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Author

  • Girija Chetty
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)

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)

Face Recognition Based on Gabor Features

Tran, D., Huang, X. & Chetty, G., 2011, Visual Information Processing EUVIP 2011, 3rd European Workshop. Beghdadi, A., Bouzerdoum, A., Boccignone, G. & Larabi, M-C. (eds.). Paris: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 264-269 6 p.

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

1 Citation (Scopus)
3 Downloads (Pure)

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)

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)

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

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)

Novel Metrics for Face Recognition Using Local Binary Patterns

BUI, L., Tran, D., Huang, X. & Chetty, G., 2011, International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Lecture Notes in Artificial Intelligence. Kenig, A., Dengel, A., Hinkelmann, K., Kise, K., Howlett, R. J. & Jain, L. C. (eds.). Germany: Springer, Vol. 6881. p. 436-445 10 p.

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

3 Citations (Scopus)

Relation Learning- A New Approach to Face Recognition

Tran, D., Huang, X. & Chetty, G., 2011, International Conference on Advanced Concepts for Intelligent Vision System (ACIVS 2011): Lecture Notes in Computer Science. Belgium: Springer, Vol. 6915. p. 566-575 10 p.

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

Video data mining based on information fusion for tamper detection

Chetty, G. & Biswas, R., 1 May 2011, In : World Academy of Science, Engineering and Technology. 5, 5, p. 1104-1111 8 p.

Research output: Contribution to journalArticle

2012

A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities

Singh, L. & Chetty, G., 2012, Conference in Research practice in Information Technology. Zhao, Y., Li, J., Kennedy, P. & Christen, P. (eds.). Sydney: ACM/ACS, Vol. 134. p. 157-166 10 p.

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

2 Citations (Scopus)

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)

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)

A Multi-modal gait based human identity recognition system based on surveillance videos

Hossain, E. & Chetty, G., 2012, ieee proceedings on 6th international conference on signal processing and communication systems. Wysocki, T. (ed.). New Jersey, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-4 4 p.

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

1 Citation (Scopus)

A New Approach For Constructing Missing Feature Values

Bani Ahmad, M. A. A., Chetty, G., Tran, D. & Sharma, D., 2012, In : International Journal of Intelligent Information Processing. 3, 1, p. 110-118 9 p.

Research output: Contribution to journalArticle

A new Approach to Bayesian Method for Face Recognition

Bui, L., Tran, D., Huang, X. & Chetty, G., 2012, Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition IPCV'12. Arabnia, H. R. & Deligiannidis, L. (eds.). USA: CSREA Press, Vol. 1. p. 547-553 7 p.

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

Open Access

A novel approach to protein structure prediction using PCA based extreme learning machines and Multiple Kernels

Singh, L., Chetty, G. & Sharma, D., 2012, International Conference on Algorithms and Architecture for Parallel Processing (ICA3PP): Lecture Notes in Computer Science. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Berlin Heidelberg: Springer, Vol. 7440. p. 292-299 8 p.

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

1 Citation (Scopus)

A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines

Singh, L., Chetty, G. & Sharma, D., 2012, Neural Information Processing. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin: Springer, Vol. 7666. p. 1-6 6 p.

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

2 Citations (Scopus)

A Novel Feature Selection Scheme for Energy Efficient Wireless Sensor Networks

Alwadi, MD. & Chetty, G., 2012, 12th International Conference on Algorithms and Architectures for Para, ICA3PP 2012. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Berlin Heidelberg: Springer, Vol. 7440. p. 264-273 10 p.

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

3 Citations (Scopus)

A novel image watermarking scheme using Extreme Learning Machine

Mishra, A., Chetty, G., Singh, L., Goel, A. & Singh, R., 2012, The 2012 International Joint Conference on Neural Networks (IJCNN). Abbass, H., Essam, D. & Sarker, R. (eds.). Brisbane: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p.

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

29 Citations (Scopus)
4 Downloads (Pure)

A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images

Singh, L., Chetty, G. & Sharma, D., 2012, Pattern Recognition in Bioinformatics. Shibuya, T., Kashima, H., Sese, J. & Ahmad, S. (eds.). Berlin Heidellberg: Springer, Vol. 7632. p. 94-105 12 p.

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

Open Access
7 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)

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)

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)

Feature Selection and Energy Management for wireless Sensor Networks

Alwadi, MD. & Chetty, G., 2012, In : International Journal of Computer Science and Network Security. 12, 6, p. 46-51 6 p.

Research output: Contribution to journalArticle

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

Gait based human identity recognition from multi-view surveillance videos

Hossain, E. & Chetty, G., 2012, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2012): Lecture Notes in Computer Science. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Germany: Springer, Vol. 7440. p. 319-328 10 p.

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

Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes

Bani Ahmad, M. A. A., Chetty, G., Tran, D. & Sharma, D., 2012, International Conference on Neural Information Processing (ICONIP 2012): Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin, Germany: Springer, Vol. 7666. p. 272-280 9 p.

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

4 Citations (Scopus)

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

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)

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

Using Hybrid Neural Networks for Identifying the Brain Abnormalities from MRI Structural Images

Singh, L., Chetty, G. & Sharma, D., 2012, International conference on Neural Information Processing (ICONIP 2012): Lecture Notes in Computer Science. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Germany: Springer, Vol. 7667. p. 465-472 8 p.

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

4 Citations (Scopus)
2013

Fuzzy Texture Descriptors for Early Diagnosis of Osteoarthritis

Chetty, G., Scarvell, J. & Mitra, S., 7 Jul 2013, IEEE International Conference on Fuzzy Systems (FUZZ). Pal, N. & Mounier, B. (eds.). Hyderabad, India: IEEE, Institute of Electrical and Electronics Engineers, Vol. 9. p. 1-6 6 p.

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

3 Citations (Scopus)
1 Downloads (Pure)

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)

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)

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

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

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)

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)

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)

Multimodal Biometric Gait Database: A Comparison Study

CHETTY, G., 2014, In : Journal of Next Generation Information Technology. 5, 4, p. 71-82 12 p.

Research output: Contribution to journalArticle

Open Access

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)

Optimized pruned annular extreme learning machines

Singh, L. & Chetty, G., 1 Jan 2014, Conferences in Research and Practice in Information Technology Series: Data Mining and Analytics 2014 - Proceedings of the 12th Australasian Data Mining Conference, AusDM 2014. Australian Computer Society, Vol. 158. p. 101-112 12 p.

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

Open Access

Protein Folding Recognition

Singh, L. & CHETTY, G., 2014, Springer Handbook of Bio-/Neuro-Informatics. Kasabov, N. (ed.). 1 ed. Berlin, Germany: Springer, p. 265-273 9 p. (Springer Handbooks).

Research output: A Conference proceeding or a Chapter in BookChapter

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)
2015

A Multilevel Fusion Approach for Audiovisual Emotion Recognition

CHETTY, G., WAGNER, M. & GOECKE, R., 2 Jan 2015, Emotion Recognition: A Pattern Analysis Approach: A Pattern Analysis Approach. Konar, A. & Chakraborty, A. (eds.). USA: John Wiley & Sons, p. 437-460 24 p. (Emotion Recognition: A Pattern Analysis Approach).

Research output: A Conference proceeding or a Chapter in BookChapter

5 Citations (Scopus)
1 Downloads (Pure)