André R. Backes

According to our database, André R. Backes authored at least 100 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automatic segmentation of leukocytes images using deep learning.

André Ricardo Backes

Signal Image Video Process., July, 2024

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

André Ricardo Backes, Mostafa Khojastehnazhand

Signal Image Video Process., April, 2024

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

Jocival Dantas Dias Junior, João Batista Ribeiro, André Ricardo Backes

Signal Image Video Process., February, 2024

ELMP-Net: The successive application of a randomized local transform for texture classification.

João Batista Florindo, André R. Backes, Acacio Neckel

Pattern Recognit., 2024

Productivity profile of CNPq scholarship researchers in computer science from 2017 to 2021.

Marcelo Keese Albertini, André Ricardo Backes

CoRR, 2024

Machine learning for hospital readmission prediction in pediatric population.

Nayara Cristina da Silva, Marcelo Keese Albertini, André Ricardo Backes, Geórgia das Graças Pena

Comput. Methods Programs Biomed., 2024

Colorectal Image Classification Using Randomized Neural Network Descriptors.

Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Evaluating Multiple Combinations of Models and Encoders to Segment Clouds in Satellite Images.

Jocsan Ribeiro da Luz Ferreira, Leandro Henrique Furtado Pinto Silva, Maurício Cunha Escarpinati, André Ricardo Backes, João Fernando Mari

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Optimization and Learning Rate Influence on Breast Cancer Image Classification.

Gleidson Vinicius Gomes Barbosa, Larissa Ferreira Rodrigues Moreira, Pedro Moises de Sousa, Rodrigo Moreira, André Ricardo Backes

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Iranian Wheat Varieties Classification by Using a Fusion of Texture Features.

André Ricardo Backes, Mostafa Khojastehnazhand

Proceedings of the 32nd European Signal Processing Conference, 2024

Texture Classification Using Features from Multi-level Local Binary Patterns.

André Ricardo Backes

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Validation of the Hospital Score as Predictor of 30-Day Potentially Avoidable Readmissions in a Brazilian Population: Retrospective Cohort Study.

Nayara Cristina da Silva, Marcelo Keese Albertini, André Ricardo Backes, Geórgia das Graças Pena

J. Circuits Syst. Comput., June, 2023

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

Matheus Vieira da Silva, Leandro H. F. P. Silva, Jocival Dantas Dias Junior, Maurício Cunha Escarpinati, André Ricardo Backes, João Fernando Mari

Comput. Electron. Agric., March, 2023

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

Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Bruno Augusto Nassif Travençolo, André Ricardo Backes

Appl. Soft Comput., February, 2023

Multichannel Analysis in Weed Detection.

Hericles Felipe Ferraz, Jocival Dantas Dias Junior, André Ricardo Backes, Daniel Duarte Abdala, Maurício Cunha Escarpinati

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

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

Laura G. M. Arakaki, Leandro H. F. P. Silva, Matheus Vieira da Silva, Bruno M. Melo, André R. Backes, Maurício C. Escarpinati, João Fernando Mari

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Prediction of readmissions in hospitalized children and adolescents by machine learning.

Nayara Cristina da Silva, Marcelo Keese Albertini, André Ricardo Backes, Geórgia das Graças Pena

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

2022

Automated assessment of water holding capacity in digital images.

Renan Gomes de Andrade, Mariah Castro Durval, Isaura Maria Ferreira, Robson Carlos Antunes, André Ricardo Backes

Signal Image Video Process., 2022

Optimizing a Deep Residual Neural Network with Genetic Algorithm for Acute Lymphoblastic Leukemia Classification.

Larissa Ferreira Rodrigues, André Ricardo Backes, Bruno Augusto Nassif Travençolo, Gina Maira Barbosa de Oliveira

J. Digit. Imaging, 2022

Non-Linear co-registration in UAVs' images using deep learning.

Leandro Henrique Furtado Pinto Silva, Jocival Dantas Dias Junior, João Fernando Mari, Maurício Cunha Escarpinati, André Ricardo Backes

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

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

André Ricardo Backes

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

2021

Sugarcane crop line detection from UAV images using genetic algorithm and Radon transform.

Renato Rodrigues da Silva, Maurício Cunha Escarpinati, André Ricardo Backes

Signal Image Video Process., 2021

Automatic Segmentation of Bone Canals in Histological Images.

Pedro Henrique Campos Cunha Gondim, Pedro Henrique Justino Oliveira Limirio, Flaviana Soares Rocha, Jonas Dantas Batista, Paula Dechichi, Bruno Augusto Nassif Travençolo, André Ricardo Backes

J. Digit. Imaging, 2021

EDT Method for Multiple Labelled Objects Subject to Tied Distances.

André Luiz Marasca, André R. Backes, Fábio Favarim, Marcelo Teixeira, Dalcimar Casanova

Int. J. Autom. Comput., 2021

Wild boar recognition using convolutional neural networks.

Luís Carlos Silva Júnior, Maricéia B. S. Pàdua, Leonardo M. Ogusuku, Marcelo Keese Albertini, Renato Pimentel, André R. Backes

Concurr. Comput. Pract. Exp., 2021

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

Leandro H. F. P. Silva, Jocival D. Dias Jr, Jean Fabrício Batista Santos, João F. Mari, Maurício C. Escarpinati, André R. Backes

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Segmentation of Agricultural Images using Vegetation Indices.

Jean Fabrício Batista Santos, Jocival Dantas Dias Junior, André Ricardo Backes, Maurício Cunha Escarpinati

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Unsupervised Segmentation of Leukocytes Images using Particle Swarm.

Jocival Dantas Dias Junior, André R. Backes

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

2020

Texture classification using deterministic walk and the influence of the neighbor set.

André Ricardo Backes

Signal Image Video Process., 2020

Application of U-Net and Auto-Encoder to the Road/Non-road Classification of Aerial Imagery in Urban Environments.

Amanda Spolti, Vitor Campanholo Guizilini, Caio C. T. Mendes, Matheus D. Croce, André R. de Geus, Henrique Candido de Oliveira, André R. Backes, Jefferson R. Souza

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Assessing the Adequability of FFT-based Methods on Registration of UAV-Multispectral Images.

Jocival Dantas Dias Junior, André Ricardo Backes, Maurício Cunha Escarpinati, Leandro Henrique Furtado Pinto Silva, Breno Corrêa Silva Costa, Marcelo Henrique Freitas Avelar

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Variability Evaluation of CNNs using Cross-validation on Viruses Images.

André R. de Geus, André R. Backes, Jefferson R. Souza

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Wild boar Classification by Using a Fusion of Texture Analysis Methods.

Luís C. S. Júnior, Maricéia B. S. Pàdua, Leonardo M. Ogusuku, Marcelo Keese Albertini, Renato Pimentel, André R. Backes

Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

UAV-Multispectral Sensed Data Band Co-Registration Framework.

Jocival Dantas Dias Junior, André R. Backes, Maurício Cunha Escarpinati, Leandro Henrique Furtado Pinto Silva, Breno Corrêa Silva Costa, Marcelo Henrique Freitas Avelar

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Shape Classification Using Randomized Neural Network Descriptors Extracted from the Fourier Spectrum.

Jarbas Joaci de Mesquita Sá Junior, André R. Backes, Odemir M. Bruno

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Virus Classification by Using a Fusion of Texture Analysis Methods.

André R. Backes, Jarbas Joaci de Mesquita Sá Junior

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Image Enhancement Applied to Water Holding Capacity Images.

Renan Gomes de Andrade, Mariah Castro Durval, Isaura Maria Ferreira, Robson Carlos Antunes, André R. Backes

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

2019

Randomized neural network based signature for color texture classification.

Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno

Multidimens. Syst. Signal Process., 2019

Detection of Control Points for UAV-Multispectral Sensed Data Registration through the Combining of Feature Descriptors.

Jocival Dantas Dias Junior, André Ricardo Backes, Maurício Cunha Escarpinati

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

2018

Randomized neural network based descriptors for shape classification.

Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno

Neurocomputing, 2018

Characterizing 3D Shapes: A Complex Network-based Approach.

Gabriel Eduardo da Silva, André Ricardo Backes

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Texture Classification Using Fractal Dimension Improved by Local Binary Patterns.

André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior

Proceedings of the 26th European Signal Processing Conference, 2018

Lacunarity as a Tool for Analyzing Satellite Images of Urban Areas.

Augusto Victor Martins Gomides, Lucas Josino de Paula Goncalves, Lucas Ricciopo Silva, André Ricardo Backes

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

Texture characterization via deterministic walks' direction histogram applied to a complex network-based image transformation.

Leandro N. Couto, André R. Backes, Célia A. Zorzo Barcelos

Pattern Recognit. Lett., 2017

Upper and lower volumetric fractal descriptors for texture classification.

André Ricardo Backes

Pattern Recognit. Lett., 2017

Visualization of Clusters in an Educational Data Set Based on Convex-Hull Shape Preservation Algorithm.

Marcelo Keese Albertini, André Ricardo Backes

Int. J. Pattern Recognit. Artif. Intell., 2017

LBP maps for improving fractal based texture classification.

André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior

Neurocomputing, 2017

Plant species identification using shortest paths in graphs applied to color images of palisade parenchyma.

Jarbas Joaci de Mesquita Sá Junior, Paulo César Cortez, Rosana Marta Kolb, André Ricardo Backes

Ecol. Informatics, 2017

Pap-smear Image Classification Using Randomized Neural Network Based Signature.

Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Randomized Neural Network Based Signature for Classification of Titanium Alloy Microstructures.

Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Texture Classification of Phases of Ti-6Al-4V Titanium Alloy Using Fractal Descriptors.

André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

ELM based signature for texture classification.

Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes

Pattern Recognit., 2016

Fibrous Dysplasia Characterization Using Lacunarity Analysis.

Mirna S. Cordeiro, André R. Backes, Antônio F. Durighetto Júnior, Elmar H. G. Gonçalves, Jefferson X. de Oliveira

J. Digit. Imaging, 2016

2015

Shape classification using line segment statistics.

Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes

Inf. Sci., 2015

Texture characterization via improved deterministic walks on image-generated complex network.

Leandro N. Couto, Thiago Pirola Ribeiro, André R. Backes, Célia A. Zorzo Barcelos

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A Gravitational Model for Grayscale Texture Classification Applied to the pap-smear Database.

Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

A Gravitational Model for Plant Classification Using Adaxial Epidermis Texture.

André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior, Rosana Marta Kolb

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Texture Characterization via Automatic Threshold Selection on Image-Generated Complex Network.

Thiago Pirola Ribeiro, Leandro N. Couto, André R. Backes, Célia A. Zorzo Barcelos

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Bregman Divergence Applied to Hierarchical Segmentation Problems.

Daniela Portes L. Ferreira, André R. Backes, Célia A. Zorzo Barcelos

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Color Fractal Descriptors for Adaxial Epidermis Texture Classification.

André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior, Rosana Marta Kolb

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014

Color Texture Classification Using Shortest Paths in Graphs.

Jarbas Joaci de Mesquita Sá Junior, Paulo César Cortez, André Ricardo Backes

IEEE Trans. Image Process., 2014

A color texture analysis method based on a gravitational approach for classification of the pap-smear database.

Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Texture analysis and classification using shortest paths in graphs.

Jarbas J. de Mesquita Sá Junior, André Ricardo Backes, Paulo César Cortez

Pattern Recognit. Lett., 2013

A new approach to estimate lacunarity of texture images.

André Ricardo Backes

Pattern Recognit. Lett., 2013

Color texture classification based on gravitational collapse.

Jarbas J. de Mesquita Sá Junior, André Ricardo Backes, Paulo César Cortez

Pattern Recognit., 2013

A Simplified Gravitational Model for Texture Analysis.

Jarbas J. de Mesquita Sá Junior, André Ricardo Backes, Paulo César Cortez

J. Math. Imaging Vis., 2013

Texture analysis and classification: A complex network-based approach.

André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno

Inf. Sci., 2013

Polygonal approximation of digital planar curves through vertex betweenness.

André Ricardo Backes, Odemir Martinez Bruno

Inf. Sci., 2013

Contour polygonal approximation using shortest path in networks.

André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno

CoRR, 2013

Texture analysis using volume-radius fractal dimension.

André Ricardo Backes, Odemir M. Bruno

Appl. Math. Comput., 2013

Gravitational Based Texture Roughness for Plant Leaf Identification.

Jarbas J. de M. Sá Junior, André Ricardo Backes, Paulo César Cortez

Proceedings of the Computer Analysis of Images and Patterns, 2013

Plant Leaf Classification Using Color on a Gravitational Approach.

Jarbas J. de M. Sá Junior, André Ricardo Backes, Paulo César Cortez

Proceedings of the Computer Analysis of Images and Patterns, 2013

2012

A comparative study on multiscale fractal dimension descriptors.

João Batista Florindo, André Ricardo Backes, Mário de Castro, Odemir Martinez Bruno

Pattern Recognit. Lett., 2012

A simplified gravitational model to analyze texture roughness.

Jarbas J. de M. Sá Junior, André Ricardo Backes

Pattern Recognit., 2012

Color texture analysis based on fractal descriptors.

André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno

Pattern Recognit., 2012

Texture descriptor based on partially self-avoiding deterministic walker on networks.

Wesley Nunes Gonçalves, André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno

Expert Syst. Appl., 2012

Fractal and Multi-Scale Fractal Dimension analysis: a comparative study of Bouligand-Minkowski method

André Ricardo Backes, Odemir Martinez Bruno

CoRR, 2012

Shape analysis using fractal dimension: a curvature based approach

André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno

CoRR, 2012

2011

Texture analysis using graphs generated by deterministic partially self-avoiding walks.

André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno

Pattern Recognit., 2011

A Simplified Gravitational Model for Texture Analysis.

Jarbas J. de M. Sá Junior, André Ricardo Backes

Proceedings of the Computer Analysis of Images and Patterns, 2011

2010

Study of methods of image complexity analysis.

André Ricardo Backes

PhD thesis, 2010

Texture analysis based on maximum contrast walker.

André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno

Pattern Recognit. Lett., 2010

Shape classification using complex network and Multi-scale Fractal Dimension.

André Ricardo Backes, Odemir Martinez Bruno

Pattern Recognit. Lett., 2010

Texture analysis and classification using deterministic tourist walk.

André Ricardo Backes, Wesley Nunes Gonçalves, Alexandre Souto Martinez, Odemir Martinez Bruno

Pattern Recognit., 2010

Medical image retrieval based on complexity analysis.

André Ricardo Backes, Odemir Martinez Bruno

Mach. Vis. Appl., 2010

Leaves Shape Classification Using Curvature and Fractal Dimension.

João Batista Florindo, André Ricardo Backes, Odemir Martinez Bruno

Proceedings of the Image and Signal Processing, 4th International Conference, 2010

Plant Leaf Identification Using Color and Multi-scale Fractal Dimension.

André Ricardo Backes, Odemir Martinez Bruno

Proceedings of the Image and Signal Processing, 4th International Conference, 2010

Shape Skeleton Classification Using Graph and Multi-scale Fractal Dimension.

André Ricardo Backes, Odemir Martinez Bruno

Proceedings of the Image and Signal Processing, 4th International Conference, 2010

Color Texture Analysis and Classification: An Agent Approach Based on Partially Self-avoiding Deterministic Walks.

André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

Characterizing 3D Shapes Using Fractal Dimension.

André Ricardo Backes, Danilo Medeiros Eler, Rosane Minghim, Odemir Martinez Bruno

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

A Complex Network-Based Approach for Texture Analysis.

André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009

A complex network-based approach for boundary shape analysis.

André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno

Pattern Recognit., 2009

Plant Leaf Identification Based on Volumetric Fractal Dimension.

André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno

Int. J. Pattern Recognit. Artif. Intell., 2009

A Graph-Based Approach for Shape Skeleton Analysis.

André Ricardo Backes, Odemir Martinez Bruno

Proceedings of the Image Analysis and Processing, 2009

Plant Leaf Identification Using Multi-scale Fractal Dimension.

André Ricardo Backes, Odemir Martinez Bruno

Proceedings of the Image Analysis and Processing, 2009

Plant Species Identification Using Multi-scale Fractal Dimension Applied to Images of Adaxial Surface Epidermis.

André Ricardo Backes, Jarbas J. de M. Sá Junior, Rosana Marta Kolb, Odemir Martinez Bruno

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

A Novel Approach to Estimate Fractal Dimension from Closed Curves.

André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008

A New Approach to Estimate Fractal Dimension of Texture Images.

André Ricardo Backes, Odemir Martinez Bruno

Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

2007

Análise da Complexidade de Texturas em Imagens Urbanas Utilizando Dimensão Fractal.

André Ricardo Backes, Adriana B. Bruno, Mauro N. Barros Filho, Odemir Martinez Bruno

Proceedings of the IX Brazilian Symposium on Geoinformatics, 2007

2006

Deterministic Tourist Walks as an Image Analysis Methodology Based.

André Ricardo Backes, Odemir Martinez Bruno, Mônica G. Campiteli, Alexandre Souto Martinez

Proceedings of the Progress in Pattern Recognition, 2006