Samit Ari

Associate Professor

Electronics and Communication Engineering

 (+91) 661 246 2464 , 3464

 samit[at]nitrkl.ac.in

 Biosketch

83

Publications       

6

Sponsored Projects

0

Consultancy Projects

14

Doctoral Students

3

Continuing Education

29

PG Dissertation

 Personal Information

Prof. Samit Ari

Associate Professor

Electronics and Communication Engineering

Joined in Jul 2009

 Room Number:

 Department of Electronics and Communication Engineering, National Institute of Technology Rourkela, Sundargarh, Odisha, India - 769008

 Education Qualification

  1. Ph.D.
    Signal Processing, Machine Learning, Artificial Intelligence.
    Department of Electronics and Electrical Communication Engineering, IIT Kharagpur.

 Experience

Teaching Experience
  • Signal Processing, Image Processing, Soft Computing, Machine Intelligence,  Department of Electronics and Communication Engineering, NIT Rourkela,  02 Jul 2009 - Present

 Expertise Information

Research Group
Signal Processing
Areas of Interest
Machine Learning, Artificial Intelligence, Pattern Recognition, Signal Processing, Image Processing.

 Projects

Unauthorized person detection and location monitoring using thermal imaging and Gait recognition.

 SERB

 Principal Investigator

 36 months

 Completed

Sponsored

Development of a Brain Controlled Robotic wheel chair for Amyotrophic lateral sclerosis (ALS) patient.

 Media Lab Asia,DEITY

 Principal Investigator

 60 months

 Completed

Sponsored

Development of Advanced holter monitor with extended recording and episode detection

 IMPRINT India and IIT Kharagpur

 Principal Investigator

 36 months

 Completed

Sponsored

Development of a hand Gesture based interface system for Remote Controlled Surveillance Mobile Robot.

 DRDO

 Principal Investigator

 36 months

 Completed

Sponsored

Automatic Detection of Cardiac Arrhythmias using Electrocardiographic Signal

 SERB

 Principal Investigator

 36 months

 Completed

Sponsored

Development of a Data Acquisition system for OTOMELERA naval gun.

 DRDO

 Principal Investigator

 36 months

 Completed

Sponsored

 Continuing Education

Machine Learning Techniques for Signal & Image Processing Applications

 Electronics and Communication Engineering

 Coordinator

 17 Dec 2018 - 21 Dec 2018

Short-term Course

Short Term Course on Soft computing tools & practice on image processing application

 Electronics and Communication Engineering

 Coordinator

 02 Jun 2014 - 07 Jun 2014

Short-term Course

Machine Learning Techniques for Signal & Image Processing Applications

 Electronics and Communication Engineering

 Coordinator

 18 Apr 2022 - 22 Apr 2022

Workshop

 Publications

Google Scholar h-index

Google Scholar i10-index

0

Scopus h-index

Total Publications: 83
J. Thati and S. Ari, "A systematic extraction of glacial lakes for satellite imagery using deep learning based technique", Measurement, vol.192, pp.110858, Elsevier 2022, 10.1016/j.measurement.2022.110858 Article
S. J. Saida and S. Ari, "Automatic detection of ocean eddy based on deep learning technique with attention mechanism", in IEEE 28th National Conference on Communication (NCC), pp.302-307, IEEE 2022, http://hdl.handle.net/2080/3643 Inproceedings
S. Kundu and S. Ari, "Brain-Computer Interface Speller System for Alternative Communication: A Review", IRBM, Elsevier 2022, 10.1016/j.irbm.2021.07.001 Article
J. Thati and S. Ari, "GLeSI: A system for extraction of glacial lakes using satellite imagery", Concurrency and Computation: Practice and Experience, Wiley 2022, 10.1002/cpe.7184 Article
J. P. Sahoo, S. P. Sahoo, S. Ari, and S. K. Patra, "RBI-2RCNN: Residual Block Intensity Feature using a Two-stage Residual Convolutional Neural Network for Static Hand Gesture Recognition", Signal, Image and Video Processing, Springer 2022, doi.org/10.1007/s11760-022-02163-w Article

Show All Publications(+)

K. S, J. P. Sahoo, and S. Ari, "Surface electromyographic hand gesture signal classification using a set of time-domain features", in 4th International Conference on Machine Intelligence and Signal Processing(MISP), Springer 2022, http://hdl.handle.net/2080/3643 Inproceedings
N. Gupta, S. Ari, and A. K. Mishra, "A novel unsupervised thresholding technique for Landsat image change detection", in In Proc. of the Twelfth Indian Conference on Computer Vision, Graphics and Image Processing, vol.article no.: 10, pp.1-9, ACM, December 2021, 10.1145/3490035.3490267 Inproceedings
J. P. Sahoo, S. Ari, and S. K. Patra, "A user independent hand gesture recognition system using deep CNN feature fusion and machine learning technique", New Paradigms in Computational Modeling and Its Applications, ch.13, pp.189-207, Academic Press, Elsevier 2021, 10.1016/B978-0-12-822133-4.00011-6 Inbook
N. Gupta, S. Ari, and N. Panigrahi, "Change detection in Landsat images using unsupervised learning and RBF-based clustering", IEEE Transactions on Emerging Topics in Computational Intelligence, vol.5, no.2, pp.284 - 297, IEEE 2021, 10.1109/TETCI.2019.2932087 Article
J. Thati, S. Ari, and K. Agrawal, "Extraction of glacial lakes in the Himalayan region using Landsat imagery", New Paradigms in Computational Modeling and Its Applications, ch.15, pp.241-254, Academic Press, Elsevier 2021, 10.1016/B978-0-12-822133-4.00004-9 Inbook
S. P. Sahoo, S. Ari, K. Mahapatra, and S., "HAR-Depth: A Novel Framework for Human Action Recognition Using Sequential Learning and Depth Estimated History Images", IEEE Transactions on Emerging Topics in Computational Intelligence, vol.5, no.5, pp.813 - 825, IEEE 2021, 10.1109/TETCI.2020.3014367 Article
G. R. Locharla, K. Mahapatra, and S. Ari, "Radix-8 Modified Booth Fixed-Width Signed Multipliers with Error Compensation", Arabian Journal for Science and Engineering, vol.46, no.2, pp.1115-1125, Springer 2021, 10.1007/s13369-020-04920-w Article
A. J. Prakash, S. Samantray, and S. Ari, "SpEC: A system for patient specific ECG beat classification using deep residual network", Biocybernetics and Biomedical Engineering, vol.40, no.4, pp.1446-1457, Elsevier, December 2020, 10.1016/j.bbe.2020.08.001 Article
S. Kundu and S. Ari, "MsCNN: A deep learning framework for P300 based brain-computer interface speller", IEEE Transactions on Medical Robotics and Bionics, vol.2, no.1, pp.86 - 93, IEEE, February 2020, 10.1109/TMRB.2019.2959559 Article
S. Kundu and S. Ari, "P300 based character recognition using convolutional neural network and support vector machine", Biomedical Signal Processing and Control, vol.55, no.101645, pp.1-7, Elsevier, January 2020, 10.1016/j.bspc.2019.101645 Article
S. Kundu and S. Ari, "A deep learning architecture for P300 detection with brain-computer interface application", IRBM, vol.41, no.1, pp.31-38, Elsevier 2020, 10.1016/j.irbm.2019.08.001 Article
S. P. Sahoo and S. Ari, "A three stream deep network on extracted projected planes for human action recognition", in IEEE International Conference on Computer, Electrical & Communication Engineering (ICCECE), IEEE, Kolkata, West Bengal, India 2020 Inproceedings
A. J. Prakash and S. Ari, "AAMI standard cardiac arrhythmia detection with random forest using mixed features", in IEEE 16th India Council International Conference (INDICON), IEEE, Rajkot, India, India, December 2019, 10.1109/INDICON47234.2019.9030317 Inproceedings
S. Kundu and S. Ari, "Fusion of convolutional neural networks for P300 based character recognition", in International Conference on Information Technology (ICIT), IEEE, Bhubaneswar, India, India, December 2019, 10.1109/ICIT48102.2019.00034 Inproceedings
S. Kundu and S. Ari, "P300 based character recognition using sparse autoencoder with ensemble of SVMs", Biocybernetics and Biomedical Engineering, vol.39, no.4, pp.956-966, Elsevier, December 2019, 10.1016/j.bbe.2019.08.001 Article
A. J. Prakash and S. Ari, "A system for automatic cardiac arrhythmia recognition using electrocardiogram signal", Bioelectronics and Medical Devices:From Materials to Devices - Fabrication, Applications and Reliability, ch.35, pp.891-911, Elsevier, woodhead publishing in electronic and optical materials, June 2019, 10.1016/B978-0-08-102420-1.00042-X Inbook
S. P. Sahoo, U. Srinivasu, and S. Ari, "3D Features for human action recognition with semi-supervised learning", IET Image Processing, vol.13, no.6, pp.983-990, The Institution of Engineering Technology, May 2019, 10.1049/iet-ipr.2018.6045 Article
N. Gupta, P. Singh, and S. Ari, "Feature fusion based unsupervised change detection in optical satellite images", in 5th International Conference on Convergence in Technology (I2CT), IEEE, Pune, India., March 2019, 10.1109/I2CT45611.2019.9033712. Inproceedings
S. P. Sahoo, S. R, and S. Ari, "Fusion of histogram based features for human action recognition", in 5th International Conference on Advanced Computing & Communication Systems (ICACCS), IEEE, Coimbatore, Tamilnadu, India., March 2019, 10.1109/ICACCS.2019.8728473 Inproceedings
N. Gupta and S. Ari, "Spatial neighborhood mutual information based satellite image change detection", in 5th International Conference on Convergence in Technology (I2CT), IEEE, Pune, India, March 2019 Inproceedings
P. C. Kanth, N. Gupta, and S. Ari, "Change detection in multispectral satellite images using histogram based thresholding technique", in 3rd IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT), IEEE, Coimbatore, Tamil Nadu, INDIA, February 2019, 10.1109/ICECCT.2019.8869500 Inproceedings
S. P. Sahoo and S. Ari, "On an algorithm for human action recognition", Expert Systems with Applications, vol.115, pp.524-534, Elsevier, January 2019, 10.1016/j.eswa.2018.08.014 Article
S. P. Sahoo and S. Ari, "On an algorithm for human action recognition", Expert Systems with Applications, vol.115, pp.524-534, Elsevier, January 2019, https://doi.org/10.1016/j.eswa.2018.08.014 Article
S. Ari, "An overview of the research work on multispectral imaging, hand gesture recognition, EEG and ECG signal processing", CSI Transactions on ICT, vol.7, pp.75-79, Springer 2019, 10.1007/s40012-019-00255-6 Article
S. P. Sahoo and S. Ari, "Depth estimated history image based appearance representation for human action recognition", in 2019 IEEE Region 10 Conference (TENCON), pp.965-969, IEEE 2019 Inproceedings
Jai. P. Sahoo, S. Ari, and S. K. Patra, "Hand gesture recognition using PCA based deep CNN reduced features and SVM classifier", in IEEE international symposium on smart electronic systems (ISES), pp.221--224 2019 Inproceedings
S. Kundu and S. Ari, "P300 detection with brain-computer interface application using PCA and ensemble of weighted SVMs", IETE Journal of Research, vol.64, no.3, pp.406-414, Taylor & Francis, August 2018, 0.1080/03772063.2017.1355271 Article
D. A. Reddy, J. P. Sahoo, and S. Ari, "Hand gesture recognition using local histogram feature descriptor", in 2nd International Conference on trends in electronics and informatics (ICOEI), IEEE, May 2018 Inproceedings
U. Srinivasu, S. P. Sahoo, and S. Ari, "Semi-supervised learning in random forest classifier for human action recognition", in Proceedings of the 2nd International Conference on Trends in Electronics and Informatics (ICOEI 2018), pp.237-241, IEEE, Tamil Nadu, India, May 2018 Inproceedings
N. Gupta, G. V. Pillai, and S. Ari, "Change detection in optical satellite images based on local binary similarity pattern technique", IEEE Geoscience and Remote Sensing Letters, vol.15, no.3, pp.389-393, IEEE, January 2018, 10.1109/LGRS.2018.2789404 Article
G. R. Locharla, K. Mahapatra, and S. Ari, "Variable length mixed radix MDC FFT/IFFT processor for MIMO-OFDM application", IET Computers & Digital Techniques, vol.12, no.1, Institution of Engineering and Technology, January 2018, 10.1049/iet-cdt.2017.0018 Article
N. Gupta, G. V. Pillai, and S. Ari, "Change detection in landsat images based on local neighborhood information", IET Image Processing, vol.12, no.11, pp.2051-2058, IET 2018, 10.1049/iet-ipr.2018.5524 Article
J. P. Sahoo, S. Ari, and D. K. Ghosh, "Hand gesture recognition using DWT and F-ratio based feature descriptor", IET Image Processing, vol.12, no.10, pp.1780 – 1787, IET 2018, 10.1049/iet-ipr.2017.1312 Article
S. Kundu and S. Ari, "P300 detection using ensemble of SVM for brain-computer interface application", in 9th International conference on computing, communication and networking technologies (ICCCNT), IEEE 2018 Inproceedings
S. Kundu and S. Ari, "Score normalization of ensemble SVMs for brain-computer interface P300 speller", in 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, Delhi, India, July 2017, 10.1109/ICCCNT.2017.8204119 Inproceedings
S. R, S. P. Sahoo, and S. Ari, "3D spatial-temporal view based motion tracing in human action recognition", in International Conference on Communication and Signal Processing (ICCSP), IEEE, Chennai, India, April 2017, 10.1109/ICCSP.2017.8286712 Inproceedings
G. V. Pillai, N. Gupta, and S. Ari, "Descriptors based unsupervised change detection in satellite images", in International Conference on Communication and Signal Processing (ICCSP), pp.1629-1633, IEEE, Chennai, India, April 2017, 10.1109/ICCSP.2017.8286666 Inproceedings
N. Gupta, G. V. Pillai, and S. Ari, "Unsupervised change detection in optical satellite images using binary descriptor", in 2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), IEEE, Chennai, India, March 2017, 10.1109/WiSPNET.2017.8299861 Inproceedings
G. R. Locharla, S. K. K, K. Mahapatra, and S. Ari, "Implementation of MIMO data reordering and scheduling methodologies for eight-parallel variable length multi-path delay commutator FFT/IFFT", IET Computers & Digital Techniques, vol.10, no.5, pp.215-225, IET 2016, 10.1049/iet-cdt.2015.0165 Article
D. K. Ghosh and S. Ari, "On an algorithm for vision-based hand gesture recognition", Signal, Image and Video Processing, vol.10, no.4, pp.655-662, Springer 2016, 10.1007/s11760-015-0790-4 Article
G. K. Sahoo, S. Ari, and S. K. Patra, "Performance evaluation of ECG compression techniques", in 2015 IEEE International Conference Electrical, Computer and Communication Technologies (ICECCT), pp.1-5, IEEE, J P Nagar, Arasampalayam Coimbatore Tamil Nadu, March 2015, 10.1109/ICECCT.2015.7226202 Inproceedings
S. P. Sahoo and S. Ari, "Automated human tracking using advanced mean shift algorithm", in IEEE International Conference on Communications and Signal Processing (ICCSP), pp.789-793, Institute of Electrical and Electronics Engineers Inc. 2015, 10.1109/ICCSP.2015.7322600 Inproceedings
M. Thomas, M. K. Das, and S. Ari, "Automatic ECG arrhythmia classification using dual tree complex wavelet based features", AEU - International Journal of Electronics and Communications, vol.69, no.4, pp.715-721, Elsevier 2015, 10.1016/j.aeue.2014.12.013 Article
G. R. Locharla, U. K. S, K. Mahapatra, and S. Ari, "Implementation of input data buffering and scheduling methodology for 8 parallel MDC FFT", in IEEE 19th International Symposium on VLSI Design and Test (VDAT), pp.1-6, Institute of Electrical and Electronics Engineers Inc. 2015, 10.1109/ISVDAT.2015.7208107 Inproceedings
S. Chatterjee, D. K. Ghosh, and S. Ari, "Static Hand Gesture Recognition Based on Fusion of Moments", in Proceedings of ICCD-Intelligent Computing, Communication and Devices, pp.429-434, Springer 2015, 10.1007/978-81-322-2009-1_48 Inproceedings
D. K. Ghosh and S. Ari, "Static hand gesture recognition using mixture of features and SVM classifier", in IEEE 5th International Conference on Communication Systems and Network Technologies (CSNT), pp.1094-1099, IEEE 2015, 10.1109/CSNT.2015.18 Inproceedings
B. B. Pradhan, S. Ari, G. K. Sahoo, D., S. K. Patra, and R. Appavuraj, "Wavelet transform based error detection in signal acquired from artillery unit", in IEEE 1st International Conference on Condition Assessment Techniques in Electrical Systems (CATCON), IEEE, February 2014, 10.1109/CATCON.2013.6737506 Inproceedings
J., M. K. Das, S. Ari, and S. Behera, "Autocorrelation and Hilbert transform-based QRS complex detection in ECG signal", International Journal of Signal and Imaging Systems Engineering, vol.7, no.1, pp.52-58, Inderscience Enterprises Ltd. 2014, 10.1504/IJSISE.2014.057939 Article
M. Thomas, M. K. Das, and S. Ari, "Classification of cardiac arrhythmias based on dual tree complex wavelet transform", in IEEE International Conference on Communications and Signal Processing (ICCSP), pp.729-733, Institute of Electrical and Electronics Engineers Inc. 2014, 10.1109/ICCSP.2014.6949939 Inproceedings
M. K. Das and S. Ari, "ECG Beats Classification Using Mixture of Features", International Scholarly Research Notices, vol.2014, Handawi 2014, 10.1155/2014/178436 Article
S. Ari, D. K. Ghosh, and P., "Edge detection using ACO and F-ratio", Signal, Image and Video Processing, vol.8, no.4, pp.625-634, Springer-Verlag London Ltd 2014, 10.1007/s11760-013-0569-4 Article
S. Ari, S. K. Behera, and U. C. Pati, "Editorial", International Journal of Signal &Imaging Systems Engineering;Special Issue on Electronic Systems III, vol.7, no.1, pp.1-2 2014 Misc
S. Ari, S. K. Behera, and U. C. Pati, "Editorial: special issue on electronic systems – part III", International Journal of Signal and Imaging Systems Engineering, vol.7, no.1, pp.1-2, Inderscience 2014 Article
M. K. Das and S. Ari, "Electrocardiogram beat classification using S-transform based feature set", Journal of Mechanics in Medicine and Biology, vol.14, no.5, pp.1450066, World Scientific Publishing Co. Pte Ltd 2014, 10.1142/S0219519414500663 Article
M. K. Das and S. Ari, "Patient-specific ECG beat classification technique", IET Healthcare technology letters, vol.1, no.3, pp.98-103, IET 2014, 10.1049/htl.2014.0072 Article
S. Ari, M. K. Das, and A. Chacko, "ECG signal enhancement using S-Transform", Computers in biology and medicine, vol.43, no.6, pp.649-660, Elsevier, July 2013, 10.1016/j.compbiomed.2013.02.015 Article
G. K. Sahoo, S. Ari, and S. K. Patra, "ECG signal analysis for detection of cardiovascular abnormalities and ischemic episodes", in 2013 IEEE sponsored Conference on Information & Communication Technologies (ICT), pp.1055-1059, IEEE, Thuckalay, Tamil Nadu, April 2013, 10.1109/CICT.2013.6558254 Inproceedings
M. K. Das and S. Ari, "Analysis of ECG signal denoising method based on S-transform", Innovation and Research in BioMedical engineering (IRBM), vol.34, no.6, pp.362-370 2013, 10.1016/j.irbm.2013.07.012 Article
A. B. D, D. K. Ghosh, and S. Ari, "Color hand gesture segmentation for images with complex background", in IEEE International Conference on Circuits, Power and Computing Technologies (ICCPCT), pp.1127-1131, Nagercoil, India 2013, 10.1109/ICCPCT.2013.6528866 Inproceedings
M. K. Das and S. Ari, "ECG arrhythmia recognition using artificial neural network with S-transform based effective features", in Annual IEEE India Conference (INDICON), pp.1-6, IEEE, Mumbai, India 2013, 10.1109/INDCON.2013.6726153 Inproceedings
G. K. Sahoo, S. Ari, and S. K. Patra, "ECG signal analysis for detection of cardiovascular abnormalities and ischemic episodes", in IEEE Conference on Information & Communication Technologies, IEEE 2013, 10.1109/CICT.2013.6558254 Inproceedings
U. C. Pati, S. K. Behera, and S. Ari, "Editorial", International Journal of Signal & Imaging Systems Engineering:Special Issue on Electronic Systems II, vol.6, no.1, pp.1-2 2013 Misc
M. K. Das, D. K. Ghosh, and S. Ari, "Electrocardiogram (ECG) signal classification using S-transform, genetic algorithm and neural network", in IEEE 1st International Conference on Condition Assessment Techniques in Electrical Systems (CATCON), pp.353-357, IEEE Computer Society, Kolkata 2013, 10.1109/CATCON.2013.6737526 Inproceedings
A. Nayak, D. K. Ghosh, and S. Ari, "Suspicious lesion detection in mammograms using undecimated wavelet transform and adaptive thresholding", in 15th International Conference on Advanced Computing Technologies (ICACT), pp.1-6, IEEE Computer Society, Andhra Pradesh 2013, 10.1109/ICACT.2013.6710546 Inproceedings
S. K. Behera, U. C. Pati, and S. Ari, "Special issue on electronic systems – part I", vol.5, no.4, November 2012 Proceedings
A. Chacko and S. Ari, "Denoising of ECG signals using Empirical Mode Decomposition based technique", in IEEE International Conference on Advances in Engineering, Science and Management (ICAESM), pp.6-9, IEEE, Nagapattinam, Tamil Nadu 2012 Inproceedings
J. P. Sahoo, S. Behera, and S. Ari, "A novel technique for QRS complex detection in ECG signal based on Hilbert transform and autocorrelation", in International Conference on Electronic Systems (ICES), pp.27-31, International Conference on Electronics Systems (ICES-2011), Rourkela, India 2011, http://hdl.handle.net/2080/1379 Inproceedings
D. K. Ghosh and S. Ari, "A static hand gesture recognition algorithm using k-mean based radial basis function neural network", in IEEE Int. Conf. Information, Communications and Signal Processing (ICICS), pp.1-5, IEEE, Singapore 2011, 10.1109/ICICS.2011.6174264 Inproceedings
M. K. Das, S. Ari, and P., "On an algorithm for detection of QRS complexes in noisy electrocardiogram signal", in IEEE Annual India Conference (INDICON), pp.1-5, IEEE, Hyderabad 2011, 10.1109/INDCON.2011.6139345 Inproceedings
S. Ari, K. Hembram, and G. Saha, "Detection of cardiac abnormality from PCG signal using LMS based least square SVM classifier", Expert Systems with Applications, vol.37, no.12, pp.8019-8026, Elsevier 2010, 10.1016/j.eswa.2010.05.088 Article
S. Ari and G. Saha, "In search of an optimization technique for Artificial Neural Network to classify abnormal heart sounds", Applied Soft Computing, vol.9, no.1, pp.330-340, Elsevier 2009, 10.1016/j.asoc.2008.04.010 Article
S. Ari, P. Kumar, and G. Saha, "A Robust Heart Sound Segmentation Algorithm for Commonly Occurring Heart Valve Diseases", Journal of Medical Engineering & Technology, vol.32, no.6, pp.456-465, Taylor & Francis 2008, 10.1080/03091900601015162 Article
S. Ari and G. Saha, "Classification of Heart Sounds using Empirical Mode Decomposition based features", International Journal of Medical Engineering and Informatics, vol.1, no.1, pp.91-108, Inderscience 2008, 10.1504/IJMEI.2008.019473 Article
S. Ari, K. Sensharma, and G. Saha, "DSP implementation of a heart valve disorder detection system from a phonocardiogram signal", Journal of Medical Engineering & Technology, vol.62, no.2, pp.122-132, Taylor & Francis 2008, 10.1080/03091900600861574 Article
S. Ari, K. Sensharma, and G. Saha, "DSP implementation of heart valve disorder detection system from phonocardiogram signal", Journal of Medical Engineering & Technology, vol.32, no.9, pp.122-132, Taylor & Francis 2008, 10.1080/03091900600861574 Article
S. Ari and G. Saha, "In search of an SVD and QRcp based optimization technique of ANN for automatic classification of abnormal heart sounds", International Journal of Electronics and Communication Engineering, vol.2, no.1, pp.1013-1016, Waset 2008, 10.5281/zenodo.1327628 Article
S. Ari and G. Saha, "On a robust algorithm for heart sound segmentation", Journal of Mechanics in Medicine and Biology, vol.7, no.2, pp.129-150, World Scientific 2007, 10.1142/S0219519407002200 Article
S. Ari, P. Kumar, and G. Saha, "On an algorithm for boundary estimation of commonly occurring heart valve diseases in time domain", in IEEE INDICON 2006 third Indian Annual Conference, pp.1-5, IEEE, New Delhi, India 2006, 10.1109/INDCON.2006.302758 Inproceedings

 Courses Taught

  • CS241 : Analog Electronics {Theory}
  • EC100 : Basic Electronics Engineering {Theory}
  • EC201 : Analog Electronics {Theory}
  • EC2610 : Fundamentals of Signals and Systems {Theory}
  • EC311 : Analog Communication Systems {Theory}
  • EC340 : Fundamentals of Digital Signal Processing {Theory}
  • EC341 : Digital Signal Processing {Theory}
  • EC3602 : Digital Image Processing {Theory}
  • EC440 : Soft Computing Techniques {Theory}
  • EC444 : Soft Computing {Theory}
  • EC644 : Soft Computing {Theory}
  • EC655 : Transform Domain Signal Processing {Theory}
  • EC656 : Data Compression {Theory}
  • EC6604 : Machine Intelligence {Theory}
  • EC6609 : Soft Computing {Theory}
  • EE243 : Analog Electronics {Theory}
  • EC270 : Basic Electronics Laboratory {Practical}
  • EC2700 : Basic Electronics Laboratory {Practical}
  • EC273 : Circuit Simulation Laboratory {Practical}
  • EC367 : Product Development Laboratory – I {Practical}
  • EC373 : Analog Communication Laboratory {Practical}
  • EC4701 : Soft Computing Laboratory {Practical}
  • EC472 : Image Processing Laboratory {Practical}
  • EC476 : Bio-Medical Laboratory {Practical}
  • EC665 : Signal Processing Application Laboratory (MATLAB,C) {Practical}
  • EC6674 : Machine Intelligence Laboratory {Practical}
  • EC674 : Soft Computing Laboratory {Practical}

 Research Scholars

Ph.D. Students [14]
Biomedical Signal Processing

 Manab Kumar Das

Enrolled: Jul 2010

 Graduated : May 2015

 Supervisor

A Framework For Vision-Based Static Hand Gesture Recognition

 Dipak Kumar Ghosh

Enrolled: Jul 2010

 Graduated : Oct 2016

 Supervisor

Variable Length Fft/Ifft Processor: Algorithm To Architecture Mapping And Implementation

 Govinda Rao Locharla

Enrolled: Jul 2013

 Graduated : Apr 2018

 Co-Supervisor

Unsupervised Techniques For Change Detection In Multispectral Images

 Neha Gupta

Enrolled: Jul 2014

 Graduated : Dec 2019

 Supervisor

Analysis Of Electroencephalogram Signal For P300 Based Brain-Computer Interface Speller

 Sourav Kundu

Enrolled: Jul 2014

 Graduated : Oct 2020

 Supervisor

Human Action Recognition Based On Analysis Of Video Sequences

 Suraj Prakash Sahoo

Enrolled: Jul 2015

 Graduated : Jun 2021

 Supervisor

Subject Independent Vision Based Hand Gesture Recognition Using Convolutional Neural Networks

 Jaya Prakash Sahoo

Enrolled: Oct 2016

 Thesis Submitted : Dec 2022

 Supervisor

Ecg Signal Processing

 Allam Jaya Prakash

Enrolled: Jul 2017

 Continuing

 Supervisor

Detection And Classification Of Oceanic Eddies

 Shaik John Saida

Enrolled: Jul 2018

 Continuing

 Supervisor

Hyperspectral Image Classification

 Jagadeesh Thati

Enrolled: Jul 2018

 Continuing

 Supervisor

Application Of Machine Intelligence Technique In Signal Processing

 Kshetrimayum Shalu Devi

Enrolled: Jan 2020

 Continuing

 Supervisor

Signal & Image Processing

 Mohammad Iman Junaid

Enrolled: Sep 2020

 Continuing

 Supervisor

Machine Learning

 Madarapu Sandeep

Enrolled: Aug 2021

 Continuing

 Supervisor

Vlsi And Embedded Systems

 Soumyashree Mangaraj

Enrolled: Jul 2022

 Continuing

 Co-Supervisor

Executive Ph.D. Students [2]
Machine Learning Techniques And Implementations

 Revathi Pogiri

 Continuing

 Supervisor

Applications Of Machine Learning Algorithms

 Shanmukha Rao Narsupalli

 Continuing

 Supervisor

M.Tech by Research Students [1]
Signal Proceesing And Pattern Recognisation

 Goutam Kumar Sahoo

 Graduated  (2014)

 Supervisor

 Dissertations

PG Dissertation
  • Ailla Goutham Kumar (213EC3220), "A FRAMEWORK ON AUTOMATIC RFID TAG DETECTION" - M.Tech.    Supervisor     2014-15 Spring
  • Kartheka Sri Vardhan (213EC3214), "FUZZY LOGIC BASED SMART GRID FOR POWER SYSTEM APPLICATION" - M.Tech.    Supervisor     2014-15 Spring
  • Manda Sreevalli (213EC6255), "A frame work for change detection in Hyperspectral images" - M.Tech.    Supervisor     2014-15 Spring
  • Nitesh Ranjan (213EC3226), "ENHANCEMENT OF EEG SIGNAL" - M.Tech.    Supervisor     2014-15 Spring
  • Suraj Prakash Sahoo (213EC6268), "Human tracking and activity recognition for surveillance applications" - M.Tech.    Supervisor     2014-15 Spring
  • Amrit Chakraborty (214EC3399), "Unsupervised Change Detection in Satellite Imagery" - M.Tech.    Supervisor     2015-16 Spring
  • Niyas N N (214EC6217), "Patient Specific Electrocardiogram beat Classification using Expectation Maximization Algorithm" - M.Tech.    Supervisor     2015-16 Spring
  • Rakesh Bute (214EC3011), "Robotic Vehicle Control Using Brain Computer Interface" - M.Tech.    Supervisor     2015-16 Spring
  • Gargi V Pillai (215EC6133), "Descriptors based Unsupervised Change Detection in Satellite Images" - M.Tech.    Supervisor     2016-17 Spring
  • Harshal Tukaram Suryawanshi (215EC3344), "Character Recognition using Brain Computer Interface" - M.Tech.    Supervisor     2016-17 Spring
  • Sandeep Baddiri (215EC6353), "Human Identification using Gait" - M.Tech.    Supervisor     2016-17 Spring
  • Silambarasi R (215EC6134), "Human Action Recognition using Extended Motion History Image and Fusion of Features" - M.Tech.    Supervisor     2016-17 Spring
  • Swati Mandal (215EC6356), "Hand Gesture Recognition Using Fusion Of Features" - M.Tech.    Supervisor     2016-17 Spring
  • Dandu Amarnatha Reddy (216EC6254), "Vision Based Hand Gesture Recognition for Human Computer Interaction" - M.Tech.    Supervisor     2017-18 Spring
  • Mounika Vasimalla (216EC6258), "ECG arrhythmia classification using Convolutional Neural Networks" - M.Tech.    Supervisor     2017-18 Spring
  • Nitin (216EC3210), "Robot Control Using Motor Imagery in Real Time" - M.Tech.    Supervisor     2017-18 Spring
  • Ulli Srinivasu (216EC6242), "Semi-Supervised Learning in Random Forest Classifier for Human Action Recognition" - M.Tech.    Supervisor     2017-18 Spring
  • Chebrolu Lakshmi Prasanna (217EC3390), "Vision based hand gesture recognition using Convolutional neural network" - M.Tech.    Supervisor     2018-19 Spring
  • Ganta Mahesh Babu (217EC5138), "ECG Signal Analysis for Automatic Abnormality Detection" - M.Tech.    Supervisor     2018-19 Spring
  • Perikala Chandra Kanth (217EC6332), "Change Detection in Multispectral Satellite Images" - M.Tech.    Supervisor     2018-19 Spring
  • Atchala Susmitha (218EC6452), "Electrocardiogram Signal Quality Analysis to Predict the Clinical Acceptability" - M.Tech.    Supervisor     2019-20 Spring
  • Kajal Agrawal (218EC6344), "Automatic Extraction of Water Bodies using Landsat 8 Satellite Imagery" - M.Tech.    Supervisor     2019-20 Spring
  • Kudupudi Sekhar Babu (218EC5336), "Human Action Recognition Using LSTM - 2D CNN Model" - M.Tech.    Supervisor     2019-20 Spring
  • Thalamudipikuruva Madhu Sekhar (218EC5343), "Vision Based Hand Posture Detection" - M.Tech.    Supervisor     2019-20 Spring
  • Arun Kumar T L (219EC6498), "HAND GESTURE RECOGNITION SYSTEM" - M.Tech.    Supervisor     2020-21 Spring
  • Chinmaya Behera (219EC7506), "ECG Beat Classification using Deep Learning Techniques" - M.Tech.    Supervisor     2020-21 Spring
  • Katta Pratyusha (220EC6566), "Motor Imagery based EEG Signal Classification using Multi-scale CNN Architecture" - M.Tech.    Supervisor     2021-22 Spring
  • Krishnapriya S (220EC6568), "Surface Electromyography based Hand Gesture Recognition System for Mobile Robot Control" - M.Tech.    Supervisor     2021-22 Spring
  • Swapnil Shrivastava (220EC6570), "Glacial Lake Outburst Flood Prediction based on Satellite Image Analysis" - M.Tech.    Supervisor     2021-22 Spring
UG Dissertation
  • Jalaj Chaturvedi (111EI0242), "Electrocardiogram Signal Compression and Decompression" - B.Tech.    Supervisor     2014-15 Spring
  • Lagnajeet Sahoo (111EC0186), "Hand Gesture Recognition System" - B.Tech.    Supervisor     2014-15 Spring
  • Rajesh Kumar (111EI0414), "development of three lead ECG machine" - B.Tech.    Supervisor     2014-15 Spring
  • Subhrajyoti Senapati (111EC0191), "Unsupervised Classification of Hyperspectral image based on Spectral Features" - B.Tech.    Supervisor     2014-15 Spring
  • Kondapaneni Aravind Kumar (112EI0278), "ROBOT CONTROL USING ELECTROMYOGRAPIC SIGNALS" - B.Tech.    Supervisor     2015-16 Spring
  • Pradip Kunwar (112EC0202), "Study on Hand Gesture Recognition System" - B.Tech.    Supervisor     2015-16 Spring
  • Proneet Nibedit (112EC0206), "ELECTROMYOGRAPHIC SIGNAL ACQUISITION AND ANALYSIS" - B.Tech.    Supervisor     2015-16 Spring
  • Nikhil Kumar (112EC0201), "A Study on Classification of Multispectral Image" - B.Tech.    Supervisor     2016 Summer
  • Goddeti Saikiran (113EI0554), "ROBOT CONTROL USING HAND GESTURE" - B.Tech.    Supervisor     2016-17 Spring
  • Palavai Kalyan Harshavardhan (113EI0290), "Human Detection And Tracking for surveillance Applications" - B.Tech.    Supervisor     2016-17 Spring
  • Vyza Yashwanth Sai Reddy (113EI0591), "Robot Control Using Brain-Computer Interface System" - B.Tech.    Supervisor     2016-17 Spring
  • Asish Kumar Agarwalla (114EC0387), "P300 based character recognition Using Deep Neural Network" - B.Tech.    Supervisor     2017-18 Spring
  • Asutosh Behera (114EI0171), "ECG Acquisition System for Abnormality Detection" - B.Tech.    Supervisor     2017-18 Spring
  • Marella Doleswara Chandu (114EC0390), "EEG Signal Acquisition for Brain Controlled Wheelchair" - B.Tech.    Supervisor     2017-18 Spring
  • Duvvuri Venkat Nihal (115EI0351), "EEG Signal Classification" - B.Tech.    Supervisor     2018-19 Spring
  • Mattam Pottimgari Sree Ganesh Kumar Reddy (115EC0636), "Implementation of an Arrhythmia Detection Scheme with Cellular Based Alert Framework" - B.Tech.    Supervisor     2018-19 Spring
  • Padala Uma Maheswari (115EC0266), "Water Quality Assessment using MultiSpectral Remote Sensing Data" - B.Tech.    Supervisor     2018-19 Spring
  • Anshuman Maharana (116EI0360), "Design and Development of Quadcopter Altitude Control System" - B.Tech.    Supervisor     2019-20 Spring
  • Paga Rishitha (116EI0373), "Perceptual Categorization of Visual Objects for Brain-Computer Interface using Deep Learning Techniques" - B.Tech.    Supervisor     2019-20 Spring
  • Thota Rohith (116EC0247), "Development of Hand Gesture Recognition Algorithm." - B.Tech.    Supervisor     2019-20 Spring
  • Abhijeet Tripathy (117EI0455), "Motor Imagery EEG Classification for BCI systems" - B.Tech.    Supervisor     2020-21 Spring
  • Shreya Somani (117EC0329), "Quality Assessment of acquired EEG Signal" - B.Tech.    Supervisor     2020-21 Spring
  • Alok Kumar Mahalik (117EC0303), "Techniques for ECG Signal Denoising" - B.Tech.    Supervisor     2021 Summer
  • Alok Kumar Mahalik (117EC0303), "Techniques for Noise removal of ECG signals" - B.Tech.    Supervisor     2021 Summer
  • Amrit Sahani (118EC0259), "Automated Cardiac Arrhythmia Detection using Deep Learning" - B.Tech.    Supervisor     2021-22 Spring
  • Mrutyunjay Biswal (118EI0350), "An Attention Mechanism Based Approach for Motor Imagery Classification" - B.Tech.    Supervisor     2021-22 Spring
  • Abhijit Nayak (710EC4048), "Human Identification using Gait" - B.Tech. M.Tech Dual Degree    Supervisor     2014-15 Spring
  • A Pratyusha (711EC4117), "SUSPICIOUS LESION DETECTION IN DIGITAL MAMMOGRAMS" - B.Tech. M.Tech Dual Degree    Supervisor     2015-16 Spring
  • Pooja Singh (713EC2061), "Unsupervised Change Detection in Optical Satellite images and its Implementation in HDL" - B.Tech. M.Tech Dual Degree    Supervisor     2017-18 Spring
  • Aditya Kumar Modi (716EC2061), "Hand Gesture Recognition Using RGB and Depth Data" - B.Tech. M.Tech Dual Degree    Supervisor     2020-21 Spring

 Awards and Honours

Awards and Honours
  • Associate Editor, IET Image Processing Journal,    2019
  • Young Faculty Research Fellowship award, Visvesvaraya PhD Scheme for Electronics & IT, Deity for year 2015-16.,    2016
  • Received SERB start up Research grant for Young scientists,    2012
Memberships / Fellowships
  • IEEE, IEEE Signal Processing Society,    2010