André Backes

André Backes

Universidade Federal de Uberlândia

H-index: 24

Latin America-Brazil

About André Backes

André Backes, With an exceptional h-index of 24 and a recent h-index of 16 (since 2020), a distinguished researcher at Universidade Federal de Uberlândia, specializes in the field of Computer vision, Image analysis and processing, Pattern recognition, Biological applications, remote sensing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Assessing the impact of JPEG compression on the semantic segmentation of agricultural images

Optimizing a combination of texture features with partial swarm optimizer method for bulk raisin classification

Automatic segmentation of leukocytes images using deep learning

Machine learning for hospital readmission prediction in pediatric population

Prediction of readmissions in hospitalized children and adolescents by machine learning

Generating synthetic multispectral images using neural style transfer: A study with application in channel alignment

SCIENTIFIC PRODUCTION ASSESSMENT IN A COMPUTER SCIENCE DEPARTMENT: A CASE STUDY

An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis

André Backes Information

University

Position

Professor of Computer Science Faculdade de Computação -

Citations(all)

2372

Citations(since 2020)

1007

Cited By

1802

hIndex(all)

24

hIndex(since 2020)

16

i10Index(all)

47

i10Index(since 2020)

28

Email

University Profile Page

Universidade Federal de Uberlândia

Google Scholar

View Google Scholar Profile

André Backes Skills & Research Interests

Computer vision

Image analysis and processing

Pattern recognition

Biological applications

remote sensing

Top articles of André Backes

Title

Journal

Author(s)

Publication Date

Assessing the impact of JPEG compression on the semantic segmentation of agricultural images

Signal, Image and Video Processing

Jocival Dantas Dias Júnior

João Batista Ribeiro

André Ricardo Backes

2024/2

Optimizing a combination of texture features with partial swarm optimizer method for bulk raisin classification

Signal, Image and Video Processing

André Ricardo Backes

Mostafa Khojastehnazhand

2024/1/4

Automatic segmentation of leukocytes images using deep learning

Signal, Image and Video Processing

André Ricardo Backes

2024/3/4

Machine learning for hospital readmission prediction in pediatric population

Computer Methods and Programs in Biomedicine

Nayara Cristina da Silva

Marcelo Keese Albertini

André Ricardo Backes

Geórgia das Graças Pena

2024/2/1

Prediction of readmissions in hospitalized children and adolescents by machine learning

Nayara Cristina Da Silva

Marcelo Keese Albertini

Andre Ricardo Backes

Georgia das Graças Pena

2023/3/27

Generating synthetic multispectral images using neural style transfer: A study with application in channel alignment

Computers and Electronics in Agriculture

Matheus Vieira da Silva

Leandro HFP Silva

Jocival Dantas Dias Junior

Mauricio Cunha Escarpinati

André Ricardo Backes

...

2023/3/1

SCIENTIFIC PRODUCTION ASSESSMENT IN A COMPUTER SCIENCE DEPARTMENT: A CASE STUDY

Perspectivas em Ciência da Informação

André Ricardo Backes

2023/12/22

An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis

Applied Soft Computing

Larissa Ferreira Rodrigues Moreira

Rodrigo Moreira

Bruno Augusto Nassif Travençolo

André Ricardo Backes

2023/2/1

Measuring water holding capacity in pork meat images using deep learning

Meat Science

Vinicius Clemente de Sousa Reis

Isaura Maria Ferreira

Mariah Castro Durval

Robson Carlos Antunes

Andre Ricardo Backes

2023/6/1

Evaluation of U-Net Backbones for Cloud Segmentation in Satellite Images.

Laura GM Arakaki

Leandro HFP Silva

Matheus Vieira da Silva

Bruno M Melo

André R Backes

...

2023

Automated detection of sugarcane crop lines from UAV images using deep learning

Information Processing in Agriculture

João Batista Ribeiro

Renato Rodrigues da Silva

Jocival Dantas Dias

Mauricio Cunha Escarpinati

André Ricardo Backes

2023/4/25

Validation of the HOSPITAL score as predictor of 30-day potentially avoidable readmissions in pediatric hospitalized population: retrospective cohort study

European Journal of Pediatrics

Nayara Cristina da Silva

Marcelo Keese Albertini

André Ricardo Backes

Geórgia das Graças Pena

2023/4

Automated assessment of water holding capacity in digital images

Signal, Image and Video Processing

Renan Gomes de Andrade

Mariah Castro Durval

Isaura Maria Ferreira

Robson Carlos Antunes

André Ricardo Backes

2022/3

Pap-smear image classification by using a fusion of texture features

André Ricardo Backes

2022/10/24

A new index for quantifying the ornamentational complexity of animals with shells

Ecology and Evolution

Luyi Miao

Xu Dai

Hanchen Song

André Ricardo Backes

Haijun Song

2022/8

A general grass growth model for urban green spaces management in tropical regions: A case study with bahiagrass in southeastern Brazil

Urban Forestry & Urban Greening

Elton Vicente Escobar-Silva

Vandoir Bourscheidt

Craig ST Daughtry

Jim R Kiniry

André R Backes

...

2022/7/1

Optimizing a deep residual neural network with genetic algorithm for acute lymphoblastic leukemia classification

Journal of Digital Imaging

Larissa Ferreira Rodrigues

André Ricardo Backes

Bruno Augusto Nassif Travençolo

Gina Maira Barbosa de Oliveira

2022/6

A novel approach to estimated Boulingand-Minkowski fractal dimension from complex networks

Chaos, Solitons & Fractals

Luiz Alberto Pereira de Sá

Kallil MC Zielinski

Érick Oliveira Rodrigues

André R Backes

João B Florindo

...

2022/4/1

Non-linear co-registration in UAVs’ images using deep learning

Leandro Henrique Furtado Pinto Silva

Jocival Dantas Dias Jünior

João Fernando Mari

Mauricio Cunha Escarpinati

André Ricardo Backes

2022/10/24

Non-linear Distortion Recognition in UAVs' Images using Deep Learning.

Leandro HFP Silva

Jocival D Dias Jr

Jean Fabrício Batista Santos

Joao F Mari

Maurício C Escarpinati

...

2021

See List of Professors in André Backes University(Universidade Federal de Uberlândia)