Computer Vision and Image Processing

.- Face Image Inpainting using Context Encoders and Dynamically Initialized Mask.
.- A Comparative Study on Deep CNN Visual Encoders for Image Captioning.

.- Robust Semi Supervised Medical Image Classification Leveraging Reliable Pseudo Labels.

.- Semi-supervised Polyp Classification in Colonoscopy Images using GAN.

.- Towards Efficient Semantic Segmentation Compression via Meta Pruning.

.- Cross-Domain Feature Extraction using CycleGAN for Large FoV Thermal Image creation.

.- Classification of Insect Pest using Transfer Learning Mechanism.

.- Federated Scaling of Pre-trained Models for Deep Facial Expression Recognition.

.- Damage Segmentation and Restoration of Ancient Wall Paintings for Preserving Cultural Heritage.

.- Colorization of Thermal Facial Images into Visible Facial Image using RGB-GAN.

.- Fusion of hand crafted features and deep features to Detect COVID 19 detection.

.- An Improved AttnGAN model for Text to Image Synthesis.

.- Analyzing the impact of Instagram filters on facial expression recognition algorithms.

.- MAAD-GAN: Memory-Augmented Attention-based Discriminator GAN for Video Anomaly Detection.

.- AG-PDCnet: An Attention Guided Parkinson's Disease Classification Network with MRI, DTI and Clinical Assessment Data.

.- Effective-LDAM: An Effective Loss Function To Mitigate Data Imbalance for Robust Chest X-Ray Disease Classification,

.- Performance elevation using Augmented Pivot Point Rotation for Kidney Stone Detection.

.- MotionFormer: An Improved Transformer-Based Architecture for Multi-Object Tracking.

.- Exploring the Feasibility of PPG for Estimation of Heart Rate Variability: A Mathematical Approach .

.- Improved Multi-Modal Image Fusion with Attention and Dense Networks: Visual and Quantitative Evaluation.
.- Lightweight Learning Model for Speckle Denoising in Digital Holography.

.- Comparative Analysis of Stress Prediction using Unsupervised Machine Learning Algorithms.

.- A Fractional Order Derivative Based Active Contour Model for Simultaneous Image Despeckling and Segmentation.

.- Making Domain Specific Adversarial Attacks for Retinal Fundus Images.

.- A fast and efficient algorithm for construction of discrete Voronoi diagram.

.- An Explainable Deep Learning Model for Fingerprint Presentation Attack Detection.

.- Multiscale Feature Fusion using Hybrid Loss for Skin Lesion Segmentation.

.- High Capacity and Reversible Steganographic Technique with Authentication Capability.

.- Rough Spatial Ensemble Kernelized Fuzzy C Means Clustering for Robust Brain MR Image Tissue Segmentation.

.- One Shot Learning to Select Data Augmentations for Skin Lesion Classification.

.- Improved Image Captioning using GAN and ViT.

.- Robust CNN-based Segmentation of Infrastructure Cracks Segregating from Shadows and Lines.

.- A Natural Language Processing Based Multimodal Deep Learning Approach for News Category Tagging.

.- Enhanced Heart Disease Classification using Parallelization and integrated Machine-Learning Techniques.

.- Free Space Detection for Autonomous Vehicles in Indian Driving Scenarios.

.- EUWOD-16: An Extended Dataset for Underwater Object Detection.

.- Low-Light Image Enhancement using Zero-DCE and DCP.

.- A comparative study on performances of adaptive and nonadaptive sparse solvers for electric impedance tomography.

.- Face Detection in Challenging Scenes with a Customized Backbone.

.- A Comprehensive Study on Pre-trained Models for Skin Lesion Diagnosis in a Federated Setting.