Computer Vision and Image Processing

Anomaly Detection in ATM Vestibules using Three-stream Deep Learning Approach.- MIS-Net: A deep residual network based on memorised pooling indices for medical image segmentation.- HD-VAE-GAN: Hiding Data with Variational Autoencoder Generative Adversarial Networks.- Share-GAN: A Novel Shared Task Training in Generative Adversarial Networks for Data Hiding.- Hiding Video in Images: Harnessing Adversarial Learning on Deep 3D-Spatio-Temporal Convolutional Neural Networks.- An Explainable Transfer Learning based approach for Detecting Face Mask.- Left Ventricle Segmentation of 2D Echocardiography Using Deep Learning.- Multi Modal 2-D Canvas based Gallery Content Retrieval.- A Segmentation Based Robust Fractional Variational Model for Motion Estimation.- FlashGAN: Generating Ambient Images from Flash Photographs.- CT Image Synthesis from MR Image using Edge-aware Generative Adversarial Network.- Modified Scaled-YOLOv4: Soccer Player and Ball Detection for Real Time Implementation.- CandidNet: A Novel Framework for Candid Moments Detection.- Cost Efficient Defect Detection in Bangle Industry Using Transfer Learning.- SINGLE IMAGE DEHAZING USING MULTI PATH NETWORKS BASED ON CHAIN OF U-NETS.- Leveraging Tri-Planar Views and Weighted Average Fusion Technique to Classify Lung Nodule Malignancy.- A Bayesian Approach to Gaussian-Impulse Noise Removal using Hessian Norm Regularization.- DeepTemplates: Object Segmentation Using Shape Templates.- Data-Centric Approach to SAR-Optical Image Translation.- Linear and Non-Linear Filter-based Counter-Forensics Against Image Splicing Detection.- Ischemic Stroke Lesion Segmentation in CT Perfusion Images Using U-Net with Group Convolutions.- Multi-Generator MD-GAN with Reset Discriminator : A Framework to handle Non-IID Data.- Video Colorization using Modified Autoencoder Generative Adversarial Networks.- Real-time ViolenceDetection using Deep Neural Networks and DTW.- Skin Disease Detection using Saliency Maps and Segmentation Techniques.- An alternate approach for single image haze removal using path prediction.- Detecting Tropical Cyclones in INSAT-3D Satellite Images using CNN-based model.- Two Stream RGB-LBP based Transfer Learning Model for Face Anti Spoofing.- Logarithmic Progressive-SMOTE: Oversampling Minorities in Retinal Fundus Multi-Disease Image Dataset.- Sequence Recognition in Bharatnatyam Dance.- Multi-modality fusion for Siamese Network based RGB-T Tracking (mfSiamTrack).- Automated detection of changes in built-up areas for map updating: a case study in Northern Italy.- Adaptive Learning for Leather Image Pre-processing using GAN.- Automated Sulcus Depth Measurement on Axial Knee MR Images.- LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks.- Plant Disease Classification Using Hybrid Features.- Analyzing Hydro-Estimator INSAT-3D Time Series with Outlier Detection.- Scalable Architecture for Mining Big Earth Observation Data: SAMBEO.- An Efficient Deep Transfer Learning Approach for Classification of Skin Cancer Images.- Computer Vision based Mechanism for detecting Fire and its Classes.- A Random Forest-based No-Reference Quality Metric for UGC Videos.- Endmember Extraction with Unknown Number of Sources for Hyperspectral Unmixing.- Advancement in Spectrum Sensing Algorithms in Cognitive Radio Architecture.- Fast detection and rule based classification of Bharatanatyam hasta mudra.- MFNet: A Facial Recognition Pipeline for Masked Faces Using FaceNet.- Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis.- Attending Local and Global Features for Image Caption Generation.- A Study on an Ensemble Model for Automatic Classification of Melanoma from Dermoscopy Images.- Challenges in DataExtraction From Graphical Labels in the Commercial Products.- A Novel Deep Learning Method for Thermal to Annotated Thermal-Optical Fused Images.- A Compact-Structured Convolutional Neural Network for Single Image Denoising and Super-Resolution.- A case study of rice paddy field detection using Sentinel-1 time series in northern Italy.- The UNICT-TEAM vision modules for the Mohamed Bin Zayed International Robotics Challenge 2020.- ResUNet: An Automated Deep Learning Model for Image Splicing Localization.