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Poorna S. S.

Asst. Professor

Poorna S. S. currently serves as an Assistant Professor (Sr.Gr.) at the Department of Electronics and Communication Engineering at Amrita School of Engineering, Amritapuri.

Qualification: BE, M.E
poornass@am.amrita.edu
Research Interest: Digital Signal Processing, Speech Processing

Bio

Poorna S. S. currently serves as an Assistant Professor (Sr.Gr.) at the Department of Electronics and Communication Engineering at Amrita School of Engineering, Amritapuri. She has completed M. E. in VLSI Design.

 

Publications

Journal Article

Year : 2020

Bimodal Emotion Recognition Using Audio and Facial Features

Authors : Poorna S. S., S. Devika Nair; Arsha Narayan; Veena Prasad; Parsi Himaja; Suraj Kamath; G. J. Nair

Publisher : Journal of Computational and Theoretical Nanoscience

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.

Year : 2019

Multistage Classification Scheme to Enhance Speech Emotion Recognition

Authors : Poorna S. S., Nair, G. J.

Publisher : International Journal of Speech Technology

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

Year : 2018

Drowsiness Detection for Safe Driving Using PCA EEG Signals

Authors : Poorna S. S., Arsha, V. V.; Aparna, P. T. A.; Gopal, Parvathy; Nair, G. J.

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

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.

Conference Paper

Year : 2018

Error Analysis of Optimization Algorithms in Ultrasonic Parameter Estimation

Authors : Poorna S. S., Anuraj K, N. Ram Aditya; K. Sri Abhijeeth.

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

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.

Year : 2018

Facial Emotion Recognition using DWT based Similarity and Difference Features

Authors : Poorna S. S., S. Anjana; Parvathy Varma; Anjana Sajeev; K. C. Arya; S. Renjith; G. J. Nair

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.

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

Year : 2017

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

Authors : Late Dr. G. Jayachandran Nair (Memorial Page), Poorna S. S., Baba, P. M. V. D. Sai, G. Ramya, L., Poreddy, P., Aashritha, L. S., G.J. Nair, and Renjith, S

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


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

Year : 2015

Emotion recognition using multi-parameter speech feature classification

Authors : Late Dr. G. Jayachandran Nair (Memorial Page), Poorna S. S., Jeevitha, C. Y., Nair, S. J., Santhosh, S

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

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

Conference Proceedings

Year : 2018

EEG Based Control using Spectral Features

Authors : Anuraj K, Poorna S. S., S. Renjith; P. Vipul; G. J. Nair .

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

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

Year : 2018

EEG-Controlled Prosthetic Arm for Micromechanical Tasks

Authors : Poorna S. S., Gayathri, G.; Udupa, Ganesha; Nair, G. J.

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

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

Year : 2018

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

Authors : Anuraj K, Poorna S. S., Nair, G. J .

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.

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

Year : 2018

Language Identification From Speech Features Using SVM and LDA

Authors : Poorna S. S., J. S. Anjana .

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

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

Year : 2018

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

Authors : Anuraj K, Poorna S. S., Saikumar C

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

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.

Year : 2018

EEG Based Control – A Study Using Wavelet Features

Authors : Poorna S. S., R. Raghav; A. Nandan; G. J. Nair .

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

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.

Book Chapter

Year : 2020

Performance Analysis of Optimization Algorithms Using Chirp Signal

Authors : Poorna S. S., Anuraj K

Publisher : Inventive Computation Technologies.

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.

Year : 2020

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

Authors : Poorna S. S., Anuraj K, M. Ravi Kiran Reddy; Nukala Akhil; Suraj Kamath; Lekshmi Mohan; Haripriya S. Pradeep

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

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.

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