Personal information

Biography

My research interests encompass Computer Vision, Machine Learning, Multimedia Computing, and Pattern Recognition. During my Ph.D., I concentrated on video summarization. I am presently supervising a Ph.D. scholar working on Facial Emotion Recognition in an unconstrained environment. Additionally, one of my Ph.D. scholars has successfully defended her thesis on Predicting Software Refactoring using Machine Learning and Software Metrics.

Activities

Employment (1)

GIET University: Gunupur, Orissa, IN

2016-11-02 to present (Computer Science & Engineering)
Employment
Source: Self-asserted source
Sanjay K Kuanar

Education and qualifications (2)

Jadavpur University Faculty of Engineering and Technology: Kolkata, West Bengal, IN

Ph.D
Qualification
Source: Self-asserted source
Sanjay K Kuanar

Jadavpur University Faculty of Engineering and Technology: Kolkata, West Bengal, IN

M.Tech
Qualification
Source: Self-asserted source
Sanjay K Kuanar

Funding (1)

Grant for Organizing International Conference

2019-02 to 2019-10 | Grant
AICTE (New Delhi, IN)
Source: Self-asserted source
Sanjay K Kuanar

Works (23)

Decoding Human Facial Emotions: A Ranking Approach Using Explainable AI

IEEE Access
2024 | Journal article
Contributors: Sudheer Babu Punuri; Sanjay Kumar Kuanar; Tusar Kanti Mishra; Veeranki Venkata Rama Maheswara Rao; Shiva Shankar Reddy
Source: check_circle
Crossref

Dynamic Load Balancing in Cloud Network Through Sunflower Optimization Algorithm and Sine-Cosine Algorithm

Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation
2023 | Journal article
Contributors: Jena, U. K.; Das, Pradipta Kumar; Kabat, M. R.; Kuanar, Sanjay Kumar
Source: check_circle
Web of Science Researcher Profile Sync

Efficient Net-XGBoost: An Implementation for Facial Emotion Recognition Using Transfer Learning

Mathematics
2023 | Journal article
Contributors: Punuri, Sudheer Babu; Kuanar, Sanjay Kumar; Kolhar, Manjur; Mishra, Tusar Kanti; Alameen, Abdalla; Mohapatra, Hitesh; Mishra, Soumya Ranjan
Source: check_circle
Web of Science Researcher Profile Sync

Empirical Study on Method-level Refactoring Using Machine Learning

Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation
2023 | Journal article
Contributors: Panigrahi, Rasmita; Kuanar, Sanjay Kumar; Kumar, Lov
Source: check_circle
Web of Science Researcher Profile Sync

Class-Level Refactoring Prediction by Ensemble Learning with Various Feature Selection Techniques

Applied Sciences
2022-11-29 | Journal article
Contributors: Rasmita Panigrahi; Sanjay Kumar Kuanar; Sanjay Misra; Lov Kumar
Source: check_circle
Crossref
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Preferred source (of 3)‎

Behavior Analysis for Human by Facial Expression Recognition Using Deep Learning: A Cognitive Study

Lecture Notes in Networks and Systems
2021 | Conference paper
Part of ISBN: 9789811606656
Part of ISBN: 9789811606663
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Source: Self-asserted source
Sanjay K Kuanar

Short-term solar power forecasting using satellite images

International Journal of Powertrains
2021 | Journal article
Part of ISSN: 1742-4267
Part of ISSN: 1742-4275
Source: Self-asserted source
Sanjay K Kuanar

An Empirical Study for Method-Level Refactoring Prediction by Ensemble Technique and SMOTE to Improve Its Efficiency

International Journal of Open Source Software and Processes
2021-10 | Journal article
Part of ISSN: 1942-3926
Part of ISSN: 1942-3934
Source: Self-asserted source
Sanjay K Kuanar

An Empirical Study to Investigate Different SMOTE Data Sampling Techniques for Improving Software Refactoring Prediction

Communications in Computer and Information Science
2020 | Conference paper
Part of ISBN: 9783030638191
Part of ISBN: 9783030638207
Part of ISSN: 1865-0929
Part of ISSN: 1865-0937
Source: Self-asserted source
Sanjay K Kuanar

Energy-Efficient Strategy optimization of an Office block in Rural Troposphere - Gunupur

2020 IEEE International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)
2020-12-16 | Conference paper
Source: Self-asserted source
Sanjay K Kuanar

Modeling and control of Carbon Emissions in a residential building using MATLAB and its Application in Cloud

2020 IEEE International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)
2020-12-16 | Conference paper
Source: Self-asserted source
Sanjay K Kuanar

Handbook of IoT and Blockchain

CRC Press
2020-11-25 | Book
Source: Self-asserted source
Sanjay K Kuanar

Application of Naïve Bayes classifiers for refactoring Prediction at the method level

2020 International Conference on Computer Science, Engineering and Applications (ICCSEA)
2020-03 | Conference paper
Source: Self-asserted source
Sanjay K Kuanar

Design Parameters for the Technical Optimization of Zeb Using Tarp

2020 International Conference on Computer Science, Engineering and Applications (ICCSEA)
2020-03 | Conference paper
Source: Self-asserted source
Sanjay K Kuanar

Software reusability metrics prediction and cost estimation by using machine learning algorithms

International Journal of Knowledge-based and Intelligent Engineering Systems
2020-02-10 | Journal article
Source: Self-asserted source
Sanjay K Kuanar
grade
Preferred source (of 2)‎

Nyström Approximated Temporally Constrained Multisimilarity Spectral Clustering Approach for Movie Scene Detection

IEEE Transactions on Cybernetics
2018 | Journal article
EID:

2-s2.0-85012180384

Contributors: Panda, R.; Kuanar, S.K.; Chowdhury, A.S.
Source: Self-asserted source
Sanjay K Kuanar via Scopus - Elsevier
grade
Preferred source (of 2)‎

Improved delaunay graph based video summarization with semantic features and canonical correlation

ICAPR 2015 - 2015 8th International Conference on Advances in Pattern Recognition
2015 | Conference paper
EID:

2-s2.0-84925679118

Contributors: Kuanar, S.K.; Chowdhury, A.S.
Source: Self-asserted source
Sanjay K Kuanar via Scopus - Elsevier
grade
Preferred source (of 2)‎

Multi-View Video Summarization Using Bipartite Matching Constrained Optimum-Path Forest Clustering

IEEE Transactions on Multimedia
2015 | Journal article
EID:

2-s2.0-84937207755

Contributors: Kuanar, S.K.; Ranga, K.B.; Chowdhury, A.S.
Source: Self-asserted source
Sanjay K Kuanar via Scopus - Elsevier
grade
Preferred source (of 2)‎

Scalable video summarization using skeleton graph and random walk

Proceedings - International Conference on Pattern Recognition
2014 | Conference paper
EID:

2-s2.0-84919934244

Contributors: Panda, R.; Kuanar, S.K.; Chowdhury, A.S.
Source: Self-asserted source
Sanjay K Kuanar via Scopus - Elsevier
grade
Preferred source (of 2)‎

Video key frame extraction through canonical correlation analysis and graph modularity

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
EID:

2-s2.0-84893372916

Contributors: Panda, R.; Kuanar, S.K.; Chowdhury, A.S.
Source: Self-asserted source
Sanjay K Kuanar via Scopus - Elsevier
grade
Preferred source (of 2)‎

Video key frame extraction through dynamic Delaunay clustering with a structural constraint

Journal of Visual Communication and Image Representation
2013 | Journal article
EID:

2-s2.0-84883494190

Contributors: Kuanar, S.K.; Panda, R.; Chowdhury, A.S.
Source: Self-asserted source
Sanjay K Kuanar via Scopus - Elsevier
grade
Preferred source (of 2)‎

Video storyboard design using Delaunay graphs

Proceedings - International Conference on Pattern Recognition
2012 | Conference paper
EID:

2-s2.0-84874418301

Contributors: Chowdhury, A.S.; Kuanar, S.K.; Panda, R.; Das, M.N.
Source: Self-asserted source
Sanjay K Kuanar via Scopus - Elsevier
grade
Preferred source (of 3)‎

VISUC: Video summarization with user customization

Proceedings of the 2012 International Conference on Communications, Devices and Intelligent Systems, CODIS 2012
2012 | Conference paper
EID:

2-s2.0-84874425511

Contributors: Panda, R.; Kuanar, S.K.; Chowdhury, A.S.
Source: Self-asserted source
Sanjay K Kuanar via Scopus - Elsevier
grade
Preferred source (of 2)‎