Dr. J. Arun Nehru

arunnehj@srmist.edu.in

Assistant Professor (S.G)

Education

PhD in Computer Science and Engineering, Annamalai University, 2017.
M.E in Computer Science and Engineering, Annamalai University, 2010.
B.E in Computer Science and Engineering, Annamalai University, 2008.
Diploma in Computer Technology, Muthiah Polytechnic, DOTE, 2004.

Other Details

Courses

Artificial Intelligence (Theory & Lab)
Programming for Problem Solving (Theory & Lab)
Human Computer Interface (Theory)
Multimedia Tools and Applications (Theory)
Information System for Engineers (Theory)
Programming Multimedia for the Web (Theory & Lab)
Software Engineering (Theory & Lab).

Research Interests

Computer Vision
Artificial Intelligence
Image and Video Processing
Cloud Computing
Machine Learning
Deep Learning

Selected Publications

With Mahendran Sivananaintha Perumal and Braveen Manimozhi, Ultra-reliable low latency communication technique for agriculture wireless sensor networks, Arabian Journal of Geosciences, Springer (SCIE Indexed, Impact Factor – 1.534), Vol. 14(1246), 2021. https://doi.org/10.1007/s12517-021-07576-4.
With Ragedhaksha, and Darshini, Deep learning-based real-world object detection and improved anomaly detection for surveillance videos, Materials Today: Proceedings (2021). – (Scopus Indexed)
With Bhargavi, G. Land Risk Susceptibility, Hazard And Risk Factors in Western Ghats, India – A Review.” Journal of Critical Reviews Vol. 7(19), (2020). 10.31838/jcr.07.19.1101.
With Vaijayanthi, S, Synthesis Approach for Emotion Recognition from Cepstral and Pitch Coefficients Using Machine Learning, Lecture Notes in Electrical Engineering (LNEE), Springer, Vol. 733, 2021. https://doi.org/10.1007/978-981-33-4909-4_39.
With Bhargavi, G. and Vaijayanthi, S, A Survey on Recent Deep Learning Architectures.” Artificial Intelligence and IoT: Smart Convergence for Eco-friendly Topography, Springer, Vol. 85, 2021.
With M. Poonkodi, and K. S. Anand, Transfer Learning-Based Image Tagging Using Word Embedding Technique for Image Retrieval Applications, Communications in Computer and Information Science, Springer, Vol. 1374, 2021. https://doi.org/10.1007/978-981-16-0708-0_14.
With J. Antony Vijay, and H. Anwar Basha, A Dynamic Approach for Detecting the Fake News Using Random Forest Classifier and NLP, Advances in Intelligent Systems and Computing, Springer, Vol. 1257, 2020. https://doi.org/10.1007/978-981-15-7907-3_25.
With B. S. Vidhyasagar, and H. Anwar Basha. “Plant Leaf Diseases Recognition Using Convolutional Neural Network and Transfer Learning.” In Lecture Notes in Electrical Engineering (LNEE), Springer, Singapore, pp. 221-229, 2020. (Scopus Indexed)
With R.Sathya, E.Elamathi , C.Thamizhdevi, G.Revathy. “Human Fingerprint Recognition System (HFRS) For Real-Time Application Using Support Vector Machine (SVM) “, International Journal of Advanced Science and Technology, Vol. 29(6), July 2020. (Scopus Indexed)
With Anwar Basha. H, Sathya. R, Meenakshi. “Multi Keyword Ranked based Search for Secured Cloud Data using Vector Space Model”, Journal of TEST Engineering & Management, Vol. 83, April 2020. (Scopus Indexed)
With AnwarBasha, H., S. SasiKumar, D. Dhanasekaran. “A Proficient Remote Information Responsibility Check Protocol in Multi-Cloud Environment.” Evolutionary Intelligence, Springer, pp. 1-15, 2019. (ESCI, Scopus Indexed, UGC-CARE)
With Vidhyasagar, B. S., J. Raja Paul Perinbam, M. Krishnamurthy. “A Cost-Effective Data Node Management Scheme for Hadoop Clusters in Cloud Environment.” In Communications in Computer and Information Science (CCIS), Springer, Singapore, pp. 27-37, 2019. (Scopus Indexed)
With A K Nandhana Davi, R. Raghul Sharan, and Poornima G. Nambiar. “Human Pose Estimation and Activity Classification Using Machine Learning Approach.” In Advances in Intelligent Systems and Computing (AISC), Springer, Singapore, pp. 113-123, 2019. (Scopus Indexed)
With Kumar, A. and Verma, J.P. “Early Prediction of Brain Tumor Classification Using Convolution Neural Networks”. In Communications in Computer and Information Science (CCIS), Springer, Singapore, pp. 16-25, 2019. (Scopus Indexed)
With Junaid Ahmad, Bhanu Bhaskar, Haresh Seetharaman, Ajay Kumar. “3DMSNET: 3D CNN Based Brain MRI Segmentation”, International Journal of Recent Technology and Engineering (IJRTE), ISSN: 2277-3878, Vol. 8(5S3), 2019. (Scopus Indexed)
With S. Thalapathiraj, B. Baskaran. “Novel approach for texture feature extraction and classification of satellite images using Modified Hilbert Matrix”, AIP Conference Proceedings, 2019. (Scopus Indexed)
With A. Jothimani, Parimi Prasanth, Shradha Anil. “Facial Expression for Emotion Detection using Deep Neural Networks”, International Journal of Recent Technology and Engineering (IJRTE), ISSN: 2277-3878, Vol. 8(1S2), 2019. (Scopus Indexed)
With B S Vidhyasagar, J Rajapaulperinbam, M Krishnamurthy. “An Effective Resource Management in Hadoop Cluster using Optimized Algorithm”, International Journal of Recent Technology and Engineering (IJRTE), ISSN: 2277-3878, Vol. 8(1), 2019. (Scopus Indexed)
With Jatin Katyal, Poonkodi Mariappan. “Modular Face Recognition: A Customizable System”, International Journal of Recent Technology and Engineering (IJRTE), ISSN: 2277-3878, Vol. 7(6S3), 2019. (Scopus Indexed)
With R. Rajkumar. “A Study on Convolutional Neural Networks with Active Video Tubelets for Object Detection and Classification.” In Soft Computing and Signal Processing, Springer, Singapore, pp. 107-115, 2019. (Scopus Indexed)
With H. Anwar Basha, Ajay Kumar, R. Sathya, and M. Kalaiselvi Geetha. “A Vision-Based On-road Vehicle Light Detection System Using Support Vector Machines.” In Integrated Intelligent Computing, Communication and Security, Springer, Singapore, pp. 117-126. 2019. (Scopus Indexed)
With Ajay Kumar, Shweta Sinha, “Effective Testing Methodology Using Bi-Directional Symbolic Analysis”, International Journal of Pure and Applied Mathematics, Vol. 119(13), pp. 261-269, 2018.
With Sridhar, Shruthi Hiranmayi. “Traffic Engineering: An Application of MPLS L3 VPN Technology”, International Conference on Trends in Electronics and Informatics (ICOEI), IEEE, 2018. (Scopus Indexed)
With G. Chamundeeswari, and S. Prasanna Bharathi. “Human Action Recognition using 3D Convolutional Neural Networks with 3D Motion Cuboids in Surveillance Videos.” Procedia Computer Science, Elsevier, Vol. 133, pp. 471-477, 2018. (Scopus Indexed)
With Vidhyasagar B S, Ajithkumar M, Shaik Sajid, Syed Khadeer, Rahul P. “Cost Effective PSO Model for MapReduce in Cloud Environment”, International Journal of Computer Sciences and Engineering, Vol. 6(4), pp. 497-501, 2018.
With C Sabarinathan, R N Naresh, M Shreeram and R Vaidyanathan. “Detection of Hazardous Gas Composition in Sewer Pipeline and to Identifying Safe Working Condition in Sewer Pipelines”. International Journal of Computer Applications, 180(40), pp.1-6, 2018.
With M. Kalaiselvi Geetha, “Automatic Human Emotion Recognition in Surveillance Video”, Intelligent Techniques in Signal Processing for Multimedia Security, USA: Springer Verlag, ISBN 978-3-319-44790-2, pp. 321-342, 2017. DOI: 10.1007%2F978-3-319-44790-2_15. Book Chapter (Scopus Indexed)
With M. Kalaiselvi Geetha, “Internet of Things Based Intelligent Elderly Care System”, Internet of Things: Novel Advances and Envisioned Applications, Springer-Verlag, Switzerland: Springer-Verlag, ISBN 10: 331953470X ISBN 13: 9783319534701, pp. 207-229. 2017, DOI: 10.1007/978-3-319-53472-5_10. Book Chapter (Scopus Indexed)
With B. S. Vidhyasagar, S. Aravinda Krishnan, D. Manikkannan. “An Implementation and Performance Monitoring of Virtual Machines using Ganglia in Eucalyptus Private Cloud”, International Journal on Computer Science and Engineering (IJCSE), 9(10), pp.606-611, 2017.
With A. Yashwanth, and Shaik Shammer. “Canonical Correlation-Based Feature Fusion Approach for Scene Classification.” Intelligent Systems Design and Applications, pp. 134-143. Springer, 2017. (Scopus Indexed)
With R. Santhoshkumar, M. Kalaiselvi Geetha, “Activity Based Human Emotion Recognition in Video”, International Journal of Pure and Applied Mathematics, Vol. 117(15), pp. 1185-1194, 2017.
With R. Santhoshkumar, M. Kalaiselvi Geetha. “SVM – KNN based Emotion Recognition of Human in Video using HOG Feature and KLT Tracking Algorithm”, International Journal of Pure and Applied Mathematics, Vol. 117(15), pp. 621-634, 2017.
With M. Kalaiselvi Geetha, A. Geetha. “Early Recognition of Suspicious Activity for Crime Prevention”, Emerging Technologies in Intelligent Applications for Image and Video Processing, IGI Global Publisher, USA: IGI Global Publisher, ISBN13: 9781466696853, pp. 209-236. 2016. DOI: 10.4018/978-1-4666-9685-3. – Book Chapter (Scopus Indexed)
With M. Kalaiselvi Geetha, “Difference Intensity Distance Group Pattern for Recognizing Actions in Video using SVM”, Journal of Pattern Recognition and Image Analysis, Springer, ISSN: 1054-6618, Vol. 26(4), pp. 688–696, 2016. (RSCI, Scopus Indexed)
With M. Kalaiselvi Geetha, “Automated Complex Activity Recognition in Multiple Person Interaction”, Journal of Imaging and Robotics, CESER Publication (JIR), ISSN: 2231-525X, Vol. 16(3), pp. 71-85, 2016. (Web of Science & Scopus Indexed)
With S. Gowsalya, M. Kalaiselvi Geetha. “CMI-HoG for Human Emotion Recognition in Video using Tree based Classifiers”, International Journal of Control Theory and Applications, ISSN: 0974-5572, Vol. 9(3), pp. 1535-1543, 2016. (Scopus Indexed)
With M. Kalaiselvi Geetha, “Vision-Based Human Action Recognition in Surveillance Videos using Motion Projection Profile Features”, Lecture Notes in Computer Science (LNCS), Springer, ISSN: 0302-9743, Vol. 9468, pp. 307-316, 2016. (Scopus Indexed)
With M. Kalaiselvi Geetha, “Human Activity Recognition Based on Motion Projection Profile Features in Surveillance Videos Using Support Vector Machines and Gaussian Mixture Models”, Communications in Computer and Information Science (CCIS), Springer, ISSN: 1865–0929, Vol. 536, pp. 412-423, 2015. (Scopus Indexed)
With, M. Kalaiselvi Geetha. T. Nanthini, “Occlusion Detection Based on Fractal Texture Analysis in Surveillance Videos Using Tree-Based Classifiers”, Communications in Computer and Information Science (CCIS), Springer, ISSN: 1865-0929, vol. 536, pp. 307-316, 2015. (Scopus Indexed)
With M. Kalaiselvi Geetha. “Maximum Intensity Block Code for Action Recognition in Video Using Tree-based Classifiers”, Advances in Intelligent Systems and Computing (AISC), Springer, ISSN: 2194-5357, vol. 325, pp. 715-722, 2015. (Scopus Indexed)
With T. Nanthini, M. Kalaiselvi Geetha. “Occlusion Handling Based on Fractal Texture Analysis in Surveillance Video using Neural Network Classifier”, International Journal of Applied Engineering Research (IJAER), ISSN: 0973-4562, Vol. 9(20), 2014. (Scopus Indexed)
With M. Kalaiselvi Geetha. “Human Activity Recognition Based on Projected Histogram Features in Surveillance Videos using Tree Based Classifiers”, International Journal of Applied Engineering Research (IJAER), ISSN: 0973-4562, vol. 9(21), pp. 4950-4954, 2014. (Scopus Indexed)
With K. Saranya, M. Kalaiselvi Geetha. “Multiple Objects Tracking for Intelligent Surveillance”, International Journal for Advance Research in Engineering and Technology (IJARET), ISSN: 2320-6802, pp. 74-79, 2014.
With S. Kiruthiga, M. Kalaiselvi Geetha. “Efficient Codebook for Human Activity Recognition in Surveillance Video”, International Journal for Advance Research in Engineering and Technology (IJARET), ISSN: 2320-6802, pp. 137-141, 2014.
With M. Kalaiselvi Geetha, “An Efficient Multi-view Based Activity Recognition System for Video Surveillance Using Random Forest”, Smart Innovation, Systems and Technologies, Springer, ISSN: 2190-3018, Vol. 32, pp. 111-122, 2014. (Scopus Indexed)
With S. Kiruthiga, M. Kalaiselvi Geetha. “Visual Words for Human Activity Recognition in Surveillance Video”, IOSR Journal of Computer Engineering (IOSR-JCE), ISSN: 2278-8727, Vol. 2, pp. 37-43, 2014.
With K. Saranya, M. Kalaiselvi Geetha. “Motion Detection and Tracking of Multiple Objects for Intelligent Surveillance”, IOSR Journal of Computer Engineering (IOSR-JCE), ISSN: 2278-8727, Vol. 1, pp. 49-55, 2014.
With M. Kalaiselvi Geetha, “Motion Intensity Code for Action Recognition in Video Using PCA and SVM”, Lecture Notes in Computer Science (LNCS), Springer, ISSN: 0302-9743, Vol. 8284, pp. 70-81, 2013. (Scopus Indexed)
With M. Kalaiselvi Geetha, “Automatic Activity Recognition for Video Surveillance”, International Journal of Computer Applications (IJCA), ISSN: 0975-8887, Vol. 75(9), pp. 1-6, 2013.
With M. Kalaiselvi Geetha, “A Quantitative Real-Time Analysis of Object Tracking Algorithm for Surveillance Applications”, International Journal of Emerging Technology and Advanced Engineering (IJETAE), ISSN: 2250-2459, vol. 3(1), pp. 234-240, 2013.

Papers Presented

Arunnehru. “Human Pose Estimation and Activity Classification using Machine Learning Approach”, International Conference on Soft Computing and Signal Processing, Malla Reddy College of Engineering and Technology, Hyderabad, India, 21-22 June, 2019.
Arunnehru. “Human Activity Recognition based on Motion Projection Profile Features in Surveillance videos using SVM and GMM”, Third International Symposium on Security in Computing and Communications (SSCC’15), SCMS School of Engineering & Technology, Kochi, Kerala, India, August 10-13, 2014.
Arunnehru. “Occlusion Detection Based on Fractal Texture Analysis in Surveillance Videos using Tree-based Classifiers”, Third International Symposium on Security in Computing and Communications (SSCC’15), SCMS School of Engineering & Technology, Kochi, Kerala, India, August 10-13, 2014.
Arunnehru. “Maximum Motion Representation and Recognizing Activity in Surveillance Video”, Second International Conference on Emerging Research in Computing, Information, Communication and Applications – ERCICA- 2014, Elsevier, Bangalore, India, August 1-2, 2014.
Arunnehru. “Codebook Generation for Action Classification in Vision based Surveillance”, Eighth International Conference on Image and Signal Processing (ICISP-2014), Elsevier, Bangalore, India, July 25–27, 2014.
Arunnehru. “Maximum Intensity Block Code for Action Recognition in Video using Tree Based Classifiers”, Springer International Conference on Artificial Intelligence and Evolutionary Algorithms in Engineering Systems (ICAEES’14), Noorul Islam Centre for Higher Education, Noorul Islam University, Kumaracoil, Kanyakumari, Tamilnadu, India, April 22 & 23, 2014.
Arunnehru. “Motion Intensity Code for Action Recognition in Video using PCA and SVM”, International Conference on Mining Intelligence and Knowledge Exploration (MIKE’13), Virudhunagar Hindu Nadar’s Senthikumara Nadar College, Virudhunagar, Tamilnadu, India, Dec 18-20, 2013.
Arunnehru. “Behavior recognition in surveillance video using temporal features”, Fourth International Conference on Computing, Communications and Networking Technologies (ICCCNT), IEEE, Tiruchengode, India, July 4-6, 2013.
Arunnehru. “A Quantitative Real-Time Analysis of Object Tracking Algorithm for Surveillance Applications”, International Conference on Information, Systems and Computing (ICISC’13), Sri Sai Ram Engineering College, West Tambaram, Chennai, India, January 4-5, 2013.

Academic Experience

Assistant Professor (Sr.G), Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, Tamil Nadu, 2017 – till date
Senior Research Fellow, Department of Computer Science and Engineering, Faculty of Engineering and Technology, Annamalai University, Tamil Nadu, 2012 – 2017.
Lecturer, Department of Computer Science and Engineering, IFET College of Engineering, Villupuram, Tamil Nadu, June 2010 – June 2012.

Achievements and Awards

Received “AWS Educate Cloud Ambassador” from Amazon Web Services, 2020.
Received “Best Paper Award” in Research Conference on IoT, Cloud and Data Science, SRM Institute of Science and Technology, Vadapalani, 2019.
Received “Best Paper Award” in International Conference on Pattern Recognition and Multimedia Signal Processing, Annamalai University, 2015.
Received an “Award of Excellence – Best Paper Award” in Springer International Conference on Artificial Intelligence and Evolutionary in Engineering Systems, Noorul Islam University, Kumaracoil, 2014.

Membership

The Institution of Engineering and Technology (IET)- Annual Member: 1100664483, 2018.
International Economics Development Research Center (IEDRC) – Life Member: 90081089, 2018.
The Indian Science Congress Association (ISCA)- Annual Member: A5956, 2017.
Indian Society of Technical Education (ISTE) – Life Member, LM78036, 2011.
International Association of Engineers (IAENG) – Life Member: 134028, 2012.

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University Building, C – Block,
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Enjoy your Student Life & Excel at SRM

Contact Address

SRM Institute of Science & Technology,
University Building, C – Block,
No.1, 100 Feet Road,
Jawaharlal Nehru Salai,
Adjacent to SIMS Hospital,
Vadapalani, Chennai – 600026

Engineering & Technology

Management Studies

Science & Humanities

Contact Address

SRM Institute of Science & Technology,
University Building, C – Block,
No.1, 100 Feet Road,
Jawaharlal Nehru Salai,
Adjacent to SIMS Hospital,
Vadapalani, Chennai – 600026

Engineering & Technology

Management Studies

Science & Humanities

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Dr. J. Arun Nehru

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