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Dr. Suja P.

Associate Professor, School of Computing, Bengaluru

Qualification: M.Tech, Ph.D
p_suja@blr.amrita.edu
Suja P.'s Google Scholor Profile
Research Interest: Computer Vision, Emotion Recognition, HRI, Image Processing, Meta-Learning and Emotion Recognition

Bio

Dr. Suja P. currently serves as Associate Professor at the School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru. Her thesis topic is “Robust Emotion Recognition Techniques from Facial Expressions Using Images & Videos”. Her areas of research include Image Processing, Computer Graphics, Emotion Recognition, meta-learning and HRI. She is member of BoS for UG and PG streams of CSE department.

Publications

Journal Article

Year : 2021

Emotion recognition from facial images with simultaneous occlusion, pose and illumination variations using meta-learning

Cite this Research Publication : Soumya Kuruvayil, Suja Palaniswamy, Emotion recognition from facial images with simultaneous occlusion, pose and illumination variations using meta-learning, Journal of King Saud University - Computer and Information Sciences, 2021, ISSN 1319-1578,

Publisher : Journal of King Saud University - Computer and Information Sciences

Year : 2020

Development of smart home using gesture recognition for disabled and elderly

Cite this Research Publication : Dr. Suja P. and Purushothaman, A., “Development of smart home using gesture recognition for disabled and elderly”, Journal of Computational and Theoretical Nanoscience, vol. 17, pp. 177-181, 2020.

Publisher : Journal of Computational and Theoretical Nanoscience

Year : 2019

Emotion Recognition from Facial Expressions using Images with Pose, Illumination and Age Variations for Human-Computer/Robot Interaction

Cite this Research Publication : Dr. Suja P. and Shikha Tripathi, “Emotion Recognition from Facial Expressions using Images with Pose, Illumination and Age Variations for Human-Computer/Robot Interaction”, Journal of ICT Research and Applications, vol. 12, 1 vol., no. 2, pp. 14-34, 2018

Publisher : Journal of ICT Research and Applications, ITB Journal Publisher

Year : 2017

Geometrical approach for emotion recognition from facial expressions using 4D videos and analysis on feature-classifier combination

Cite this Research Publication : Dr. Suja P. and Dr. Shikha Tripathi, “Geometrical approach for emotion recognition from facial expressions using 4D videos and analysis on feature-classifier combination”, International Journal of Intelligent Engineering and Systems, vol. 10, pp. 30-39, 2017.

Publisher : International Journal of Intelligent Engineering and Systems

Year : 2015

Analysis of emotion recognition from facial expressions using spatial and transform domain methods

Cite this Research Publication : Dr. Suja P. and Dr. Shikha Tripathi, “Analysis of emotion recognition from facial expressions using spatial and transform domain methods”, International Journal of Advanced Intelligence Paradigms, vol. 7, pp. 57-73, 2015.

Publisher : International Journal of Advanced Intelligence Paradigms, Inderscience Publishers

Conference Paper

Year : 2021

Emotion Recognition from Facial Expressions using Images with Arbitrary Poses using Siamese Network

Cite this Research Publication : Sriharish Ramakrishnan, Neelee Upadhyay, Priyasa Das, Rohan Achar, Suja Palaniswamy*, A. A. Nippun Kumaar, "Emotion Recognition from Facial Expressions using Images with Arbitrary Poses using Siamese Network", Proceedings of the Second International Conference on Smart Electronics and Communication (ICOSEC), 2021, IEEE Xplore pp. 268-273.

Publisher : IEEE

Year : 2021

Emotion recognition from facial expressions for 3D videos using Siamese network

Cite this Research Publication : D. Lawrance and S. Palaniswamy, "Emotion recognition from facial expressions for 3D videos using siamese network," 2021 International Conference on Communication, Control and Information Sciences (ICCISc), 2021

Publisher : ICCISc

Year : 2021

Emotion Recognition from Facial Expressions Using Siamese Network

Cite this Research Publication : N. Venkata Se Maddula, Nair, L. R., Addepalli, H., and Palaniswamy, S., “Emotion Recognition from Facial Expressions Using Siamese Network”, in Machine Learning and Metaheuristics Algorithms, and Applications, Singapore, 2021.

Publisher : Machine Learning and Metaheuristics Algorithms, and Applications

Year : 2016

Real-time emotion recognition from facial images using Raspberry Pi II

Cite this Research Publication : , P., S., and Dr. Shikha Tripathi, “Real-time emotion recognition from facial images using Raspberry Pi II”, in 2016 3rd International Conference on Signal Processing and Integrated Networks (SPIN), 2016.

Publisher : 2016 3rd International Conference on Signal Processing and Integrated Networks (SPIN).

Conference Proceedings

Year : 2022

Speech Emotion Based Music Recommendation

Cite this Research Publication : K. R. Nambiar and S. Palaniswamy, "Speech Emotion Based Music Recommendation," 2022 3rd International Conference for Emerging Technology (INCET), 2022

Publisher : INCET

Year : 2022

XAI based model evaluation by applying domain knowledge

Cite this Research Publication : K. S. Srikanth, T. K. Ramesh, S. Palaniswamy and R. Srinivasan, "XAI based model evaluation by applying domain knowledge," 2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), 2022

Publisher : CONECCT

Year : 2021

Implementation of Single Camera Markerless Facial Motion Capture using Blendshapes

Cite this Research Publication : M. R. Somepalli, M. D. S. Charan, S. Shruthi and S. Palaniswamy, "Implementation of Single Camera Markerless Facial Motion Capture using Blendshapes," 2021 IEEE International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), 2021

Publisher : CSITSS

Year : 2021

A Novel Approach for Emotion Recognition for Pose Invariant Images Using Prototypical Networks

Cite this Research Publication : . S. Ramakrishnan, H. Ravishankar, P. Das and S. Palaniswamy, "A Novel Approach for Emotion Recognition for Pose Invariant Images Using Prototypical Networks," 2021 Fourth International Conference on Electrical, Computer and Communication Technologies (ICECCT), 2021, pp. 1-7, doi: 10.1109/ICECCT52121.2021.9616828.

Publisher : ICECCT

Year : 2021

Comparison of Conventional and Automated Machine Learning approaches for Breast Cancer Prediction

Cite this Research Publication : A. J. B and S. Palaniswamy, "Comparison of Conventional and Automated Machine Learning approaches for Breast Cancer Prediction," 2021 Third International Conference on Inventive Research in Computing Applications (ICIRCA), 2021

Publisher : ICIRCA

Year : 2021

Emotion recognition using one-shot learning for human-computer interactions

Cite this Research Publication : S. Karanchery and S. Palaniswamy, "Emotion recognition using one-shot learning for human-computer interactions," 2021 International Conference on Communication, Control and Information Sciences (ICCISc), 2021

Publisher : ICCISc

Year : 2020

Steering Angle Estimation for Self-driving Car Using Deep Learning

Cite this Research Publication : A. Kumar and Dr. Suja P., “Steering Angle Estimation for Self-driving Car Using Deep Learning”, Machine Learning and Metaheuristics Algorithms, and Applications. Springer Singapore, Singapore, pp. 196-207, 2020.

Publisher : Machine Learning and Metaheuristics Algorithms, and Applications, Springer Singapore,

Year : 2020

Emotion Recognition from Partially Occluded Facial Images using Prototypical Networks

Cite this Research Publication : K. Soumya and Dr. Suja P., “Emotion Recognition from Partially Occluded Facial Images using Prototypical Networks”, 2020 2nd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA). 2020.

Publisher : 2020 2nd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA)

Year : 2019

A Robust Pose Illumination Invariant Emotion Recognition from Facial Images using Deep Learning for Human-Machine Interface

Cite this Research Publication : Dr. Suja P. and , “A Robust Pose Illumination Invariant Emotion Recognition from Facial Images using Deep Learning for Human-Machine Interface”, 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS). 2019.

Publisher : 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS).

Year : 2019

Mobile Robot Assistance for Disabled and Senior Citizens Using Hand Gestures

Cite this Research Publication : K. N. V. Sriram and Dr. Suja P., “Mobile Robot Assistance for Disabled and Senior Citizens Using Hand Gestures”, 2019 International Conference on Power Electronics Applications and Technology in Present Energy Scenario (PETPES). 2019.

Publisher : 2019 International Conference on Power Electronics Applications and Technology in Present Energy Scenario (PETPES)

Year : 2019

Emotion Recognition Using Feature-level Fusion of Facial Expressions and Body Gestures

Cite this Research Publication : T. Keshari and Dr. Suja P., “Emotion Recognition Using Feature-level Fusion of Facial Expressions and Body Gestures”, 2019 International Conference on Communication and Electronics Systems (ICCES). 2019.

Publisher : 2019 International Conference on Communication and Electronics Systems (ICCES)

Year : 2019

Identification of Criminal Activity Hotspots using Machine Learning to Aid in Effective Utilization of Police Patrolling in Cities with High Crime Rates

Cite this Research Publication : R. Yadhunath, Srikanth, S., Sudheer, A., and Dr. Suja P., “Identification of Criminal Activity Hotspots using Machine Learning to Aid in Effective Utilization of Police Patrolling in Cities with High Crime Rates”, 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS). 2019.

Publisher : 4th International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS)]

Year : 2018

Sleep Pattern Monitoring and Analysis to Improve the Health and Quality of Life of People

Cite this Research Publication : Y. Sainath, Sai, K. Pruthvi, Rajesh, A., and Dr. Suja P., “Sleep Pattern Monitoring and Analysis to Improve the Health and Quality of Life of People”, International Conference on Advances in Computing, Communications and Informatics (ICACCI). PES, Bengaluru, 2018.

Publisher : International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2018

Resource Unit (RU) based OFDMA Scheduling in IEEE 802.11ax system

Cite this Research Publication : R. M. Karthik and Dr. Suja P., “Resource Unit (RU) based OFDMA Scheduling in IEEE 802.11ax system”, International Conference on Advances in Computing, Communications and Informatics (ICACCI). PES, Bengaluru, 2018.

Publisher : International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2018

Robotic Grasper based on an End-to-End Neural Architecture using Raspberry Pi

Cite this Research Publication : P. Sreedhar and Dr. Suja P., “Robotic Grasper based on an End-to-End Neural Architecture using Raspberry Pi”, 24th annual International conference on Advanced Computing and Communications (ADCOM 2018). IIITB, Advanced Computing and Communications Society, IISc, Bangalore, 2018.

Publisher : 24th annual International conference on Advanced Computing and Communications (ADCOM 2018)

Year : 2018

Pose and Illumination Invariant Face Recognition for Automation Of Door Lock System

Cite this Research Publication : A. Purushothaman and Dr. Suja P., “Pose and Illumination Invariant Face Recognition for Automation Of Door Lock System”, 2nd International Conference on Inventive Communication and Computational Technologies(ICICCT 2018). Hotel Arcadia, Coimbatore, 2018.

Publisher : 2nd International Conference on Inventive Communication and Computational Technologies(ICICCT 2018)

Year : 2017

Emotion recognition from facial expressions of 4D videos using curves and surface normals

Cite this Research Publication : SaSai Prathusha, Dr. Suja P., Dr. Shikha Tripathi, and Louis, Rc, “Emotion recognition from facial expressions of 4D videos using curves and surface normals”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10127 LNCS, pp. 51-64, 2017.

Publisher : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics

Year : 2017

A Geometric Approach for Recognizing Emotions From 3D Images with Pose Variations

Cite this Research Publication : S. K.M and Dr. Suja P., “A Geometric Approach for Recognizing Emotions From 3D Images with Pose Variations”, International Conference On Smart Technologies For Smart Nation (SmartTechCon2017). Reva University, Bengaluru, 2017.

Publisher : International Conference On Smart Technologies For Smart Nation

Year : 2017

Emotion Recognition from 3D Videos using Optical Flow Method

Cite this Research Publication : and Dr. Suja P., “Emotion Recognition from 3D Videos using Optical Flow Method”, International Conference On Smart Technologies For Smart Nation (SmartTechCon2017). Reva University, Bengaluru, 2017.

Publisher : International Conference On Smart Technologies For Smart Nation

Year : 2016

Emotion recognition from facial expressions of 4D videos using curves and surface normals

Cite this Research Publication : Dr. Suja P., Prathyusha,, .Tripathi, S., and Louis, R., “Emotion Recognition from Facial Expressions of 4D Videos Using Curves and Surface Normals”, International Conference on Human Computer Interaction, LNCS, Springer. 2016.

Publisher : International Conference on Human Computer Interaction

Year : 2016

Emotion Recognition from 3D Images with Non-Frontal View Using Geometric Approach

Cite this Research Publication : D. KrishnaSri, Dr. Suja P., and Tripathi, S., “Emotion Recognition from 3D Images with Non-Frontal View Using Geometric Approach”, Advances in Signal Processing and Intelligent Recognition Systems. Springer, pp. 63–73, 2016.

Publisher : Advances in Signal Processing and Intelligent Recognition Systems

Year : 2016

Emotion Recognition from Images Under Varying Illumination Conditions

Cite this Research Publication : Dr. Suja P., Thomas, S. Mariam, Tripathi, S., and Madan, V. K., “Emotion Recognition from Images Under Varying Illumination Conditions”, Proc. 6th Int'l. Workshop Soft Computing Applications, Timisoara, Romania. Proc. in Advances in Intelligent Systems and Computing. Springer, pp. 913–921, 2014.

Publisher : Proc. 6th Int'l. Workshop Soft Computing Applications, Timisoara, Romania. Proc. in Advances in Intelligent Systems and Computing, Springer

Year : 2015

Dynamic facial emotion recognition from 4D video sequences

Cite this Research Publication : Dr. Suja P. and Dr. Shikha Tripathi, “Dynamic facial emotion recognition from 4D video sequences”, Contemporary Computing (IC3), 2015 Eighth International Conference on. IEEE, 2015.

Publisher : Contemporary Computing (IC3), 2015 Eighth International Conference on IEEE

Year : 2015

Pose invariant method for emotion recognition from 3D images

Cite this Research Publication : Dr. Suja P., Krishnasri, D., and Dr. Shikha Tripathi, “Pose invariant method for emotion recognition from 3D images”, 12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control: (E3-C3), INDICON 2015. Institute of Electrical and Electronics Engineers Inc., 2015.

Publisher : 12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control: (E3-C3), INDICON 2015

Year : 2014

Emotion Recognition From Facial Expressions Using Frequency Domain Techniques

Cite this Research Publication : Dr. Suja P., Tripathi, S., and Deepthy, J., “Emotion Recognition From Facial Expressions Using Frequency Domain Techniques”, in First International Symposium on Signal Processing and Intelligent Recognition Systems - SIRS 2014, IIITMK- Technopark, Trivandrum, India, 2014.

Publisher : First International Symposium on Signal Processing and Intelligent Recognition Systems - SIRS 2014

Year : 2013

Emotion Recognition using DWT, KL Transform and Neural Network

Cite this Research Publication : Dr. Shikha Tripathi, .N.Keerthana, D., and Dr. Suja P., “Emotion Recognition using DWT, KL Transform and Neural Network”, International Conference on advances in Signal Processing and Communications (SPC2013). ACEEE,‘The Piccadily’ in Lucknow, India, 2013.

Publisher : International Conference on advances in Signal Processing and Communications (SPC2013), ACEEE

Book Chapter

Year : 2021

Meta- Learning: A New Way to Learn and Comparison of Machine Learning Versus Meta-Learning

Cite this Research Publication : L. Nair, Gupta, R., Teja, N. V. S., and Dr. Suja P., “Meta- Learning: A New Way to Learn and Comparison of Machine Learning Versus Meta-Learning”, in Advs in Intelligent Syst., Computing, Vol. 1325, V.Sivakumar Reddy et al. (Eds): Soft Computing and Signal Processing, 2021.

Publisher : Advs in Intelligent Syst., Computing, Vol. 1325, V.Sivakumar Reddy et al. (Eds): Soft Computing and Signal Processing

Achievements
  • Couple of Best Paper Awards
  • Session Chair and TPC Chair for Conferences
Student Guidance

Name and Area of PhD Scholars Being Guided (Undergoing)

  • Pranav B. Sreedhar – Robotics
  • Manjupriya – Multimodal Emotion Recogntion
  • Ashwini R. Doke – Vision applications using Meta-Learning
  • Shradha Naik – Anamoly detection in videos using Meta-learning
Research Scholars

Mr. Rajesh M. – Effective Localization and Communication Protocol for Mobile Robots

Admissions Apply Now