عنوان

Progress in pattern recognition, image analysis, computer vision, and applications :

(Number (ISBN

3030134695

(Number (ISBN

9783030134693

Erroneous ISBN

9783030134686

Title Proper

Progress in pattern recognition, image analysis, computer vision, and applications :

General Material Designation

[Book]

Other Title Information

23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings /

First Statement of Responsibility

Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales (eds.).

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

2019.

Specific Material Designation and Extent of Item

1 online resource (xxiii, 987 pages) :

Other Physical Details

illustrations (some color)

Series Title

Lecture notes in computer science ;

Series Title

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

Volume Designation

11401

Text of Note

Includes author index.

Text of Note

International conference proceedings.

Text of Note

Machine Learning -- Data Augmentation via Variational Auto-Encoders -- LSTM-based Multi-scale Model for WindSpeed Forecasting.-Using deep learning to classify class imbalanced gene-expression microarrays datasets.-A data representation approach to support imbalanced data classification beased in TWSVM -- Improving regression models by dissimilarity representation of bio-chemical data -- A Comparative Study on Unsupervised Domain Adaption for Coffee Crop Mapping -- Analytical Comparison of Histogram Distance Measures -- Gaussian processes regression with multiple annotors -- Linear projection learned from hybrid CKA for enhancing distance-based classifiers -- Evaluation of Bag-of-Word performance for time series classification using discriminative SIFT-based mid-level representations -- Color classification methods for perennial weed detection in cereal crops -- Hierarchical graph-based segmentation in detection of object-related regions -- Dealing with heterogeneous Google Earth images on Building Area Detection task -- Evaluation of scale-aware realignments of hierarchical image segmentation.

0

Text of Note

This book constitutes the refereed post-conference proceedings of the 23rd Iberoamerican Congress on Pattern Recognition, CIARP 2018, held in Madrid, Spain, in November 2018 The 112 papers presented were carefully reviewed and selected from 187 submissions The program was comprised of 6 oral sessions on the following topics: machine learning, computer vision, classification, biometrics and medical applications, and brain signals, and also on: text and character analysis, human interaction, and sentiment analysis.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030134693

International Standard Book Number

9783030134686

International Standard Book Number

9783030134709

Parallel Title

CIARP 2018

Computer vision, Congresses.

Image processing-- Digital techniques, Congresses.

Optical pattern recognition, Congresses.

Pattern recognition systems, Congresses.

Computer vision.

Image processing-- Digital techniques.

Optical pattern recognition.

Pattern recognition systems.

COM016000

UYQP

UYQP

Number

Edition

Class number

Fierrez, Julian

Morales, Aythami

Vera-Rodriguez, Ruben

Iberoamerican Congress on Pattern Recognition(23rd :2018 :, Madrid, Spain)

Date of Transaction

20200823083252.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y