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.