Dr. Swati Rastogi
Also known as: Swati
UPES, SVKM's NMIMS Deemed to be University Shobhaben Pratapbhai Patel School of Pharmacy and Technology Management, Indian Institute of Technology Bombay
0000-0002-2084-2956
About
Dr. Swati Rastogi is an Assistant Professor in the Systems Cluster at the School of Computer Science, UPES Dehradun, Uttarakhand, India. She earned her Ph.D. in 2025 from IIT Bombay, specializing in Pattern Recognition and Image Processing in the Near-Infrared (NIR) spectrum, an area at the intersection of advanced computer vision and biometric intelligence.
Her research lies at the forefront of next-generation biometric systems, with a focus on intrinsic biometrics, medical image analysis, and intelligent identification frameworks. She works extensively on the detection, authentication, and classification of both living and non-living entities using cutting-edge AI and machine learning techniques. Her work contributes to high-impact domains such as secure identity systems, forensic intelligence, and healthcare imaging.
Dr. Rastogi has an established research footprint with over 35+ scholarly contributions, including patents, peer-reviewed international journal articles, and conference publications with leading publishers such as IEEE, Springer, and Elsevier. She has also contributed to the academic community through authored book chapters and a research-focused book. In addition, she actively serves as a reviewer for reputed journals, including National Academy Science Letters and Engineering Applications of Artificial Intelligence, reflecting her recognition within the research community.
Beyond research, she is deeply committed to academic excellence and curriculum development. Her teaching spans a diverse and technically rigorous set of subjects, including Digital Forensics, Cybersecurity, Cyber Forensic Procedures and Analysis, Machine Learning, Image Processing and Pattern Recognition, Application Security, and Python Programming. She also integrates interdisciplinary perspectives through courses like Elements of AI/ML, IT Workshop (MATLAB), Object-Oriented Programming, and Essence of Indian Traditional Knowledge.
Dr. Rastogi’s profile represents a blend of strong theoretical grounding, applied research innovation, and impactful teaching, positioning her as an emerging contributor in the domains of AI-driven biometrics and intelligent systems.
Employment
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UPES Assistant Professor (G2)2023 - Present
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SVKM's NMIMS Deemed to be University Shobhaben Pratapbhai Patel School of Pharmacy and Technology Management Visiting Faculty2022 - 2023
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Indian Institute of Technology Bombay PhD Research Scholar2017 - 2025
Education
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Indian Institute of Technology Bombay PhD Research Scholar2017 - 2025
Projects & Funding
Projects & funding information is unavailable.
Publications (17)
- Sequential Multimodal Biometric Authentication Fusion System Save
- Data Privacy in Apps and Websites: Designing a Human-centric NLP framework for simple transparent communication Save
- Correction: Rastogi et al. Sequential Multimodal Biometric Authentication Fusion System. Mathematics 2026, 14, 1178 Save
- Decision-Aid Algorithms for Vein Biometrics in Digital Forensics Save
- Smart Animal Forensics: Footprint Identification Analysis using YOLOv8 Save
- Visualizing NIR Vein Patterns Using Supervised and Unsupervised Methods Save
- Emerging Technologies for E-Waste Recycling and Resource Recovery Save
- e-Waste Collection, Sorting, and Handling Practices Save
- Design and Implementation of a Self-Supervised Algorithm for Vein Structural Patterns Analysis Using Advanced Unsupervised Techniques Save
- Digital Image Conspicuous Features Classification Using TLCNN Model with SVM Classifier Save