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Cover image for Computer Vision and Image Processing 7th International Conference, CVIP 2022, Nagpur, India, November 4-6, 2022, Revised Selected Papers, Part I
Title:
Computer Vision and Image Processing 7th International Conference, CVIP 2022, Nagpur, India, November 4-6, 2022, Revised Selected Papers, Part I
Author:
Gupta, Deep. editor.
ISBN:
9783031314070
Edition:
1st ed. 2023.
Physical Description:
XXVIII, 738 p. 329 illus., 278 illus. in color. online resource.
Series:
Communications in Computer and Information Science, 1776
Contents:
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.
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