Research Portfolio
Publications
10+ years of research in AI, Computer Vision & Biometrics — spanning journals, patents, conferences and books
SCOPUS
Web of Science
Q1 Journals
ACM DL
Springer
IEEE Xplore
Elsevier
IF up to 9.588
6
Patents
16
Journals
16
Conferences
7
Book Chapters
6
Articles
3
Presentations
1
Poster
50+
Total Publications
Neural Networks & Learning Systems
·
Expert Systems with Applications
·
IEEE Transactions on Biometrics
·
Pattern Recognition Letters
·
Applied Soft Computing
·
ACM Digital Library
·
Springer Nature
·
Elsevier ScienceDirect
·
IEEE Xplore Digital Library
·
International Journal of Computer Vision
·
Intellectual Property
Patents
01
A System and Method For Tracking of Drug Product and Expiry Date Alert of Pharmaceuticals using Deep Learning
2023
App No: 202331058909
Filed: 02/09/2023
02
A Covariate-based Gait Recognition System and Method for Edge Analytics Using Optimized Deep Learning Pipeline
2021
App No: 202111034240
Filed: 29/07/2021
Published: 27/08/2021
03
Content Based Video Ranking
2020
App No: 202011053220
Filed: 07/12/2020
Published: 08/01/2021
04
Inexpensive Nail-fold Capillaroscopy for Early Detection of Cardio-Metabolic Disease
2021
App No: 2021100922
Filed: 2021-02-18
Expiry: 2029-02-18
05
Content Based Video Ranking
2021
App No: 2021105538
Filed: 2021-08-15
Expiry: 2029-08-15
06
Sign Language Translator
2021
App No: 202110309
Filed: 13/12/2021
Peer-Reviewed Research
Journal Papers
01
Vehicle-Scale LLMs: Integrating low-rank residuals and 4-bit quantization for in-vehicle AI
2026
Array, Volume 29, 2026, 100709, ISSN 2590-0056 — Elsevier
02
Advancements in artificial intelligence for biometrics: A deep dive into model-based gait recognition techniques
2024
Engineering Applications of Artificial Intelligence, Volume 130, 2024, 107712 — Elsevier
03
Deep Learning Pipelines for Recognition of Gait Biometrics with Covariates – A Comprehensive Review
2022
Artificial Intelligence Review, Springer, 2022
04
Real-time Gait Biometrics for Surveillance Applications: A Review
2023
Image and Vision Computing, Elsevier, 2023, 104784
05
Data preprocessing and feature selection techniques in gait recognition: A comparative study of machine learning and deep learning approaches
2023
Pattern Recognition Letters, Volume 172, 2023, Pages 65–73, ISSN 0167-8655 — Elsevier
06
Journey into gait biometrics: Integrating deep learning for enhanced pattern recognition
2024
Digital Signal Processing, Volume 147, 2024, 104393, ISSN 1051-2004 — Elsevier
07
Deep Learning Approach for Hand Gesture Recognition: Applications in Deaf Communication and Healthcare
2024
Computers, Materials & Continua, 78(1), 2024
08
Medical imaging in rheumatoid arthritis: A review on deep learning approach
2023
Open Life Sciences, Volume 18, Issue 1, 2023 — De Gruyter
09
Internet of Things in healthcare: A survey on protocol standards, enabling technologies, WBAN architectures and open issues
2023
Physical Communication, 2023, 102103, ISSN 1874-4907 — Elsevier
10
Intra-class Variations with Deep Learning-based Gait Analysis: A Comprehensive Survey of Covariates and Methods
2022
Neurocomputing, Elsevier, 2022
11
Protection of gait data set for preserving its privacy in deep learning pipeline
2022
IET Biometrics, Wiley, 2022
12
A Robust Covariate-invariant Gait Recognition based on Pose Features
2022
IET Biometrics, Wiley, 2022
13
Push Recovery for Humanoid Robot in Dynamic Environment and Classifying the Data Using K-Mean
2016
International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 4, pp 29–34, 2016
14
Business and Social Behaviour Intelligence Analysis Using PSO
2014
International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 2, pp 69–74, 2014
15
Machine learning application to improve COCOMO model using neural networks
2018
International Journal of Information Technology and Computer Science (IJITCS), 3, 35–51, 2018
16
Selecting the COTS components using Ad-hoc approach
2017
International Journal of Wireless and Microwave Technologies (IJWMT), 7(5), 22–31, 2017
International Venues
Conference Papers
01
Deep Learning-based Framework for Accurate Clothing Attribute Recognition and Style Navigation for Gait Recognition
2023
International Conference on Bio-engineering for Smart Technologies, 2023
02
Protecting the Privacy of Face by De-Identification Pipeline Based on Deep Learning
2022
16th International Conference on Signal Image Technology and Internet Based Systems (SITIS) · Dijon, France · Oct 19–21, 2022
03
Optimized Pose-Based Gait Analysis for Surveillance
2021
2nd International Conference on Innovations in Computational Intelligence and Computer Vision · Manipal University Jaipur · Aug 5–6, 2021
04
IoT enabled elderly monitoring system and the role of privacy preservation frameworks in health applications
2021
5th International Conference on Intelligent Data Communication Technologies and Internet of Things · JCT College, Coimbatore · Aug 27–28, 2021
05
Smart Autonomous Vehicle Using End To End Learning
2020
8th International Conference on Innovations in Computer Science & Engineering · Guru Nanak Institute of Technology · Aug 28–29, 2020
06
A Multi-Factor Access Control and Ownership Transfer Framework for Future Generation Healthcare Systems
2020
4th International Conference on Opportunities and Challenges in Business Management · MAHE Dubai · Feb 25–26, 2020
07
Surveillance System To Provide Secured Gait Signatures In Multi View Variations Using Deep Learning
2020
International Conference on Modelling, Simulation & Intelligent Computing · BITS Dubai · Jan 29–31, 2020
08
IoT Based Automated Weather Report Generation and Prediction Using Machine Learning
2019
2nd International Conference on Intelligent Communication and Computational Techniques · Manipal University · Sep 28–29, 2019
09
IoT Based Cloud Enabled Smart Electricity Management System
2019
2nd International Conference on Smart IoT Systems · Manipal University · Jan 18–19, 2019
10
Cloud Assisted IoT Enabled Smoke Monitoring System (e-Nose) Using Machine Learning Techniques
2019
2nd International Conference on Smart IoT Systems · Manipal University · Jan 18–19, 2019
11
Tracing Gesture and Extracting Gait Features to Recognize Parkinson's Disease Using Multi-layered Back Propagation Algorithm
2018
International Conference on Innovative Technologies (InTech 2018) · Zagreb, Croatia · Sep 5–7, 2018
12
An Attribute Based Break-Glass Access Control Framework For Medical Emergencies
2018
International Conference on Innovations in Computational Intelligence and Computer Vision · Manipal University · Jan 18–19, 2018
13
Identification of gait data using machine learning technique to categories human locomotion
2018
10th International Conference on Security of Information and Networks · Jaipur, India · Oct 13–15, 2018
14
Clustering Gait Data using different machine learning techniques and finding the best technique
2016
International Conference on Smart Trends for Information Technology and Computer Communications · Jaipur, India · Aug 6–7, 2016
15
Classifying Gait Data using different machine learning techniques and finding the optimum technique of classification
2016
International Conference on ICT for Sustainable Development · Panaji, Goa, India · Jul 1–2, 2016
16
Push recovery for humanoid robot in dynamic environment and classifying the data using K-mean
2016
Second International Conference on Information and Communication Technology for Competitive Strategies · Udaipur, India · 4–5 Mar. 2016
Scholarly Books
Book Chapters
01
Optimized navigation using deep learning technique for automatic guided vehicle
2021
Cognitive Computing for Human-Robot Interaction (pp. 147–161) · Academic Press · Cognitive Data Science in Sustainable Computing series
02
IoT enabled Surveillance System to Provide Secured Gait Signatures Using Deep Learning
2020
Security and Trust Issues in Internet of Things: Blockchain to the Rescue · CRC Press, Taylor & Francis · ISBN 9781003121664 · Dec 2, 2020
03
Automated Guided Autonomous Car Using Deep Learning and Computer Vision
2021
Autonomous Driving and Advanced Driver-Assistance Systems (ADAS) (pp. 219–232) · CRC Press · Dec 15, 2021
04
Open-Pit Mine Autonomous Bot
2021
Autonomous Driving and Advanced Driver-Assistance Systems (ADAS) (pp. 485–504) · CRC Press · Dec 15, 2021
05
Smart Agriculture Using Wireless Sensor Networks
2021
Integration of WSNs into Internet of Things (pp. 121–134) · CRC Press, Taylor & Francis · 2021
06
Big Data Analysis Using Machine Learning Approach to Compute Data
2018
Data Intensive Computing Applications for Big Data (pp. 133–150) · IOS Press · Advances in Parallel Computing series · Feb 2018
07
Application of Big Data Analytics in Cloud Computing via Machine Learning
2018
Data Intensive Computing Applications for Big Data (pp. 236–366) · IOS Press · Advances in Parallel Computing series · Feb 2018
Preprints & Short Articles
Articles
01
Noisy Distance Measurements Using 3-D Localization with Rb-Rf Methods
2014
arXiv preprint arXiv:1407.2125, 2014
02
Search Space Engine Optimize Search Using FCC_STF Algorithm in Fuzzy Co-Clustering
2014
arXiv preprint arXiv:1407.6952, 2014
03
Social and business intelligence analysis using PSO
2014
arXiv preprint arXiv:1407.6090, 2014
04
Design and Autonomous Control of the Active Adaptive Suspension System Rudra Mars Rover
2014
arXiv preprint arXiv:1407.5197, 2014
05
A proposed solution to knapsack problem using branch & bound technique
2016
International Journal for Innovative Research in Multidisciplinary Field, 2(7), 240–246, 2016
06
A Text to Speech Conversion Engine
Technical Report
Paper Presentations
Presentations
01
Electronic Commerce
2010
Indian Society for Technical Education (ISTE) Annual Students' Convention (ASC-2010) · BVICAM, New Delhi · September 25, 2010
02
Deep Learning based Surveillance System using Gait Signatures
2020
1st Online International Conference on Advances in Computing, Communication and Control (ICA3C-2020) · IIMT University, Meerut · June 16–17, 2020
03
Early Detection of Rheumatoid Arthritis in Knee using Deep Learning
2021
International Conference on Data Science, Machine Learning and Artificial Intelligence (DSMLAI) · Namibia University of Science and Technology (NUST), Windhoek, Namibia · August 9–12, 2021
Research Posters
Posters
01
Gait Biometrics – Deep Learning Based Surveillance System using Gait Signatures
2020
Research Poster · 1st Online International Conference on Advances in Computing, Communication and Control (ICA3C-2020) · IIMT University, Meerut
Selected Highlights
Research Spotlights
Highest-impact work, latest research, and award-winning contributions
Highest Impact Factor
9.6
Impact Factor · SCI Q1
Deep Learning Pipelines for Recognition of Gait Biometrics with Covariates – A Comprehensive Review
Artificial Intelligence Review, Springer, 2022
View Paper
Latest Research · 2026
4.5
Impact Factor · SCI Q1
Vehicle-Scale LLMs: Integrating Low-Rank Residuals and 4-bit Quantization for In-Vehicle AI
Array, Elsevier, Volume 29, 2026
View Paper
Best Paper Award
2018
InTech Conference · Zagreb, Croatia
Tracing Gesture and Extracting Gait Features to Recognize Parkinson's Disease Using Multi-layered Back Propagation Algorithm
International Conference on Innovative Technologies (InTech 2018)
View Proceedings