SVNIT, Surat

Signal Processing & Machine learning (SPML)

Faculty Name	Fields
Dr. Jignesh N. Sarvaiya (Group Head) Webpage	Image Processing, Biomedical Signal Processing, Machine Learning, Deep Learning
Dr. Anand D. Darji PDF	Digital Filters, Image Processing, Speech Processing, Machine Learning, Deep Learning, Signal Compression, Time-Frequency Analysis, Biomedical Signal Processing, Audio Signal Processing, Computer Vision
Dr. Zuber M. Patel PDF	AI Computing hardware accelerator
Dr. Abhilash S. Mandloi PDF	Signal Conditioning for Electronic Instrumentation
Dr. Jigisha N. Patel PDF	Signal processing for communication, Signal compression, image processing
Dr. Kamal Captain Webpage	Machine Learning for Physical Layer Communication, Machine Learning for Healthcare, Machine Learning for Agriculture/Aquaculture
Dr. Kishor P. Upla Webpage	Image Processing, Machine Learning, Deep Learning, Computer Vision, Generative Models, Transfer Learning, Explainable AI (XAI), Adversarial Machine Learning, Generative AI (GenAI), Thermal Imaging, Medical Imaging like CT, MRI, WCE, Endoscopy, Image Restoration, Image Deblurring, Denoising, Super-resolution
Dr. Prashant K. Shah	Signal Processing, Machine Learning, Deep Learning
Dr. (Ms.) Shilpi Gupta PDF	Signal Processing for Communication
Dr. Shweta N. Shah Webpage	Signal Processing for Communication, GNSS receiver processing, radar signal processing, Machine Learning, Deep Learning
Dr. Suresh Dahiya Webpage	Digital filters, GNSS receiver signal processing, Signal Processing for Communication, Array Signal Processing, Time-Frequency Analysis
Dr. Suman Deb Webpage	Signal Processing, Speech Processing, Machine Learning, Deep Learning, Digital filters, Time-Frequency Analysis, Biomedical Signal Processing, Audio Signal Processing, Natural Language Processing (NLP), Speech-based Health Analysis, Health care system, Human-Machine Interaction, Speech Pathology
Shree Mehul C. Patel	Integration of AI/ML with Communication Networks, signal processing research in 5G and future 6G networks, Edge Computing and Distributed System, Quantum Signal Processing