André Ricardo Backes

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 41

Top Venues

Signal Image Video Process.

VISIGRAPP (4: VISAPP)

CIARP

VISIGRAPP (3): VISAPP

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes
Colorectal Image Classification Using Randomized Neural Network Descriptors. VISIGRAPP (3): VISAPP (2024)
Jocival Dantas Dias Junior, João Batista Ribeiro, André Ricardo Backes
Assessing the impact of JPEG compression on the semantic segmentation of agricultural images. Signal Image Video Process. 18 (1) (2024)
Nayara Cristina da Silva, Marcelo Keese Albertini, André Ricardo Backes, Geórgia das Graças Pena
Machine learning for hospital readmission prediction in pediatric population. Comput. Methods Programs Biomed. 244 (2024)
Marcelo Keese Albertini, André Ricardo Backes
Productivity profile of CNPq scholarship researchers in computer science from 2017 to 2021. CoRR (2024)
André Ricardo Backes, Mostafa Khojastehnazhand
Optimizing a combination of texture features with partial swarm optimizer method for bulk raisin classification. Signal Image Video Process. 18 (3) (2024)
André Ricardo Backes
Automatic segmentation of leukocytes images using deep learning. Signal Image Video Process. 18 (5) (2024)
Gleidson Vinicius Gomes Barbosa, Larissa Ferreira Rodrigues Moreira, Pedro Moises de Sousa, Rodrigo Moreira, André Ricardo Backes
Optimization and Learning Rate Influence on Breast Cancer Image Classification. VISIGRAPP (3): VISAPP (2024)
Jocsan Ribeiro da Luz Ferreira, Leandro Henrique Furtado Pinto Silva, Maurício Cunha Escarpinati, André Ricardo Backes, João Fernando Mari
Evaluating Multiple Combinations of Models and Encoders to Segment Clouds in Satellite Images. VISIGRAPP (3): VISAPP (2024)
Larissa Ferreira Rodrigues Moreira, Rodrigo Moreira, Bruno Augusto Nassif Travençolo, André Ricardo Backes
An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis. Appl. Soft Comput. 134 (2023)
Hericles Felipe Ferraz, Jocival Dantas Dias Junior, André Ricardo Backes, Daniel Duarte Abdala, Maurício Cunha Escarpinati
Multichannel Analysis in Weed Detection. VISIGRAPP (4: VISAPP) (2023)
Nayara Cristina da Silva, Marcelo Keese Albertini, André Ricardo Backes, Geórgia das Graças Pena
Validation of the Hospital Score as Predictor of 30-Day Potentially Avoidable Readmissions in a Brazilian Population: Retrospective Cohort Study. J. Circuits Syst. Comput. 32 (9) (2023)
Nayara Cristina da Silva, Marcelo Keese Albertini, André Ricardo Backes, Geórgia das Graças Pena
Prediction of readmissions in hospitalized children and adolescents by machine learning. SAC (2023)
Matheus Vieira da Silva, Leandro H. F. P. Silva, Jocival Dantas Dias Junior, Maurício Cunha Escarpinati, André Ricardo Backes, João Fernando Mari
Generating synthetic multispectral images using neural style transfer: A study with application in channel alignment. Comput. Electron. Agric. 206 (2023)
Renan Gomes de Andrade, Mariah Castro Durval, Isaura Maria Ferreira, Robson Carlos Antunes, André Ricardo Backes
Automated assessment of water holding capacity in digital images. Signal Image Video Process. 16 (2) (2022)
Leandro Henrique Furtado Pinto Silva, Jocival Dantas Dias Junior, João Fernando Mari, Maurício Cunha Escarpinati, André Ricardo Backes
Non-Linear co-registration in UAVs' images using deep learning. SIBGRAPI (2022)
André Ricardo Backes
Pap-smear image classification by using a fusion of texture features. SIBGRAPI (2022)
Larissa Ferreira Rodrigues, André Ricardo Backes, Bruno Augusto Nassif Travençolo, Gina Maira Barbosa de Oliveira
Optimizing a Deep Residual Neural Network with Genetic Algorithm for Acute Lymphoblastic Leukemia Classification. J. Digit. Imaging 35 (3) (2022)
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
Automatic Segmentation of Bone Canals in Histological Images. J. Digit. Imaging 34 (3) (2021)
Renato Rodrigues da Silva, Maurício Cunha Escarpinati, André Ricardo Backes
Sugarcane crop line detection from UAV images using genetic algorithm and Radon transform. Signal Image Video Process. 15 (8) (2021)
Jean Fabrício Batista Santos, Jocival Dantas Dias Junior, André Ricardo Backes, Maurício Cunha Escarpinati
Segmentation of Agricultural Images using Vegetation Indices. VISIGRAPP (4: VISAPP) (2021)
André Ricardo Backes
Texture classification using deterministic walk and the influence of the neighbor set. Signal Image Video Process. 14 (8) (2020)
Jocival Dantas Dias Junior, André Ricardo Backes, Maurício Cunha Escarpinati, Leandro Henrique Furtado Pinto Silva, Breno Corrêa Silva Costa, Marcelo Henrique Freitas Avelar
Assessing the Adequability of FFT-based Methods on Registration of UAV-Multispectral Images. VISIGRAPP (4: VISAPP) (2020)
Jocival Dantas Dias Junior, André Ricardo Backes, Maurício Cunha Escarpinati
Detection of Control Points for UAV-Multispectral Sensed Data Registration through the Combining of Feature Descriptors. VISIGRAPP (4: VISAPP) (2019)
Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno
Randomized neural network based signature for color texture classification. Multidimens. Syst. Signal Process. 30 (3) (2019)
Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno
Randomized neural network based descriptors for shape classification. Neurocomputing 312 (2018)
Gabriel Eduardo da Silva, André Ricardo Backes
Characterizing 3D Shapes: A Complex Network-Based Approach. EUSIPCO (2018)
André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior
Texture Classification Using Fractal Dimension Improved by Local Binary Patterns. EUSIPCO (2018)
Gabriel Eduardo da Silva, André Ricardo Backes
Characterizing 3D Shapes: A Complex Network-based Approach. VISIGRAPP (4: VISAPP) (2018)
Augusto Victor Martins Gomides, Lucas Josino de Paula Goncalves, Lucas Ricciopo Silva, André Ricardo Backes
Lacunarity as a Tool for Analyzing Satellite Images of Urban Areas. BRACIS (2018)
Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno
Randomized Neural Network Based Signature for Classification of Titanium Alloy Microstructures. CIARP (2017)
Marcelo Keese Albertini, André Ricardo Backes
Visualization of Clusters in an Educational Data Set Based on Convex-Hull Shape Preservation Algorithm. Int. J. Pattern Recognit. Artif. Intell. 31 (2) (2017)
Jarbas Joaci de Mesquita Sá Junior, Paulo César Cortez, Rosana Marta Kolb, André Ricardo Backes
Plant species identification using shortest paths in graphs applied to color images of palisade parenchyma. Ecol. Informatics 39 (2017)
André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior
LBP maps for improving fractal based texture classification. Neurocomputing 266 (2017)
André Ricardo Backes
Upper and lower volumetric fractal descriptors for texture classification. Pattern Recognit. Lett. 92 (2017)
Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno
Pap-smear Image Classification Using Randomized Neural Network Based Signature. CIARP (2017)
André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior
Texture Classification of Phases of Ti-6Al-4V Titanium Alloy Using Fractal Descriptors. CIARP (2017)
Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes
ELM based signature for texture classification. Pattern Recognit. 51 (2016)
Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes
A Gravitational Model for Grayscale Texture Classification Applied to the pap-smear Database. ICIAP (2) (2015)
André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior, Rosana Marta Kolb
Color Fractal Descriptors for Adaxial Epidermis Texture Classification. CIARP (2015)
André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior, Rosana Marta Kolb
A Gravitational Model for Plant Classification Using Adaxial Epidermis Texture. ICIAP (2) (2015)
Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes
Shape classification using line segment statistics. Inf. Sci. 305 (2015)
Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes
A color texture analysis method based on a gravitational approach for classification of the pap-smear database. ICIP (2014)
Jarbas Joaci de Mesquita Sá Junior, Paulo César Cortez, André Ricardo Backes
Color Texture Classification Using Shortest Paths in Graphs. IEEE Trans. Image Process. 23 (9) (2014)
André Ricardo Backes, Odemir M. Bruno
Texture analysis using volume-radius fractal dimension. CoRR (2014)
André Ricardo Backes, Odemir M. Bruno
Texture analysis using volume-radius fractal dimension. Appl. Math. Comput. 219 (11) (2013)
Jarbas J. de Mesquita Sá Junior, André Ricardo Backes, Paulo César Cortez
Color texture classification based on gravitational collapse. Pattern Recognit. 46 (6) (2013)
Jarbas J. de M. Sá Junior, André Ricardo Backes, Paulo César Cortez
Plant Leaf Classification Using Color on a Gravitational Approach. CAIP (2) (2013)
Jarbas J. de M. Sá Junior, André Ricardo Backes, Paulo César Cortez
Gravitational Based Texture Roughness for Plant Leaf Identification. CAIP (2) (2013)
André Ricardo Backes
A new approach to estimate lacunarity of texture images. Pattern Recognit. Lett. 34 (13) (2013)
André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno
Texture analysis and classification: A complex network-based approach. Inf. Sci. 219 (2013)
André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno
Contour polygonal approximation using shortest path in networks. CoRR (2013)
André Ricardo Backes, Odemir Martinez Bruno
Polygonal approximation of digital planar curves through vertex betweenness. Inf. Sci. 222 (2013)
Jarbas J. de Mesquita Sá Junior, André Ricardo Backes, Paulo César Cortez
Texture analysis and classification using shortest paths in graphs. Pattern Recognit. Lett. 34 (11) (2013)
Jarbas J. de Mesquita Sá Junior, André Ricardo Backes, Paulo César Cortez
A Simplified Gravitational Model for Texture Analysis. J. Math. Imaging Vis. 47 (1-2) (2013)
Jarbas J. de M. Sá Junior, André Ricardo Backes
A simplified gravitational model to analyze texture roughness. Pattern Recognit. 45 (2) (2012)
André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno
Color texture analysis based on fractal descriptors. Pattern Recognit. 45 (5) (2012)
João Batista Florindo, André Ricardo Backes, Mário de Castro, Odemir Martinez Bruno
A comparative study on multiscale fractal dimension descriptors. Pattern Recognit. Lett. 33 (6) (2012)
Wesley Nunes Gonçalves, André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno
Texture descriptor based on partially self-avoiding deterministic walker on networks. Expert Syst. Appl. 39 (15) (2012)
André Ricardo Backes, Odemir Martinez Bruno
Fractal and Multi-Scale Fractal Dimension analysis: a comparative study of Bouligand-Minkowski method CoRR (2012)
André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno
Shape analysis using fractal dimension: a curvature based approach CoRR (2012)
André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno
Texture analysis using graphs generated by deterministic partially self-avoiding walks. Pattern Recognit. 44 (8) (2011)
Jarbas J. de M. Sá Junior, André Ricardo Backes
A Simplified Gravitational Model for Texture Analysis. CAIP (1) (2011)
André Ricardo Backes, Wesley Nunes Gonçalves, Alexandre Souto Martinez, Odemir Martinez Bruno
Texture analysis and classification using deterministic tourist walk. Pattern Recognit. 43 (3) (2010)
André Ricardo Backes, Danilo Medeiros Eler, Rosane Minghim, Odemir Martinez Bruno
Characterizing 3D Shapes Using Fractal Dimension. CIARP (2010)
André Ricardo Backes, Odemir Martinez Bruno
Medical image retrieval based on complexity analysis. Mach. Vis. Appl. 21 (3) (2010)
André Ricardo Backes, Odemir Martinez Bruno
Plant Leaf Identification Using Color and Multi-scale Fractal Dimension. ICISP (2010)
André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno
A Complex Network-Based Approach for Texture Analysis. CIARP (2010)
André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno
Texture analysis based on maximum contrast walker. Pattern Recognit. Lett. 31 (12) (2010)
André Ricardo Backes, Odemir Martinez Bruno
Shape Skeleton Classification Using Graph and Multi-scale Fractal Dimension. ICISP (2010)
André Ricardo Backes, Odemir Martinez Bruno
Shape classification using complex network and Multi-scale Fractal Dimension. Pattern Recognit. Lett. 31 (1) (2010)
André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno
Color Texture Analysis and Classification: An Agent Approach Based on Partially Self-avoiding Deterministic Walks. CIARP (2010)
João Batista Florindo, André Ricardo Backes, Odemir Martinez Bruno
Leaves Shape Classification Using Curvature and Fractal Dimension. ICISP (2010)
André Ricardo Backes, Odemir Martinez Bruno
A Graph-Based Approach for Shape Skeleton Analysis. ICIAP (2009)
André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno
Plant Leaf Identification Based on Volumetric Fractal Dimension. Int. J. Pattern Recognit. Artif. Intell. 23 (6) (2009)
André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno
A complex network-based approach for boundary shape analysis. Pattern Recognit. 42 (1) (2009)
André Ricardo Backes, Jarbas J. de M. Sá Junior, Rosana Marta Kolb, Odemir Martinez Bruno
Plant Species Identification Using Multi-scale Fractal Dimension Applied to Images of Adaxial Surface Epidermis. CAIP (2009)
André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno
A Novel Approach to Estimate Fractal Dimension from Closed Curves. CAIP (2009)
André Ricardo Backes, Odemir Martinez Bruno
Plant Leaf Identification Using Multi-scale Fractal Dimension. ICIAP (2009)
André Ricardo Backes, Odemir Martinez Bruno
A New Approach to Estimate Fractal Dimension of Texture Images. ICISP (2008)
André Ricardo Backes, Adriana B. Bruno, Mauro N. Barros Filho, Odemir Martinez Bruno
Análise da Complexidade de Texturas em Imagens Urbanas Utilizando Dimensão Fractal. GeoInfo (2007)
André Ricardo Backes, Odemir Martinez Bruno, Mônica G. Campiteli, Alexandre Souto Martinez
Deterministic Tourist Walks as an Image Analysis Methodology Based. CIARP (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

André Ricardo Backes