Pattern Recognition : 13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23-26, 2021, Proceedings / edited by Edgar Roman-Rangel, Ángel Fernando Kuri-Morales, José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López.

Format:

Book

Contributor:

Roman-Rangel, Edgar, Editor.

Kuri Morales, Ángel Fernando, Editor.

Martínez Trinidad, José Francisco, Editor.

Carrasco Ochoa, Jesús Ariel, Editor.

Olvera-López, José Arturo, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 12725

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 12725

Language:

English

Subjects (All):

Pattern recognition systems.

Computer vision.

Artificial intelligence.

Social sciences-Data processing.

Automated Pattern Recognition.

Computer Vision.

Artificial Intelligence.

Computer Application in Social and Behavioral Sciences.

Local Subjects:

Automated Pattern Recognition.

Computer Vision.

Artificial Intelligence.

Computer Application in Social and Behavioral Sciences.

Physical Description:

1 online resource (XIII, 380 pages) : 158 illustrations, 122 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:

This book constitutes the proceedings of the 13th Mexican Conference on Pattern Recognition, MCPR 2021, which was planned to be held in Mexico City, Mexico, in June 2021. The conference was instead held virtually. The 35 papers presented in this volume were carefully reviewed and selected from 75 submissions. They are organized in the following topical sections: artificial intelligence techniques and recognition; pattern recognition techniques; neural networks and deep learning; computer vision; image processing and analysis; and medical applications of pattern recognition.

Contents:

Artificial Intelligence Techniques and Recognition

A Straightforward Framework For Video Retrieval Using CLIP

Inferential Rules for Identifying Answers in TOEFL Texts

Automatic Detection of Injection Attacks by Machine Learning in NoSQL Databases

Automatic Recognition of Learning-Centered Emotions

Pattern Recognition Techniques

Unsupervised Feature Selection Methodology for Analysis of Bacterial Taxonomy Profiles

A Comparative Study of Two Algorithms for Computing the Shortest Reducts: MiLIT and MinReduct

Extremal Topologies for the Merrifield-Simmons Index on Dynamic Trees

Experimental Comparison of Oversampling Methods for Mixed Datasets

Shortening the Candidate List for Similarity Searching using Inverted Index

Neural Networks and Deep Learning

Neuroevolution for Sentiment Analysis in Tweets Written in Mexican Spanish

Neovascularization Detection on Optic Disc Region using Deep Learning

Metric Localisation for the NAO Robot

Multi-Source Transfer Learning for Deep Reinforcement Learning

Efficient Training of Deep Learning Models through Improved Adaptive Sampling

Graph Representation for Learning the Traveling Salesman Problem

Satellite Imagery Classification using Shallow and Deep Learning Approaches

Skeletal Age Estimation from Hand Radiographs using Ensemble Deep Learning

Computer Vision

Quantifying Visual Similarity for Artistic Styles

Automatic Classification of Zingiberales from RGB Images

Classification of Rail Welding Defects based on the Bag of Visual Words Approach

Fast Background Subtraction and Graph Cut for Thermal Pedestrian Detection

Image Processing and Analysis

Development of a Method for Identifying People by Processing Digital Images from Handprint

Finding the Optimum Bit-quad Patterns for Computing the Euler Number of 2D Binary Images using Simulated Annealing

Perceptual and Pixel-Wise Information for Visual Novelty Detection

Multi-core Median Redescending M-Estimator for Impulsive Denoising in Color Images

A Comparative Study of 3D Plant Modeling Systems based on Low-cost 2D LiDAR and Kinect

Evaluation of Denoising Algorithms for Source Camera Linking

Texture based Supervised Learning for Crater-like Structures Recognition using ALOS / PALSAR Images

Medical Applications of Pattern Recognition

A Comparison Study of EEG Signals Classifiers for Inter-subject Generalization

COVID-19 Related Pneumonia Detection in Lung Ultrasound

Breastfeeding and Caries. A Relationship Analysis to Develop a Computer-Assisted Diagnosis using Random Forest

Lung-nodule Segmentation using a Convolutional Neural Network with the U-Net Architecture

Multi-target Attachment for Surgical Instrument Tracking

W-net: a Convolutional Neural Network for Retinal Vessel Segmentation

Novel Features for Glaucoma Detection in Fundus Images.

Other Format:

Printed edition:

ISBN:

978-3-030-77004-4

9783030770044

Access Restriction:

Restricted for use by site license.