Computer Vision and Image Processing: 5th International Conference, Cvip 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part I

ISBN-13: 9789811610851 / Angielski / Miękka / 2021 / 517 str.

Satish Singh; Partha Roy; Balasubramanian Raman

Spis treści

An Approach for Fraction of Vegetation Cover Estimation in Forest Above-Ground Biomass Assessment Using Sentinel-2 Images.- Dynamic Multimodal Biometric System.- Copy-Move Image Forgery Detection using Spatio-structured SIFT Algorithm.- F-UNet: A Modified U-Net Architecture For Segmentation Of Stroke Lesion.- Radial Cumulative Frequency Distribution: A New Imaging Signature to Detect Chromosomal Arms 1p/19q Co-deletion Status in Glioma.- CT Scan Transformation from a Sharp to a Soft Reconstruction Kernel using Filtering Techniques.- Development of an Automated Monitoring and Warning System for Landslide Prone Sites.- Deep neural network for Pneumonia detection using Chest X-rays.- Handwriting Recognition on Filled-in Forms Using CNN.- A Two Side Histogram Shifting Based Reversible Data Hiding Technique In Encrypted Images.- Security of Digital Images Based on Stream Cipher and MDS Matrix.- Retinal Vessel Segmentation using Joint Relative Entropy Thresholding on Bowler Hat Transform.- Semantic segmentation of nuclei from breast histopathological images by incorporating attention in U-Net.- Automated diagnosis of COVID-19 from CT scans based on concatenation of Mobilenetv2 and ResNet50 features.- An Ensemble Method for Efficient Classification of Skin Lesion from Dermoscopy Image.- A Two-Phase Splitting Approach for the Removal of Gaussian-Impulse Noise from Hyperspectral Images.- Enhancement of Deep Learning in Image Classification Performance Using VGG16 with Swish Activation Function for Breast Cancer Detection.- Multi-stream CNN For Face Anti-Spoofing Using Color Space Analysis.- Multi-focus fusion using image matting and geometric mean of DCT-Variance.- Deep learning based lens for mitigating hospital acquired infections.- Edge detection on medical images using intuitionistic fuzzy logic.- Border to border distance based method for detecting Juxta-pleural nodules.- Appearance-invariant Entry-Exit matching using visual soft biometric traits.- A Nonlocal Spatial Coherent Fuzzy C-means Clustering for Bias Field Correction in Brain MR Images.- Securing Biometric Data over Cloud via Shamir’s Secret Sharing.- DarkGAN: Night Image Enhancement using Generative Adversarial Networks.- Cancelable Biometric Template Generation using Convolutional Autoencoder.- A Novel method for Cephalometric Landmark Regression using Convolutional Neural Networks and Local Binary Pattern.- Multi-Class Glioma Classification From MRI Images Using 3D Convolutional Neural Networks.- Accounting for Demographic Differentials in Forensic Error Rate Assessment of Latent Prints via Covariate-Specific ROC Regression.- A Semi-supervised Generative Adversarial Network for Retinal Analysis from Fundus images.- A Graph Spectral Approach for Restoring Images Corrupted by Shot-noise.- ECASR: Efficient Channel Attention based Super-Resolution.- Transfer Learning Based COVID-19 Patient Classification.- Automated Scoring of Metaphase Cell Images and Identification of Dicentric Chromosomes.- Clustering of writers and cluster dependent classifier selection for offline signature verification.- Evaluation of Auto-encoder Network with Photoacoustic Signal for Unsupervised Classification of Prostate Cancer.- An efficient approach for Skin Lesion Segmentation using Dermoscopic Images: A Deep Learning Approach.- SigVer – A Deep Learning based Writer Independent Bangla Signature Verification System.- Colorectal Cancer Segmentation using Atrous Convolution and Residual Enhanced UNet.- Deep Learning Based Detection of Rhinoceros Beetle Infestation in Coconut Trees using Drone Imagery.- Crop Classification From UAV-Based Multi-Spectral Images Using Deep Learning.- A novel Face Print Spoof Detection using color scatter measures in HSI space.- FingerPIN: An Authentication Mechanism Integrating Fingerprints and Personal Identification Numbers.