AVSP 2007: 37 - [c15]Girija Chetty
, Michael Wagner:
A Robust Speaking Face Modelling Approach Based on Multilevel Fusion. DICTA 2007: 408-415 - [c14]Girija Chetty, Dat Tran, Dharmendra Sharma, Bala M. Balachandran:
Password Less System Security Using Multimodal Biometric Fusion. IICAI 2007: 643-662 - [c13]Dat Tran, Wanli Ma, Dharmendra Sharma, Girija Chetty:
Fuzzy Normalisation Methods for Typist Verification. IMECS 2007: 212-216 - [c12]Girija Chetty, Michael Wagner:
Audiovisual speaker identity verification based on lip motion features. INTERSPEECH 2007: 2045-2048 - [c11]Girija Chetty
, Michael Wagner:
Audio Visual Speaker Verification Based on Hybrid Fusion of Cross Modal Features. PReMI 2007: 469-478 - 2006
- [c10]Girija Chetty
, Michael Wagner:
Face-Voice Authentication Based on 3D Face Models. ACCV (1) 2006: 559-568 - [c9]Girija Chetty, Michael Wagner:
Speaking faces for face-voice speaker identity verification. INTERSPEECH 2006 - [c8]Girija Chetty
, Dharmendra Sharma
:
Distributed Face Recognition: A Multiagent Approach. KES (3) 2006: 1168-1175 - 2005
- [c7]Girija Chetty
, Michael Wagner:
Audio-Video Person Authentication Based on 3D Facial Feature Warping. DICTA 2005: 58 - [c6]Girija Chetty, Michael Wagner:
Liveness detection using cross-modal correlations in face-voice person authentication. INTERSPEECH 2005: 2181-2184 - [c5]Girija Chetty
, Michael Wagner:
Investigating feature-level fusion for checking liveness in face-voice authentication. ISSPA 2005: 66-69 - 2004
- [c4]Michael Wagner, Girija Chetty:
"liveness" verification in audio-video authentication. INTERSPEECH 2004: 2509-2512
1990 – 1999
- 1996
- [c3]Girija Chetty:
Neural Network Based Signal Processing Scheme For Automatic Tool Wear Recognition. ISSPA 1996: 533-536 - [c2]Girija Chetty:
An Integrated Teaching Technique For Wagement Of Digital Signal Processing Education. ISSPA 1996: 788-791 - 1995
- [c1]Girija Chetty, Narendra Deshpande:
Knowledge-Based Object Recognition System. IEA/AIE 1995: 459-468
Coauthor Index
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last updated on 2024-08-05 20:23 CEST by the dblp team
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