Faculty Bio

Year : 2020

Bimodal Emotion Recognition Using Audio and Facial Features

Cite this Research Publication : Poorna S. S., S. Nair, D., Narayan, A., Prasad, V., Himaja, P., Kamath, S., and Nair, G. J., “Bimodal Emotion Recognition Using Audio and Facial Features”, Journal of Computational and Theoretical Nanoscience, vol. 17, no. 1, pp. 189 - 194, 2020.

Publisher : Journal of Computational and Theoretical Nanoscience

Year : 2019

Multistage Classification Scheme to Enhance Speech Emotion Recognition

Cite this Research Publication : Poorna S. S. and Nair, G. J., “Multistage Classification Scheme to Enhance Speech Emotion Recognition”, International Journal of Speech Technology, vol. 22, pp. 327–340, 2019

Publisher : International Journal of Speech Technology

Year : 2018

Drowsiness Detection for Safe Driving Using PCA EEG Signals

Cite this Research Publication : Poorna S. S., Arsha, V. V., Aparna, P. T. A., Gopal, P., and Nair, G. J., “Drowsiness Detection for Safe Driving Using PCA EEG Signals”, Progress in Computing, Analytics and Networking, pp. 419-428, 2018.

Publisher : Progress in Computing, Analytics and Networking, Springer Singapore.

Year : 2022

Performance Evaluation of Differential Spatial Modulation and Spatial Modulation Across Various Channel Models

Cite this Research Publication : S. Adithya, K. Aparna, D. Devu, K. Anuraj and S. S. Poorna, "Performance Evaluation of Differential Spatial Modulation and Spatial Modulation Across Various Channel Models," 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI), Tirunelveli, India, 2022, pp. 62-67, doi: 10.1109/ICOEI53556.2022.9776820.

Publisher : IEEE

Year : 2022

Performance Comparison of Machine Learning Algorithms in Symbol Detection Using OFDM

Cite this Research Publication : Seeram, S.S.S.G., Reddy, A.Y., Basil, N.J., Suman, A.V.S., Anuraj, K., Poorna, S.S. (2022). Performance Comparison of Machine Learning Algorithms in Symbol Detection Using OFDM. In: Ranganathan, G., Fernando, X., Shi, F. (eds) Inventive Communication and Computational Technologies. Lecture Notes in Networks and Systems, vol 311. Springer, Singapore.

Publisher : Springer Singapore

Year : 2021

A transfer learning approach for drowsiness detection from EEG signals

Cite this Research Publication : Poorna, S.S., Deep, A., Hariharan, K., Jain, R.R., Krishnan, S. (2021). A Transfer Learning Approach for Drowsiness Detection from EEG Signals. In: Sharma, M.K., Dhaka, V.S., Perumal, T., Dey, N., Tavares, J.M.R.S. (eds) Innovations in Computational Intelligence and Computer Vision. Advances in Intelligent Systems and Computing, vol 1189. Springer, Singapore.

Publisher : Springer Singapore

Year : 2021

Comparative Study of Convergence of Optimization Algorithms with Chirp Signal Input

Cite this Research Publication : B. L. Reddy, K. P. Kumar, A. S. N. V. Sai, K. Anuraj and S. S. Poorna, "Comparative Study of Convergence of Optimization Algorithms with Chirp Signal Input," 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2021, pp. 841-843, doi: 10.1109/ICACCS51430.2021.9442023.

Publisher : IEEE

Year : 2021

Performance Evaluation of Spatial Modulation with Different Input Modalities

Cite this Research Publication : K. J. s. Haneesh et al., "Performance Evaluation of Spatial Modulation with Different Input Modalities," 2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), Tirunelveli, India, 2021, pp. 1100-1103, doi: 10.1109/ICICV50876.2021.9388389.

Publisher : IEEE

Year : 2021

Covid-19 Prediction Through Chest X-Ray Image Datasets Using Deep Learning

Cite this Research Publication : V. S. Narasimha Mehar et al., "Covid-19 Prediction Through Chest X-Ray Image Datasets Using Deep Learning," 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2021, pp. 1-5, doi: 10.1109/ICCCNT51525.2021.9579985.

Publisher : IEEE

Year : 2021

A comparative study of drowsiness detection from Eeg signals using pretrained CNN models

Cite this Research Publication : B. V. Bharath Chandra, C. Naveen, M. M. Sampath Kumar, M. S. Sai Bhargav, S. S. Poorna and K. Anuraj, "A Comparative Study of Drowsiness Detection From Eeg Signals Using Pretrained CNN Models," 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2021, pp. 1-3, doi: 10.1109/ICCCNT51525.2021.9579555.

Publisher : IEEE

Year : 2021

A Comprehensive Study Toward Women Safety Using Machine Learning Along with Android App Development

Cite this Research Publication : Hariharan, K. et al. (2021). A Comprehensive Study Toward Women Safety Using Machine Learning Along with Android App Development. In: Karuppusamy, P., Perikos, I., Shi, F., Nguyen, T.N. (eds) Sustainable Communication Networks and Application. Lecture Notes on Data Engineering and Communications Technologies, vol 55. Springer, Singapore.

Publisher : Springer Singapore

Year : 2021

MSE and BER Analysis of OFDM in Rician Channel

Cite this Research Publication : C. A. Origanti, A. K., P. S. S., C. Naveen and M. S. Sai Bhargav, "MSE and BER Analysis of OFDM in Rician Channel," 2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184), Tirunelveli, India, 2020, pp. 877-881, doi: 10.1109/ICOEI48184.2020.9142941.

Publisher : IEEE

Year : 2021

Driver drowsiness detection system using conventional machine learning

Cite this Research Publication : Madireddy, R. et al. (2021). Driver Drowsiness Detection System Using Conventional Machine Learning. In: Smys, S., Palanisamy, R., Rocha, Á., Beligiannis, G.N. (eds) Computer Networks and Inventive Communication Technologies. Lecture Notes on Data Engineering and Communications Technologies, vol 58. Springer, Singapore. https://doi.org/10.1007/978-981-15-9647-6_31

Publisher : Springer Singapore

Year : 2021

Iot based water management system for crops using conventional machine learning techniques

Cite this Research Publication : T. M. Swetha, T. Yogitha, M. K. Sai Hitha, P. Syamanthika, S. S. Poorna and K. Anuraj, "IOT Based Water Management System For Crops Using Conventional Machine Learning Techniques," 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2021, pp. 1-4, doi: 10.1109/ICCCNT51525.2021.9579651.

Publisher : IEEE

Year : 2020

Spectrum Sensing in OFDM using Energy Detection: A Comparative Study in AWGN and Rayleigh Channels

Cite this Research Publication : K. V. R. Bhaskar, K. Anuraj, S. S. Poorna, R. P. Kumar, G. Shashidhar and A. D. Reddy, "Spectrum Sensing in OFDM using Energy Detection: A Comparative Study in AWGN and Rayleigh Channels," 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2020, pp. 1118-1121, doi: 10.1109/ICESC48915.2020.9155728.

Publisher : Spectrum Sensing in OFDM using Energy Detection: A Comparative Study in AWGN and Rayleigh Channels

Year : 2020

MSE and BER analysis of text, audio and image transmission using ML based OFDM

Cite this Research Publication : A. Y. Reddy, B. L. Reddy, A. S. Naga Veera Sai, A. K and P. S. S, "MSE and BER Analysis of Text, Audio and Image Transmission Using ML Based OFDM," 2020 IEEE International Conference for Innovation in Technology (INOCON), Bangluru, India, 2020, pp. 1-3, doi: 10.1109/INOCON50539.2020.9298204.

Publisher : IEEE

Year : 2020

Digit Identification from Speech using Short-Time Domain Features

Cite this Research Publication : P. Syamanthika, T. Yogitha, M. K. Sai Hitha, T. M. Swetha, S. S. Poorna and K. Anuraj, "Digit Identification from Speech using Short-Time Domain Features," 2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2020, pp. 84-87, doi: 10.1109/ICIRCA48905.2020.9182788.

Publisher : IEEE

Year : 2020

Performance Comparison of Orthogonal Frequency Division Multiplexing in White Gaussian andRayleigh Channels

Cite this Research Publication : C. A. origanti, K. Anuraj, S. S. Poorna, M. Gokul Krishnan and K. Greeshmanth, "Performance Comparison of Orthogonal Frequency Division Multiplexing in White Gaussian andRayleigh Channels," 2020 Fourth International Conference on Inventive Systems and Control (ICISC), Coimbatore, India, 2020, pp. 712-715, doi: 10.1109/ICISC47916.2020.9171194.

Publisher : IEEE

Year : 2019

Deep Learning Based Language Identification System From Speech

Cite this Research Publication : A. N..P and P. S.S., "Deep Learning Based Language Identification System From Speech," 2019 International Conference on Intelligent Computing and Control Systems (ICCS), Madurai, India, 2019, pp. 1094-1097, doi: 10.1109/ICCS45141.2019.9065370.

Publisher : IEEE

Year : 2019

Comparative study of spatial modulation and OFDM using QAM symbol mapping

Cite this Research Publication : K. Anuraj, S. S. Poorna, S. Jeyasree, V. Sreekumar and C. A. Origanti, "Comparative Study of Spatial Modulation and OFDM using QAM Symbol Mapping," 2019 International Conference on Intelligent Computing and Control Systems (ICCS), Madurai, India, 2019, pp. 1246-1249, doi: 10.1109/ICCS45141.2019.9065516.

Publisher : IEEE

Year : 2019

Autonomous human detection system mounted on a drone

Cite this Research Publication : S. L. Krishna, G. S. R. Chaitanya, A. S. H. Reddy, A. M. Naidu, S. S. Poorna and K. Anuraj, "Autonomous Human Detection System Mounted on a Drone," 2019 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), Chennai, India, 2019, pp. 335-338, doi: 10.1109/WiSPNET45539.2019.9032876.

Publisher : IEEE

Year : 2018

Error Analysis of Optimization Algorithms in Ultrasonic Parameter Estimation

Cite this Research Publication : R. N. Aditya, K. Abhijeeth, S., Anuraj K., and Poorna S. S., “Error Analysis of Optimization Algorithms in Ultrasonic Parameter Estimation”, in 2018 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC)2018 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), 2018.

Publisher : 2018 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC).

Year : 2018

Facial Emotion Recognition using DWT based Similarity and Difference Features

Cite this Research Publication : Poorna S. S., Anjana, S., Varma, P., Sajeev, A., Arya, K. C., Renjith, S., and Nair, G. J., “Facial Emotion Recognition using DWT based Similarity and Difference Features”, in 2018 2nd International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 2018 2nd International Conference on, 2018

Publisher : 2018 2nd International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 2018 2nd International Conference.

Year : 2017

Classification of EEG based control using ANN and KNN-A comparison

Cite this Research Publication :
Poorna S. S., Baba, P. M. V. D. Sai, G. Ramya, L., Poreddy, P., Aashritha, L. S., G.J. Nair, and Renjith, S., “Classification of EEG based control using ANN and KNN-A comparison”, in 2016 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2016, 2017

Publisher : 2016 IEEE International Conference on Computational Intelligence and Computing Research,

Year : 2015

Emotion recognition using multi-parameter speech feature classification

Cite this Research Publication : Poorna S. S., Jeevitha, C. Y., Nair, S. J., Santhosh, S., and G.J. Nair, “Emotion recognition using multi-parameter speech feature classification”, in Proceedings - 2015 International Conference on Computers, Communications and Systems, ICCCS 2015, 2015, pp. 217-222

Publisher : Proceedings - 2015 International Conference on Computers, Communications and Systems

Year : 2007

Minimised memory VLSI architecture for convolutional coders

Cite this Research Publication : S.S. Poorna, P. Manirajkumar, V. Rajamani, "Minimised memory VLSI architecture for convolutional coders", Proc. of National Conference on VLSI and Comm. (NCVCOM) 2007 Pages pp. 133-137, 2007

Year : 2018

EEG Based Control using Spectral Features

Cite this Research Publication : Poorna S. S., Anuraj K., Renjith, S., Vipul, P., and Nair, G. J., “EEG Based Control using Spectral Features”, 2nd International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud). Palladam, India, pp. 788-794, 2018

Publisher : 2nd International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), Palladam, India.

Year : 2018

EEG-Controlled Prosthetic Arm for Micromechanical Tasks

Cite this Research Publication : G. Gayathri, Udupa, G., Nair, G. J., and Poorna S. S., “EEG-Controlled Prosthetic Arm for Micromechanical Tasks”, (eds) Proceedings of the Second International Conference on Computational Intelligence and Informatics. Advances in Intelligent Systems and Computing, vol. 712. Springer Singapore, Singapore, 2018

Publisher : (eds) Proceedings of the Second International Conference on Computational Intelligence and Informatics. Advances in Intelligent Systems and Computing, Springer Singapore.

Year : 2018

A Weight Based Approach for Emotion Recognition from Speech: An Analysis Using South Indian Languages

Cite this Research Publication : Poorna S. S., Anuraj K., and Nair, G. J., “A Weight Based Approach for Emotion Recognition from Speech: An Analysis Using South Indian Languages”, In: Zelinka I., Senkerik R., Panda G., Lekshmi Kanthan P. (eds) Soft Computing Systems. ICSCS 2018. Communications in Computer and Information Science, vol. 837. Springer Singapore, Singapore, 2018

Publisher : In: Zelinka I., Senkerik R., Panda G., Lekshmi Kanthan P. (eds) Soft Computing Systems. ICSCS 2018. Communications in Computer and Information Science, Springer Singapore.

Year : 2018

Language Identification From Speech Features Using SVM and LDA

Cite this Research Publication : J. S. Anjana and Poorna S. S., “Language Identification From Speech Features Using SVM and LDA”, 2018 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET). Chennai, pp. 1-4, 2018

Publisher : 2018 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Chennai.

Year : 2018

Ultrasonic Signal Modelling and Parameter Estimation : A Comparative Study Using Optimization Algorithms

Cite this Research Publication : Poorna S. S., Anuraj K., and Saikumar C., “Ultrasonic Signal Modelling and Parameter Estimation : A Comparative Study Using Optimization Algorithms”, In: Zelinka I., Senkerik R., Panda G., Lekshmi Kanthan P. (eds) Soft Computing Systems. ICSCS 2018. Communications in Computer and Information Science, , vol. 837. Springer, Singapore, 2018.

Publisher : In: Zelinka I., Senkerik R., Panda G., Lekshmi Kanthan P. (eds) Soft Computing Systems. ICSCS 2018. Communications in Computer and Information Science,

Year : 2018

EEG Based Control – A Study Using Wavelet Features

Cite this Research Publication : Poorna S. S., Raghav, R., Nandan, A., and Nair, G. J., “EEG Based Control - A Study Using Wavelet Features”, 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI). Bangalore, India, pp. 550-553, 2018.

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Bangalore, India.

Year : 2020

Performance Analysis of Optimization Algorithms Using Chirp Signal

Cite this Research Publication : Anuraj K. and Poorna S. S., “Performance Analysis of Optimization Algorithms Using Chirp Signal”, in Inventive Computation Technologies. ICICIT 2019. Lecture Notes in Networks and Systems, vol. 98, 2020, pp. 132 - 137.

Publisher : Inventive Computation Technologies.

Year : 2020

Computer Vision Aided Study for Melanoma Detection: A Deep Learning Versus Conventional Supervised Learning Approach

Cite this Research Publication : Poorna S. S., M. Reddy, R. Kiran, Akhil, N., Kamath, S., Mohan, L., Anuraj K., and Pradeep, H. S., “Computer Vision Aided Study for Melanoma Detection: A Deep Learning Versus Conventional Supervised Learning Approach”, in Advanced Computing and Intelligent Engineering, Advances in Intelligent Systems and Computing, vol. 1082, 2020, pp. 75 - 83.

Publisher : Advanced Computing and Intelligent Engineering, Advances in Intelligent Systems and Computing

Year : 2022

Fluorescence Microscopic Image Reconstruction Using Variational Autoencoder and CycleGAN

Cite this Research Publication : Charan, M.G.K.S. et al. (2023). Fluorescence Microscopic Image Reconstruction Using Variational Autoencoder and CycleGAN. In: Joby, P.P., Balas, V.E., Palanisamy, R. (eds) IoT Based Control Networks and Intelligent Systems. Lecture Notes in Networks and Systems, vol 528. Springer, Singapore.

Publisher : Springer Nature Singapore

Year : 2022

Sign Language Recognition Using CNN and CGAN

Cite this Research Publication : Charan, M.G.K.S. et al. (2022). Sign Language Recognition Using CNN and CGAN. In: Suma, V., Baig, Z., Kolandapalayam Shanmugam, S., Lorenz, P. (eds) Inventive Systems and Control. Lecture Notes in Networks and Systems, vol 436. Springer, Singapore. https://doi.org/10.1007/978-981-19-1012-8_33

Publisher : Springer Nature Singapore

Year : 2022

Comparative Study of Conditional Generative Models for ISL Generation

Cite this Research Publication : Charan, M.G.K.S. et al. (2023). Comparative Study of Conditional Generative Models for ISL Generation. In: Joby, P.P., Balas, V.E., Palanisamy, R. (eds) IoT Based Control Networks and Intelligent Systems. Lecture Notes in Networks and Systems, vol 528. Springer, Singapore.

Publisher : Springer Nature Singapore