國立虎尾科技大學 |

Pattern Recognition = 13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23–26, 2021, Proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Pattern Recognition/ edited by Edgar Roman-Rangel, Ángel Fernando Kuri-Morales, José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López.
其他題名:	13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23–26, 2021, Proceedings /
其他作者:	Roman-Rangel, Edgar.
面頁冊數:	XIII, 380 p. 158 illus., 122 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Pattern recognition. -
電子資源:	https://doi.org/10.1007/978-3-030-77004-4
ISBN:	9783030770044

Pattern Recognition = 13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23–26, 2021, Proceedings /
Pattern Recognition13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23–26, 2021, Proceedings /[electronic resource] :edited by Edgar Roman-Rangel, Ángel Fernando Kuri-Morales, José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López. - 1st ed. 2021. - XIII, 380 p. 158 illus., 122 illus. in color.online resource. - Image Processing, Computer Vision, Pattern Recognition, and Graphics ;12725. - Image Processing, Computer Vision, Pattern Recognition, and Graphics ;9219.

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.

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.

ISBN: 9783030770044

Standard No.: 10.1007/978-3-030-77004-4doiSubjects--Topical Terms:

1253525
Pattern recognition.

LC Class. No.: Q337.5

Dewey Class. No.: 006.4

Pattern Recognition = 13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23–26, 2021, Proceedings /
LDR:05106nam a22004215i 4500 001 1055549
003 DE-He213
005 20210826172825.0
007 cr nn 008mamaa
008 220103s2021 sz | s |||| 0|eng d
020 $a 9783030770044 $9 978-3-030-77004-4
024 7 $a 10.1007/978-3-030-77004-4 $2 doi
035 $a 978-3-030-77004-4
050 4 $a Q337.5
050 4 $a TK7882.P3
072 7 $a UYQP $2 bicssc
072 7 $a COM016000 $2 bisacsh
072 7 $a UYQP $2 thema
082 0 4 $a 006.4 $2 23
245 1 0 $a Pattern Recognition $h [electronic resource] : $b 13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23–26, 2021, Proceedings / $c edited by Edgar Roman-Rangel, Ángel Fernando Kuri-Morales, José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López.
250 $a 1st ed. 2021.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a XIII, 380 p. 158 illus., 122 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Image Processing, Computer Vision, Pattern Recognition, and Graphics ; $v 12725
505 0 $a 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.
520 $a 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.
650 0 $a Pattern recognition. $3 1253525
650 0 $a Optical data processing. $3 639187
650 0 $a Artificial intelligence. $3 559380
650 0 $a Application software. $3 528147
650 1 4 $a Pattern Recognition. $3 669796
650 2 4 $a Image Processing and Computer Vision. $3 670819
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Computer Appl. in Social and Behavioral Sciences. $3 669920
700 1 $a Roman-Rangel, Edgar. $e editor. $1 https://orcid.org/0000-0002-0590-1698 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1360763
700 1 $a Kuri-Morales, Ángel Fernando. $e editor. $1 https://orcid.org/0000-0003-0111-810X $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1360764
700 1 $a Martínez-Trinidad, José Francisco. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1273611
700 1 $a Carrasco-Ochoa, Jesús Ariel. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1256318
700 1 $a Olvera-López, José Arturo. $e editor. $1 https://orcid.org/0000-0003-0639-1463 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1273613
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030770037
776 0 8 $i Printed edition: $z 9783030770051
830 0 $a Image Processing, Computer Vision, Pattern Recognition, and Graphics ; $v 9219 $3 1253644
856 4 0 $u https://doi.org/10.1007/978-3-030-77004-4
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)