Computer Analysis of Images and Patterns : 19th International Conference, CAIP 2021, Virtual Event, September 28-30, 2021, Proceedings, Part I / edited by Nicolas Tsapatsoulis, Andreas Panayides, Theo Theocharides, Andreas Lanitis, Constantinos Pattichis, Mario Vento.

Format:

Book

Contributor:

Tsapatsoulis, Nicolas., Editor.

Panayides, Andreas., Editor.

Theocharides, Theo., Editor.

Lanitis, Andreas., Editor.

Pattichis, Constantinos., Editor.

Vento, Mario., Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 13052

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 13052

Language:

English

Subjects (All):

Computer vision.

Machine learning.

Computer engineering.

Computer networks.

Computer Vision.

Machine Learning.

Computer Engineering and Networks.

Local Subjects:

Computer Vision.

Machine Learning.

Computer Engineering and Networks.

Physical Description:

1 online resource (XXII, 500 pages) : 194 illustrations, 162 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

The two volume set LNCS 13052 and 13053 constitutes the refereed proceedings of the 19th International Conference on Computer Analysis of Images and Patterns, CAIP 2021, held virtually, in September 2021. The 87 papers presented were carefully reviewed and selected from 129 submissions. The papers are organized in the following topical sections across the 2 volumes: 3D vision, biomedical image and pattern analysis; machine learning; feature extractions; object recognition; face and gesture, guess the age contest, biometrics, cryptography and security; and segmentation and image restoration.

Contents:

3D Vision

Simultaneous Bi-Directional Structured Light Encoding for Practical Uncalibrated Profilometry

Joint Global ICP for Improved Automatic Alignment of Full Turn Object Scans

Fast Projector-Driven Structured Light Matching in Sub-Pixel Accuracy using Bilinear Interpolation Assumption

Pyramidal Layered Scene Inference with Image Outpainting for Monocular View Synthesis

Out of the Box: Embodied Navigation in the Real World.-Toward a novel LSB-based collusion-secure fingerprinting schema for 3D video

A Combinatorial Coordinate System for the Vertices in the Octagonal C4C8 ( R) Grid

Bilingual Speech Recognition by Estimating Speaker Geometry from Video Data

Cost-efficient Color Correction Approach on Uncontrolled Lighting Conditions

HPA-Net: Hierarchical and Parallel Aggregation Network for Context Learning in Stereo Matching

MTStereo 2.0: accurate stereo depth estimation via Max-tree matching

Biomedical Image and Pattern Analysis

H-OCS: a hybrid optic cup segmentation of retinal images

Retinal Vessel Segmentation using Blending-based Conditional Generative Adversarial Networks

U-shaped densely connected Convolutions for Left ventricle segmentation from CMR images

Deep Learning approaches for Head and Operculum Segmentation in Zebrafish Microscopy Images

Shape Analysis Approach towards Assessment of Cleft Lip Repair Outcome

MMEC: Multi-Modal Ensemble Classifier for Protein Secondary Structure Prediction

Breast Cancer Brain Metastasis: Automated MRI Image Analysis for the Prediction of Primary Cancer Using Radiomics

An Adaptive Semi-Automated Integrated System for Multiple Sclerosis Lesion Segmentation in Longitudinal MRI Scans Based on a Convolutional Neural Network

A Three-Dimensional Reconstruction Integrated System for Brain Multiple Sclerosis Lesions

Rule Extraction in the Assessment of Brain MRI Lesions in Multiple Sclerosis: Preliminary Findings

Invariant Moments, Textural and Deep features for Diagnostic MR and CT Image Retrieval

Toward multiwavelet Haar-Schauder entropy for biomedical signal reconstruction

Machine Learning

Handling Missing Observations with an RNN-based Prediction-Update Cycle

eGAN: Unsupervised approach to class imbalance using transfer learning

Progressive Contextual Excitation for Smart Farming Application

Fine-Grained Image Classification for Pollen Grain Microscope Images

Adaptive Style Transfer Using SISR

Object-Centric Anomaly Detection using Memory Augmentation

Document Language Classification: Hierarchical Model With Deep Learning Approach

Parsing Digitized Vietnamese Paper Documents

EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task

When Deep Learners Change Their Mind: Learning Dynamics for Active Learning

Learning to Navigate in the Gaussian Mixture Surface

A Deep Hybrid Approach For Hate Speech Analysis

On improving generalization of CNN-based image classification with delineation maps using the CORF push-pull inhibition operator

Fast Hand Detection in Collaborative Learning Environments

Assessing the Role of Boundary-level Objectives in Indoor Semantic Segmentation

Skin lesion classification using convolutional neural networks based on Multi-Features Extraction

Recursively Refined R-CNN: Instance Segmentation with Self-RoI Rebalancing

Layer-wise Relevance Propagation based Sample Condensation for Kernel Machines.-.

Other Format:

Printed edition:

ISBN:

978-3-030-89128-2

9783030891282

Access Restriction:

Restricted for use by site license.