M.Tech thesis supervised over the years, spanning image and video processing, deep learning, biometrics and FPGA-based system design.
Efficient CAD-ViT: A Lightweight Hybrid CNN–Transformer Architecture for Real-Time Diabetic Retinopathy Screening on Edge Devices
Deepfake Detection Using Wavelet-Based Spatial-Frequency Analysis
Development of Deep Learning Algorithm for Early Diagnosis of Breast Cancer Using Thermograms
Implementing Virtual Memory Management in Pipelined CAAO: A High-Throughput VRAM-Efficient Training Approach
CraftVTON: Craft-Aware Deep Learning for Indian Ethnic Wear Classification, Generation and Virtual Try-On
Interpretable Fair Face Verification via Layer-Localized Concept Bottlenecks: Where Demographic Bias Lives and Why It Resists Removal
Comparative Analysis on Optimization Techniques in Deep Learning
Deep Learning based Thermal Solar Photovoltaic Cell Defect Detection Methods
Poly-Activation Function in Deep Neural Network
CrimeNet: A Robust Vision Transformer-Based Framework for Multi-Class Violence Detection
Enhanced FPANet: Integrating Swin Transformer and Attention Mechanisms for Improved Crowd Counting
Real-Time Low Resolution Face Recognition using Super Resolution
Automatic Indian License Plate Detection and Recognition System for Controlled Environment
Offline Signature Verification on Real World Documents using Deep learning Approaches
Deep Learning based Biometrics Occluded Face Recognition
Extreme Point based Apparel Detection
Selective Kernel Networks and Application in Classification
Scene Graph Generation with Geometric Context
Hand Crafted Feature Extraction For Histopathology Images
Attention-based Translation Embedding for Visual Relationship Detection
Study of Occlusion Detection and Removal
Deep Learning
Deep Plant-Image Classification and Recognition
Image Processing
Real Low Resolution and Thermal Image Recognitionvia Image-to-Image Translation using Deep Learning Architectures
Image Deblurring of Motion Blur Using Encoder-Decoder Residual Networks
Deep CNN for Image Reconstruction using Residual Learning
Fusion of Visible and Thermal Image using DT-DWT and PSO
Biomedical Image Segmentation for Mouse Embryo and Drosophila cell count using Monte Carlo Tree Search
Facial Biometric System Design and Implementation using Extended LGHP
Analysis of Hybrid CNN Discreptor Model for Facial Expression Recognition
Fusion in Multimodal Biometric Recognition System
Face Recognition with Alternating Least Square Method
Collusion Resistant Multi-Secret Image Sharing
FPGA implementation of RNS based DSP Architecture
Automatic Human Action Recognition using Eigen Joints
Fruit Detection and Tagging using Image Processing Techniques
FPGA implementation of Memory-Delay Efficient 2D FIR Filter
Advanced Peripheral Bus Design and Verification
Analysis of subsumption Architecture using Linear Time Variant Scheduler
Liveness Detection of Face
Writing Support System for Blinds using Gesture Recognition
Voice Signal Processing and Application to Intelligent System
Real Time FPGA implementation of Grey Scale Image Watermarking with Camera Interface
Voice Controlled Interactive Gripper (VCI-G)
Textured Gray Formation and application to compression
Image Encryption using Visual Secret Sharing Schemes with Improved Performance
Deployment of Technique for Rightful Ownership using HVS based Adaptive Watermarking Mechanism
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