Faculty

Physical Layer Security in Wireless Communication (MIMO Systems; Relay based cooperative communication), IoT based Device Design and Security

Computer Vision, Image Processing, Pattern Recognition, Signal Processing

Deep Learning, Machine Learning, Reinforcement Learning and Image Processing

Development Economics (concentrating mainly on rural development), Agriculture Economics

System-level VLSI design, Processor Architecture, High Performance Computing

Embedded Systems, Computer Networks, High Performance Computing, Machine Learning

Applications of Image Processing, Fiber Optics and Optical Communication, High speed Semiconductor Devices, Nanoscience and Nanotechnology, Quantum Optics, Technologies for Humanitarian Challenges

Network Security, Privacy-Preserving Computation, System and Software Security

Optical Communication - Fiber Optic and Free Space, Photonic Devices and Subsystems, Sensors, Image and Signal Processing, Nonlinear Systems and Chaos, System Dynamics Modelling of Education

Algorithms and Complexity Theory

Astrophysical Accretion, Fluid Dynamics, Nonlinear Systems

Dr. Rana’s research interests are Recommender Systems, Human-Computer Interaction, Information Retrieval, and Decision Support Systems. In particular, He is interested in developing Computational Models of Information Recommendation Systems…

Computer Vision, Image Processing, Machine Learning

Digital VLSI Architecture Design, FPGA Architectures, Hardware Description Language, Computer Arithmetic

Bio and Brain Engineering, Information Technology, Medicine

Modern Philosophy, Phenomenology and Hermeneutics, Literary Modernism

Computational Science, High Performance Computing, Data Science

Animation, Graphic Design, Illustration, Basic Design

Ultra Low Power and Sub-threshold Circuit Methodologies, Very Low Voltage Circuits for Wireless Sensor Networks, Digital IC Design, Power Management for Energy Harvesters, Signal Processing Hardware for Color Image Processing, Geometric Algebra an…

RF and Microwave Engineering, Microwave Nondestructive Testing of Composite Materials, Biomedical Applications of Microwaves, Electromagnetic Imaging of Complex Dielectric Bodies, Microwave Measurements and Characterization of Nonlinear Dielectric…

Cryptography, Information Theory, Computational Number Theory

Theoretical physics

Speech Signal Processing, Speech and Speaker Recognition (Voice Biometrics), Development of Countermeasures for Spoofing Attacks on Automatic Speaker Verification, Voice Conversion

Quantum Computation and Information, Quantum Spin Systems, Mathematical Finance

Digital Signal and Image Processing, Digital Communication, Computer Networking, Satellite Communication

Cloud Computing, Internet of Things, Software Engineering, Software Design and Development

Fractional Differential Equations, Optimization, Numerical Methods for PDEs

Social and Cultural History Science, Technology and Design, History of Modernity and Developmental Practice in Colonial and Post-Colonial India, Economic and Social History of Gujarat

Cyber Security, Cryptography, Privacy issues in Internet of Things

Information processing in Biology, Bio-Molecular (DNA, Membrane, Cell) Computing, Coding and Information Theory, Cryptology, Quantum Computing, Computational, Structural, Systems and Synthetic Biology and Bioinformatics

Image Processing and Computer Vision, Applications of Wavelet Transform, Human Action Recognition and Behavior Understanding, Infrared Imaging, Medical Imaging, Machine Learning, Information Retrieval, Image Processing Applications on FPGA

Signal Detection and Parameter Estimation, 5G New Radio, MIMO communications, 4G LTE

Signal and Image Processing, Digital Communication, Computer Vision, Machine Learning

Mathematical Logic

Distributed Databases - Query Processing, Application Development for Biodiversity Domain, Software System Analysis and Design

Non-equilibrium Statistical Mechanics and Nonlinear Dynamics

Frame Theory, Optimization Theory and Applications, Variational Inequalities

Control and Automation, Cyber-Physical Systems, Sliding Mode Control

Computer Science

Mobile and Pervasive Computing which include Wireless Sensor Networks, Mobile Phone Based Sensing

Machine Learning, Artificial Intelligence, Neural network, Computer Vision, Image Processing, Digital Signal Processing, Signals and Systems, Engineering Mathematics

Natural Language Processing, Information Retrieval, Cognitive Science

Support Vector Machines, Loss Functions, Regression, Extreme Learning Machine, Quantile Regression

Encrypted Domain Processing, Digital Forensics, Security & Privacy issues in Cloud Computing, Secure Data Deduplication, Computer Vision

Theoretical Computer Science

Coresets for Machine Learning

Graph Theory, Data Structures, Algorithms, Automata Theory

Adaptive Signal Processing, Compressive Sensing, Machine Learning, Image Processing, Graph Signal Processing

Satellite Remote Sensing, GIS & GPS technology

Nanoelectronics, Microelectronics, Embedded Systems and IOT

Internet of Things, Protocol Modelling and Analysis, Simulation

Communication and Radar Systems, Millimeter Wave Transceivers, Integrated Active Antennas, RF/Microwave/Wireless Applications

• Software Engineering (Software Testing, Software Engineering Education & Training)
• Application of NLP/AI Techniques
• Applications of Machine Learning in Software Engineering

Political Anthropology, Cultural Studies, Feminist Theory, Film Studies, Literary and Visual Cultures in South Asia

Biometrics, Pattern Recognition, Image Processing

English Studies, Gender Studies, Performance Studies

Natural Language Processing, Recommendation Systems, Knowledge Graphs

VLSI, Embedded Systems and MEMS

Image Processing, Computer Vision, Machine Learning

Theory, Algorithms (Parallel, Distributed, Dynamic), Applications of Graphs

Theoretical Computer Science, Mainly Focused On: Approximation Algorithms, Computational Geometry, Computational Complexity, Combinational Optimization

Intelligent System and Circuit Engineering, Humanoid Robotics, Cybernetics

Statistical Inference, Survey Sampling, Discrete Data Modeling and Analysis, Applications of Statistical Methodologies in Various Fields

Micro/Nano-Sensors, Micro-Electro-Mechanical Systems (MEMS), System Design

Material Culture, Design and Communication Culture, Visual Anthropology, Anthropology of Space, Rituals and History with specific reference to Colonialism South East Asia

VLSI, Nanotechnology, Numerical Method Techniques--FDTD, Design Techniques and Modelling Schemes of High-speed on-chip VLSI Interconnects, Modeling and Simulation Schemes, Advanced Devices and Their Modeling, Analysis

Communication, Signal Processing, Machine Learning