Biometrics and Identity Systems
Face, fingerprint, newborn, cattle, pet animal, ECG, ear, and multimodal biometric recognition with attention to robustness and security.
Research
AI, biometrics, healthcare computing, and secure intelligent systems.
A research profile built from sponsored projects, patents, and selected publications listed in Prof. S. K. Singh's biodata.
Research Areas
AI for Healthcare and Biomedical Data
Histopathology, cancer image classification, CAD systems, therapeutic peptide discovery, antibiotic discovery, and clinical decision support.
IoT, Smart Systems, and Sensing
Animal health ecosystems, smart buildings, energy forecasting, IoT device security, EEG classifiers, and precision livestock applications.
Multimedia Security and Computer Vision
Watermarking, video authentication, tampering detection, face detection, privacy-preserving systems, and secure cloud media workflows.
Sponsored Projects
DBT
Intelligent CAD for Canine Mammary Tumours
- Duration
- 2020-2023
- Role
- PI
- Cost
- 60.91849 lakh
NASF
Developing Novel Therapeutic Strategies for Mitigating Antimicrobial Resistance
- Duration
- 2022-2025
- Role
- PI
- Cost
- 153.89064 lakh
NASF
AI and IoT Based Smart Vet Ecosystem for Animal Health, Patient Care and Precision Livestock Farming
- Duration
- 2023-2026
- Role
- PI
- Cost
- 215.38632 lakh
Patents
- A method and system for identifying cattle by combining unique identification of owner and cattle, granted in India, 2024
- A system and method for real-time cattle recognition using muzzle images
- A biometric based method and system for identifying an infant
- A biometric based system and method for management of pet animal
- IoT-based pet dog health monitoring and kennel cough detection system
Selected Publications
- An Interpretable Electric Vehicles Battery State of Charge Estimation using MHDTCN-GRU, IEEE Transactions on Vehicular Technology, 2025
- Enhancing electroencephalogram signal quality in epileptic patients using bidirectional stochastic long short-term memory network, Neural Computing and Applications, 2025
- XAI-INVENT: An explainable artificial intelligence based framework for rapid discovery of novel antibiotics, Computers and Electrical Engineering, 2025
- SLIDE-Net: A Sequential Modeling Approach with Adaptive Fuzzy C-Mean Empowered Data Balancing Policy for IDC Detection, IEEE Transactions on Fuzzy Systems, 2024
- Data Augmentation for Medical Image Classification based on Gaussian Laplacian Pyramid Blending with a Similarity Measure, IEEE Journal of Biomedical and Health Informatics, 2024
- Opportunities and Challenges in Data-Centric AI, IEEE Access, 2024
- Designing new blood-brain barrier penetrating molecules using novel hybridized gravitational search algorithm and explainable AI, IEEE Transactions on Artificial Intelligence, 2023
- Potential Impact of Data-Centric AI on Society, IEEE Technology and Society Magazine, 2023