Cognition Inspired Key Frame Extraction

Agency: Kerala State Council for Science, Technology and Environment

Type: Financial Assistance

Sanction Date: 16/01/2020

PI: Pankaj Kumar G

SI: Linda Joy, Maria Sajan, Saurav NS, Liya Laiju, Rishad P

Intelligent E-learning Platform With Automatic Multilingual Support and Gamification.

Agency: Kerala State Council for Science, Technology and Environment

Type: Financial Assistance

Sanction Date: 16/01/2020

PI: Pankaj Kumar G

SI: Anagha Zachariah C, Aswin Kumar K.S, Dileep Vijayakumar, Paul Antony, Jerin Jayaraj

Pankaj Kumar, ML Anitha, Arun Kumar, "A dataset of gameplay videos with frame-wise board annotations, piece annotations, and state mappings for the Connect Four game", Data in Brief, 2026.

Ebin J Alapatt, Pankaj Kumar, Narayanan V Eswar, Aman K Shihab, S Krishna Bhat, Sreevishnu Damodaran, AA Aswathy, "Lightweight Low-Light Image Enhancement Techniques for Edge Devices", 2025 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), IEEE, 2025.

Pankaj Kumar, ML Anitha, Arun Kumar, AA Aswathy, "A Data-Driven Serious Game for Human-Wildlife Conflict Management in Kerala", 2025 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), IEEE, 2025.

CB Swetha, Pankaj Kumar, Akhil Babu MK, AA Aswathy, Chithra D Gracia, "Machine Learning in Cyber Security: A Comprehensive Review", 2025 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), IEEE, 2025.

J Nandana, Sandra Mariya George, Stiya Johnson, VA Vishnuhari, G Pankaj Kumar, "AI-Enhanced Context-Aware Intelligent Form Validator", International Conference on Web 6.0 and Industry 6.0, Springer, 2025.

Joshuva Alex Mathews, Sandra Babu, Muhammed Nihal T, Rosemary Thomas, Ambili A R, Pankaj Kumar G, Dr. Anilkumar M N, "A Multimodal Fusion Approach Using Image and Audio for Effective Bird Detection in Agriculture", Kerala Technological Congress 2024.

Edric Bijoy Paul, Eby Kurian, Hisham Muhammed, Pankaj Kumar G, "Advancements in Video Analysis and Processing: A Comprehensive Literature Review", Proceedings of Second National Conference on Artificial Intelligence and Cognitive Computing, FISAT, 2023.

Ebin J Alapatt, Emil Martin, Gautham Suresh, Pankaj Kumar G, "V.E.R.D-Net: Video Enhancement and Recognition in the Dark Pipeline", Proceedings of Second National Conference on Artificial Intelligence and Cognitive Computing, FISAT, 2023.

Pankaj Kumar G, Dr Anitha ML, Dr Arun Kumar MN, AA Aswathy, "Brahma 3D: Revolutionizing Virtual Reality Development with Generative AI-Powered Code Generation", International Conclave on Skills, Engineering, and Technology (ICSET), 2023.

Akhil Babu MK, Nirmal Michael, Timothi M Abey, Edric Bijoy Paul, Pankaj Kumar G, "Behavior-Based Malware Classification Using System API Vectorization and Machine Learning Algorithms", Summit23, 2023.

Aman K Shihab, Timothi M Abey, Akhil Babu MK, Edric Bijoy Paul, Pankaj Kumar G, "Analyzing The Effect of Byte Pair Encoding on NER in Malayalam", Summit23, 2023.

Akhil Babu MK, Timothi M Abey, Pankaj Kumar G, "Enhancing Malware Classification Through System API Vectorization and Machine Learning Techniques", International Conclave on Skills, Engineering, and Technology (ICSET), 2023.

Timothi M Abey, Akhil Babu MK, Pankaj Kumar G, AA Aswathy, "Tiny Model Manager: A scalable Model Deployment Framework", International Conference on Advances in Sensor, Control and Safety Networks (ASCSN-2023), NIT Puducherry, 2023.

Edric Bijoy Paul, Hisham Muhammed, Eby Kurian, Pankaj Kumar G, "Enhanced Brain Tumor Segmentation with Deep Learning: A Comprehensive Analysis and Clinical Implications", International Conclave on Skills, Engineering, and Technology (ICSET), 2023.

Naila KS, Neeraj Suresh, Pankaj Kumar G, "Analysis of restaurant reviews using clustering algorithm", International Conference on Contemporary Business Trends, NIT Srinagar, 2023.

Naila KS, Neeraj Suresh, Pankaj Kumar G, "Enhancing Swimming Pool Safety Through Advanced Object Detection In Adverse Weather Conditions", International Conclave on Skills, Engineering, and Technology (ICSET), 2023.

Pankaj Kumar G, Aman K Shihab, Narayanan V Eswar, "Lithium-Ion Battery Modeling: A Machine Learning Approach", International Conclave on Skills, Engineering, and Technology (ICSET), 2022.

Aman K Shihab, Pankaj Kumar G, Narayanan V Eswar, "Named Entity Recognition in Malayalam Using Deep Neural Networks", International Conclave on Skills, Engineering, and Technology (ICSET), 2022.

Pankaj Kumar G, Paul Elias Sojan, Joel Jorly, Nahid M A, Shiv Shankar Nath, "Advanced Small Object Detection and Tracking", National Conference on Artificial Intelligence And Cognitive Computing, 2022.

Hema Krishnan, G Pankajkumar, Aiswarya Poosari, Anagha Jayaraj, Christy Thomas, Grace Mol Joy, "Machine learning based sentiment analysis of coronavirus disease related twitter data", 2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC), IEEE, 2021.

Maheswaran T Parameswaran, Pankaj Kumar G, S Krishna Bhat, Shemin Anto, Shreyas S Kumar, Narayanan V Eswar, "A Hybrid Approach for Detection of Pneumonia from X-Ray Images", International Conclave on Skills, Engineering & Technology (ICSET), 2021.

Paul Elias Sojan, Joel Jorly, Nahid M A, Shiv Shankar Nath, Pankaj Kumar G, "Multilingual Cyberbullying Detection On Social Media Comments", International Conclave on Skills, Engineering & Technology (ICSET), 2021.

Shemin Anto, S Krishna Bhat, Keerthana Krishnakumar, Sherin Shaju, Narayanan V Eswar, Pankaj Kumar G, "Sustainable and Collaborative Automated Farming Technology with LoRa", NCECC-2020: National Conference on Electronics, Communication and Computation, NIT Jamshedpur, September 2020.

P Sunitha, Therus Martin, Pooja Susan Korah, Abijith Pradeep, Pankaj Kumar G, "Dynamic Multi-Heuristic A-star Approach for Optimal Map Navigation", International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS20), May 2020.

Rishad P, Saurav N S, Liya Laiju, Jerin Jayaraj, Pankaj Kumar G, "Application of Fuzzy Logic in Video Recommendation System for Syllabus Driven E-Learning Platform", International Conference on Computational Sciences- Modelling Computing and Soft Computing (CSMCS 2020), September 2020.

S Krishna Bhat, Keerthana Krishnakumar, Sherin Shaju, Pankaj Kumar G, "Enhancing Effectivity of Automated Irrigation System Using Fuzzy Logic", International Conference on Computational Sciences- Modelling Computing and Soft Computing (CSMCS 2020), September 2020.

S Krishna Bhat, Saurav N S, Rishad P, Liya Laiju, "Progressive CV Recommendation System based on KNN algorithm", Virtual International Transdisciplinary Conference (VITC-2020), August 2020.

Anagha Zachariah C, Anget Louis, Pankaj Kumar G, Gautam Balamurali, Anjo Martin, "Checkers Using Reinforcement Learning", International Colloquium on Recent Trends in Engineering (IC@MACE), April 2020.

Keerthana Krishnakumar, S Krishna Bhat, Sherin Shaju, Pankaj Kumar G, "A Survey on Object Recognition Techniques", International Colloquium on Recent Trends in Engineering (IC@MACE), April 2020.

Linda Joy, Maria Sajan, Narayanan V Eswar, Shemin Anto, Pankaj Kumar G, "A Novel Method for Image Steganography with Polynomial Equations", International Colloquium on Recent Trends in Engineering (IC@MACE), April 2020.

Liya Laiju, NS Saurav, P Rishad, S Krishna Bhat, G Pankaj Kumar, "SRL Video Recommender for Syllabus Driven E-learning Platform", Virtual International Conference on Futuristic Communication and Network Technologies, 2020.

S Krishna Bhat, Shemin Anto, Narayanan V Eswar, Shreyas S Kumar, Pankaj Kumar G, "Interactive Workbook for Effective Virtual Laboratories", 3rd International Conference on Information Systems and Management Science (ISMS 2020), Malta, 2020.

S Krishna Bhat, S Sukanya, Pankaj Kumar G, "Smart Pedestrian Assistance System", 6th National Conference on Advanced Computing and Communication Technology, 2020.

Shreya Kulangara, Mohammed Zeeshan, Paul Antony, Zacharia Joshy, Pankaj Kumar G, "A Review on visualization based model understanding technique", International Colloquium on Recent Trends in Engineering (IC@MACE), 2020.

Anagha Zachariah C, Pankaj Kumar G, Arun Kumar M N, "Terrain Generation from user text using cellular automata", International Journal of Recent Technology and Engineering (IJRTE) (SCOPUS), vol:8, Issue:3, September 2019.

Abijith Pradeep, Aswin Kumar K.S, Dileep Vijayakumar, "Cartoonization of Images", National Conference on Latest Trends in Computational Engineering Methods, March 2019.

Abijith Pradeep, Aswin Kumar K.S, Dileep Vijayakumar, Paul Antony, Pankaj Kumar G, "Optimization of Logistic Regression using Elephant Herd Optimization", National Conference on Machine Learning and Artificial Intelligence, August 2019.

Paul Antony, Jerin Jayaraj, "Peer-to-Peer File Sharing Systems", National Conference on Advanced Computing and Communication Technology, March 2019.

Anagha Zachariah C, "Recent Advances in Game Search Trees", National Conference on Latest Trends in Computational Engineering Methods, March 2019.

Jerin Jayaraj, Paul Antony, "Peer-to-Peer File Sharing Systems", International Journal of Engineering Research & Technology (IJERT), Volume 7 - Issue 05, August 2019.

Anagha Zachariah C, Pankaj Kumar G, Dr. Arun Kumar M N, "Artificial Terrain Generation for Computer Games from User Descriptions", April 2019.

Linda Joy, Maria Sajan, Pankaj Kumar G, "Segmented Key Frame Extraction", National Conference on Communication Systems, NIT Puducherry, September 2019.

Anupriya Dominic, Shemin Anto, Anjaly J A, Pankaj Kumar G, "Removing Sensitive Private Medias Files From Web Using Block-Chain Technology", National Conference on Blockchain and Smart Contract Technologies, NIT Trichy, November 2019.

Anagha Zachariah C, Pankaj Kumar G, Dr. Arun Kumar M N, "CloudStore: A framework for developing progressive streaming games", International Conference on Big Data and Cloud Computing (ICBDCC19) (SCOPUS), December 2019.

Abijith Pradeep, Aswin Kumar, Dileep Vijayakumar, Allen Sunny, Paul Antony, Pankaj Kumar G, "Intelligent cloud load balancing using elephant herd optimization", International Conference on Big Data and Cloud Computing (ICBDCC19) (SCOPUS), December 2019.

Jerin Jayaraj, Maria Sajan, Linda Joy, Narayanan V Eswar, Pankaj Kumar G, "Re-Ranking ODI batsman using JJ metric", International Conference on Big Data and Cloud Computing (ICBDCC19) (SCOPUS), December 2019.

Jerin Jayaraj, Paul Antony, Shemin Anto, Narayanan V Eswar, Pankaj Kumar G, "YouTube Comment Based Video Ranking System", International Conference on Digital Technologies and Transformation in Academic Libraries, NIT Surathkal, December 2019.