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Author

  • Girija Chetty
2012

Multi-view gait fusion for large scale human identification in surveillance videos

Hossain, E. & Chetty, G., 2012, International Conference on Advanced Concepts in intelligent Vision Systems (ACIVS 2012): Lecture Notes in Computer Science. Blanc-Talon, J., Philips, W., Popescu, D., Scheunders, P. & Zemcik, P. (eds.). Czech Republic: Springer, Vol. 7517. p. 527-538 12 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2013

Multimodal Feature Learning for Gait Biometric Base Human Identity Recognition

Hossain, E. & CHETTY, G., 2013, 20th International Conference on Neural Information Processing (ICONIP 2013): Lecture Notes in Computer Science. Lee, M., Hirose, A., Zeng-Guang, Hou & Kil, R. M. (eds.). Germany: Springer, Vol. 8227. p. 721-728 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

12 Citations (Scopus)

Gait recognition based on gait pal and pal entropy image

Jeevan, M., Jain, N., Hanmandlu, M. & CHETTY, G., 15 Sep 2013, Proceedings 20th 2013 IEEE International Conference on Image Processsing (ICIP 2013). Taudman, D. & Wu, M. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 4195-4199 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

36 Citations (Scopus)
2012

Person Identification in Surveillance video using gait biometric cues

Hossain, E. & Chetty, G., 29 May 2012, 2012 International Conference on Fuzzy Systems and Knowledge Discovery (FSKD). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1877-1881 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

4 Citations (Scopus)
2011

Blind Video Tamper Detection Based on Fusion of Source Features

Goodwin, J. & Chetty, G., 6 Dec 2011, Proceedings Digital Image Computing Techniques and Applications 2011. Bradley, A., Jackaway, P. & Bottema, M. (eds.). New Jersey: IEEE, Institute of Electrical and Electronics Engineers, p. 608-613 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

15 Citations (Scopus)
2015

Illumination invariant efficient face recognition using a single training image

Jangid, B., Biswas, K. K., Hanmandlu, M. & CHETTY, G., 23 Nov 2015, Proceedings International Conference on Digital Image Computing and Applications 2015: Techniques and Applications, DICTA 2015. Sherrah, J. & Suter, D. (eds.). Adelaide, Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-7 7 p. 7371266. (2015 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2015).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)
2018

Optimization of scaling factors for image watermarking using harmony search algorithm

Mishra, A., Agarwal, C. & Chetty, G., 4 Jul 2018, Computational Science and Its Applications – ICCSA 2018 - 18th International Conference, 2018, Proceedings. Springer-Verlag London Ltd., p. 422-434 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10963 LNCS).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2019

Automatic brain image analysis based on multimodal deep learning scheme

Chetty, G., Singh, M. & White, M., 2 Dec 2019, Proceedings - 2019 International Conference on Machine Learning and Data Engineering (iCMLDE 2019). Rhee, P. K., Hwa, K-Y., Pai, T-W., Howard, D. & Bashar, R. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 97-100 4 p. 8995755. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2019).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2014

A novel scene based robust video watermarking scheme in DWT domain using extreme learning machine

Agarwal, C., Mishra, A., Sharma, A. & CHETTY, G., 2014, Extreme Learning Machines 2013: Algorithms and Applications. Sun, F., Toh, K-A., Grana Romay, M. & Mao, K. (eds.). Cham, Switzerland: Springer, Vol. 16. p. 209-225 17 p. (Adaptation, Learning, and Optimization).

Research output: A Conference proceeding or a Chapter in BookChapter

6 Citations (Scopus)
2018

Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal Dimensions

Mishra, A., Sehra, K. & CHETTY, G., 8 Jul 2018, Proceedings 2018 International Joint Conference on Neural Networks (IJCNN). Rio de Janeiro, Brazil, Brazil: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-July. p. 1-8 8 p. 8489350. (Proceedings of the International Joint Conference on Neural Networks; vol. 2018-July).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)
2015

Energy efficient data mining scheme for high dimensional data

Alwadi, MD. & CHETTY, G., 2015, Proceedings of the International Conference on Information and Communications Technologies. Samual, P. (ed.). India: Elsevier, Vol. 46. p. 483-490 8 p. (Procedia Computer Science; vol. 46).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
2 Citations (Scopus)
3 Downloads (Pure)
2012

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

Chetty, G., 2012, 12th International Conference, ICA3PP 2012. Xiang, Yang, Stojmenovic, Ivan, Apduhan, BernadyO, Wang, Guojun, Koji, N. & Albert, Y. Z. (eds.). Germany: Springer, Vol. 7440. p. 284-291 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)

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

Vandyke, D., Wagner, M., Chetty, G. & Goecke, R., 2012, Proceedings of the 14th Australasian International Conference on Speech Science and Technology. Cox, F., Demuth, K., Lin, S., Miles, K., Palethrope, S., Shaw, J. & Yuen, I. (eds.). Sydney, Australia: Australasian Speech Science and Technology Association (ASSTA), p. 49-52 4 p. (ASSTA 2013).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
2013

Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance videos

Hossain, E., CHETTY, G. & GOECKE, R., 2013, Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction. Schwenker, F., Scherer, S. & Morency, L-P. (eds.). Berling Heidelberg: Springer, Vol. 7742. p. 88-99 12 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

6 Citations (Scopus)
2014

Multiview gait biometrics for human identity recognition

CHETTY, G., Yarlagadda, P., Madasu, V. & Mishra, A., 2014, 2014 International Conference on Computing for Sustainable Global Development, INDIACom 2014. Hoda, M. N. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 358-363 6 p. (2014 International Conference on Computing for Sustainable Global Development, INDIACom 2014).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2015

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

ARMIN, A., De Visser, H., CHETTY, G., Dumas, C., Conlan, D., Grimpen, F. & salvado, O., 2015, International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2015). Navab, N., Hornegger, J., Wells, W. & Frangi, A. (eds.). Munich, Germany: Springer, Vol. 9349. p. 396-404 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9349).

Research output: A Conference proceeding or a Chapter in BookConference contribution

5 Citations (Scopus)
2011

Multimodal Fusion for Robust Identity Authentication: Role of Liveness Checks

Chetty, G. & Hossain, E., 2011, Advanced Biometric Technologies. Chetty, G. & Yang, J. (eds.). 1 ed. Croatia: In-Tech, p. 3-20 18 p.

Research output: A Conference proceeding or a Chapter in BookChapter

2017

A distributed smart fusion framework based on hard and soft sensors

CHETTY, G. & Yamin, M., 2017, In : International Journal of Information Technology . 9, 1, p. 19-31 13 p.

Research output: Contribution to journalArticle

2015

Smart phone based data mining for human activity recognition

Chetty, G., White, M. & Akther, F., 2015, Proceedings of the International Conference on Information and Communication Technologies, ICICT 2014. Samuel, P. (ed.). Elsevier, Vol. 46. p. 1181-1187 7 p. (Procedia Computer Science).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
44 Citations (Scopus)
2018

Clinical Name Entity Recognition Based on Recurrent Neural Networks

LUU, T. M., PHAN, R., DAVEY, R. & CHETTY, G., 2 Jul 2018, Proceedings 2018 18th International Conference on Computational Science and Applications (ICCSA). Melbourne, VIC, Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-9 9 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2019

A Deep Learning Based Collaborative Neural Network Framework for Recommender System

Almaghrabi, M. & Chetty, G., 15 Jan 2019, Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2018. Howard, D., Bashar, M. R. & Rhee, P. K. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 128-135 8 p. 8614014. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2018).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2017

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

ALMAGHRABI, M. & CHETTY, G., 14 Nov 2017, Proceedings - 13th IEEE International Conference on eScience, eScience 2017. Auckland, New Zealand: IEEE, Institute of Electrical and Electronics Engineers, p. 434-435 2 p. 8109163. (Proceedings - 13th IEEE International Conference on eScience, eScience 2017).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2014
2015

Automatic clinical speech recognition for CLEF 2015 eHealth challenge

Luu, T. M., PHAN, R., Davey, R. & Chetty, G., 2015, p. 1-14. 14 p.

Research output: Contribution to conference (non-published works)Paper

2014

Understanding the Brain via fMRI Classification

Singh, L. & CHETTY, G., 2014, Springer Handbook of Bio-/Neuro-Informatics. Kasabov, N. (ed.). 1 ed. Berlin, Germany: Springer, p. 703-711 9 p. (Springer Handbooks).

Research output: A Conference proceeding or a Chapter in BookChapter

2 Citations (Scopus)
2017

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

Rajput, K., Chetty, G. & Davey, R., 27 Nov 2017, Proceedings 2017 IEEE Symposium Series on Computational Intelligence (SSCI 2017). Hawaii: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-January. p. 1-9 9 p. (2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings; vol. 2018-January).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2018

Obesity and Co-Morbidity Detection in Clinical Text Using Deep Learning and Machine Learning Techniques

Rajput, K., Chetty, G. & Davey, R., 10 Dec 2018, Proceedings - 2018 5th Asia-Pacific World Congress on Computer Science and Engineering, APWC on CSE 2018: APWConCSE 2018 . Ali, A. B. M. S., Miah, S. & Rao Valluri, M. (eds.). Danvers, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 51-56 6 p. 8853828. (Proceedings - 2018 5th Asia-Pacific World Congress on Computer Science and Engineering, APWC on CSE 2018).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2012

A comparative study of recognition of speech using improved MFCC algorithms and rasta filters

Singh, L. & Chetty, G., 2012, Communications in Computer and Information Science. Dua, S., Gangopadhyay, A., Thulasiraman, P., Straccia, U., Shepherd, M. & Stein, B. (eds.). Berlin Heidelberg: Springer, Vol. 285. p. 304-314 11 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2014

An Optimal Approach for Pruning Annular Regularized Extreme Learning Machines

Singh, L. & CHETTY, G., 2014, 2014 IEEE International Conference on Data Mining Workshop (ICDMW). Zhou, Z-H., Wang, W., Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). Shenzhen, China: IEEE, p. 80-87 8 p. 7022582. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2015-January, no. January).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2012

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

Singh, L., Chetty, G. & Sharma, D., 2012, Machine Learning and Data Mining in Pattern Recognition: Lecture Notes in Computer Science. Perner, P. (ed.). Berlin: Springer, Vol. 7376. p. 660-668 9 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)
3 Downloads (Pure)
2018

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

Rajput, K., Chetty, G. & Davey, R., 3 Dec 2018, Proceedings International Conference on Machine Learning and Data Engineering (iCMLDE 2018). Rhee, P. K., Howard, D. & Bashar, R. (eds.). NJ, United States: IEEE, Institute of Electrical and Electronics Engineers, p. 136-141 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2016

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

CHETTY, G. & Yamin, M., 2016, Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 2016. Hoda, M. N. (ed.). New Delhi, India: IEEE, Vol. 1. p. 1417-1422 6 p. 7724498. (Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 2016).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2012

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

Hossain, E. & Chetty, G., 2012, 34th International Conference on Information Technology Interface (ITI2012). Lusar-Stiffler, V., Jarec, I. & Bekic, Z. (eds.). Croatia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-6 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2011

Information fusion for identity verification

Chetty, G. & Singh, M., 1 May 2011, In : World Academy of Science, Engineering and Technology. 5, 5, p. 979-984 6 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2016

Body sensor networks for human activity recognition

CHETTY, G. & White, M., 2016, Proceedings Signal Processing and Information Networks (SPIN 2016). Dutta, M. K. & Banerjee, J. K. R. P. (eds.). United States of America: IEEE, Institute of Electrical and Electronics Engineers, p. 660-665 6 p. 7566779. (3rd International Conference on Signal Processing and Integrated Networks, SPIN 2016).

Research output: A Conference proceeding or a Chapter in BookConference contribution

15 Citations (Scopus)
2012

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

Bui, L., Tran, D., Huang, X. & Chetty, G., 2012, Proceedings Of The 2012 International Conference On Image Processing, Computer Vision, & Pattern Recognition (IPVC 2012) : Vol. 2. Arabnia, H. R. & Deligiannidis, L. (eds.). USA: CSREA Press, Vol. 2. p. 617-621 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
5 Citations (Scopus)

Combination of Physiological and Behavioral Biometric for Human Identification

Hossain, E. & Chetty, G., 2012, International Workshop on Machine Learning and Data Mining in Pattern Recognition: Lecture Notes in Artificial Intelligence. Perner, P. (ed.). Berlin, Germany: Springer, Vol. 7376. p. 380-393 14 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2014

Energy efficient data mining scheme for big data biodiversity environment

Alwadi, MD. & CHETTY, G., 2014, 2014 ASE bigdata/socialcom/cybersecurity Conference. Zhan, J. (ed.). USA: Stanford University Press, p. 1-7 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access

Multimodal activity recognition based on automatic feature discovery

CHETTY, G., White, M., Singh, M. & Mishra, A., 2014, 2014 International Conference on Computing for Sustainable Global Development, INDIACom 2014. Hoda, M. N. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 632-637 6 p. 6828039. (2014 International Conference on Computing for Sustainable Global Development, INDIACom 2014).

Research output: A Conference proceeding or a Chapter in BookConference contribution

7 Citations (Scopus)
2011

Classification of Gender and Face Based on Gradient Faces

Tran, D., Huang, X. & Chetty, G., 2011, The 3rd European Workshop on Visual Information Processing. Beghdadi, A., Bouzerdoum, A., Boccignone, G. & Larabi, M-C. (eds.). Paris: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 269-272 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

5 Citations (Scopus)
2015

Analysing the robust EEG channel set for person authentication

Altahat, S., CHETTY, G., TRAN, D. & MA, W., 2015, International Conference on Neural Information Processing (ICONIP): Lecture Notes in Computer Science (LNCS). Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Istanbul: Springer, Vol. 9492. p. 162-173 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9492).

Research output: A Conference proceeding or a Chapter in BookConference contribution

4 Citations (Scopus)
2 Downloads (Pure)

Sensor selection scheme in wireless sensor networks: A new routing approach

Alwadi, MD. & CHETTY, G., 2015, Third International Conference of Networks and Communications. Wyde, D. & Meghanathan, N. (eds.). AIRCC Digital Library: AIRCC Publishing Corporation, Vol. 5. p. 73-79 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
2019

HOG Based Facial Recognition Approach Using Viola Jones Algorithm and Extreme Learning Machine

Sehra, K., Rajpal, A., Mishra, A. & Chetty, G., 29 Jun 2019, Computational Science and Its Applications – ICCSA 2019: 19th International Conference, Saint Petersburg, Russia, July 1–4, 2019, Proceedings, Part V. Misra, S., Gervasi, O., Murgante, B., Stankova, E., Korkhov, V., Torre, C., Rocha, A. M. A. C., Taniar, D., Apduhan, B. O. & Tarantino, E. (eds.). Cham, Switzerland: Springer, Vol. 11623. p. 423-435 13 p. (Lecture Notes in Computer Science; vol. 11623).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2011

Multimodal identity verification based on learning face and gait cues

Hossain, E. & Chetty, G., 2011, Neural Information Processing - 18th International Conference, ICONIP 2011, Proceedings: Lecture Notes in Computer Science. Lu, BL., Zhang, L. & Kwok, J. (eds.). PART 3 ed. Springer, Vol. 7064. p. 1-8 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7064 LNCS, no. PART 3).

Research output: A Conference proceeding or a Chapter in BookConference contribution

18 Citations (Scopus)

Multimodal face-gait fusion for biometric person authentication

Hossain, E. & Chetty, G., 2011, Proceedings - 2011 IFIP 9th International Conference on Embedded and Ubiquitous Computing, EUC 2011. IEEE, p. 332-337 6 p. 6104546

Research output: A Conference proceeding or a Chapter in BookConference contribution

7 Citations (Scopus)
2018

A Virtual Sensor Network Framework for Vehicle Quality Evaluation

ALWADI, MD., CHETTY, G. & YAMIN, M., 15 Mar 2018, 12th INDIACom-2018; 2018 5th International Conference on Computing for Sustainable Global Development. Hoda, M. V. (ed.). New Delhi, India: BVICAM, p. 1416-1420 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
2014

A Novel Multimodal Data Analytic Scheme for Human Activity Recognition

CHETTY, G. & Yamin, M., 2014, Service Science and Knowledge Innovation - 15th IFIP WG 8.1 International Conference on Informatics and Semiotics in Organisations, ICISO 2014, Proceedings. Yu, C., Liu, K., Gulliver, S. R. & Li, W. (eds.). 426 ed. Berlin, Germany: Springer, Vol. 426. p. 449-458 10 p. (IFIP Advances in Information and Communication Technology; vol. 426).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2015

Intelligent human activity recognition scheme for ehealth applications

CHETTY, G. & Yamin, M., 2015, In : Malaysian Journal of Computer Science. 28, 1, p. 59-69 11 p.

Research output: Contribution to journalArticle

Open Access
9 Citations (Scopus)
2019

Enhancing clinical name entity recognition based on hybrid deep learning scheme

Phan, R., Luu, T., Davey, R. & Chetty, G., 8 Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1049-1055 7 p. 8955534. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

Research output: A Conference proceeding or a Chapter in BookConference contribution