E-grāmata: Computer Vision and Image Processing: 7th International Conference, CVIP 2022, Nagpur, India, November 4-6, 2022, Revised Selected Papers, Part I

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.