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André Ricardo Backes
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2020 – today
- 2024
[j44]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: 107980 (2024)- [j43]João Batista Florindo, André R. Backes, Acacio Neckel:
ELMP-Net: The successive application of a randomized local transform for texture classification. Pattern Recognit. 153: 110499 (2024) - [j42]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): 9-15 (2024) - [j41]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): 2621-2628 (2024) - [j40]André Ricardo Backes:
Automatic segmentation of leukocytes images using deep learning. Signal Image Video Process. 18(5): 4259-4266 (2024) - [c52]André Ricardo Backes:
Texture Classification Using Features from Multi-level Local Binary Patterns. EUSIPCO 2024: 466-470 - [c51]André Ricardo Backes, Mostafa Khojastehnazhand:
Iranian Wheat Varieties Classification by Using a Fusion of Texture Features. EUSIPCO 2024: 541-545 - [c50]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: 233-241 - [c49]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: 792-799 - [c48]Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes:
Colorectal Image Classification Using Randomized Neural Network Descriptors. VISIGRAPP (3): VISAPP 2024: 800-805 - [i5]Marcelo Keese Albertini, André Ricardo Backes:
Productivity profile of CNPq scholarship researchers in computer science from 2017 to 2021. CoRR abs/2407.14690 (2024) - 2023
- [j39]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: 110014 (2023) - [j38]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: 107668 (2023) - [j37]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): 2350154:1-2350154:17 (2023) - [c47]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: 1088-1091 - [c46]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: 419-426 - [c45]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:
Evaluation of U-Net Backbones for Cloud Segmentation in Satellite Images. VISIGRAPP (4: VISAPP) 2023: 452-458 - 2022
- [j36]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): 623-637 (2022) - [j35]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): 465-472 (2022) - [c44]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: 1-6 - [c43]André Ricardo Backes:
Pap-smear image classification by using a fusion of texture features. SIBGRAPI 2022: 139-144 - 2021
- [j34]Luís Carlos Silva Júnior, Maricéia B. S. Pàdua, Leonardo M. Ogusuku, Marcelo Keese Albertini, Renato Pimentel, André R. Backes:
Wild boar recognition using convolutional neural networks. Concurr. Comput. Pract. Exp. 33(22) (2021) - [j33]André Luiz Marasca, André R. Backes, Fábio Favarim, Marcelo Teixeira, Dalcimar Casanova:
EDT Method for Multiple Labelled Objects Subject to Tied Distances. Int. J. Autom. Comput. 18(3): 468-479 (2021) - [j32]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): 678-690 (2021) - [j31]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): 1723-1730 (2021) - [c42]Jocival Dantas Dias Junior, André R. Backes:
Unsupervised Segmentation of Leukocytes Images using Particle Swarm. VISIGRAPP (4: VISAPP) 2021: 439-446 - [c41]Leandro H. F. P. Silva, Jocival D. Dias Jr, Jean Fabrício Batista Santos, João F. Mari, Maurício C. Escarpinati, André R. Backes:
Non-linear Distortion Recognition in UAVs' Images using Deep Learning. VISIGRAPP (4: VISAPP) 2021: 447-454 - [c40]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: 506-511 - 2020
- [j30]André Ricardo Backes:
Texture classification using deterministic walk and the influence of the neighbor set. Signal Image Video Process. 14(8): 1609-1616 (2020) - [c39]Renan Gomes de Andrade, Mariah Castro Durval, Isaura Maria Ferreira, Robson Carlos Antunes, André R. Backes:
Image Enhancement Applied to Water Holding Capacity Images. IWSSIP 2020: 199-204 - [c38]Jocival Dantas Dias Junior, André R. Backes, Maurício Cunha Escarpinati, Leandro Henrique Furtado Pinto Silva, Breno Corrêa Silva Costa, Marcelo Henrique Freitas Avelar:
UAV-Multispectral Sensed Data Band Co-Registration Framework. IWSSIP 2020: 223-228 - [c37]Jarbas Joaci de Mesquita Sá Junior, André R. Backes, Odemir M. Bruno:
Shape Classification Using Randomized Neural Network Descriptors Extracted from the Fourier Spectrum. IWSSIP 2020: 279-284 - [c36]André R. Backes, Jarbas Joaci de Mesquita Sá Junior:
Virus Classification by Using a Fusion of Texture Analysis Methods. IWSSIP 2020: 290-295 - [c35]Luís C. S. Júnior, Maricéia B. S. Pàdua, Leonardo M. Ogusuku, Marcelo Keese Albertini, Renato Pimentel, André R. Backes:
Wild boar Classification by Using a Fusion of Texture Analysis Methods. SIBGRAPI 2020: 301-307 - [c34]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: 437-444 - [c33]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:
Application of U-Net and Auto-Encoder to the Road/Non-road Classification of Aerial Imagery in Urban Environments. VISIGRAPP (4: VISAPP) 2020: 607-614 - [c32]André R. de Geus, André R. Backes, Jefferson R. Souza:
Variability Evaluation of CNNs using Cross-validation on Viruses Images. VISIGRAPP (4: VISAPP) 2020: 626-632
2010 – 2019
- 2019
- [j29]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): 1171-1186 (2019) - [c31]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: 444-451 - 2018
- [j28]Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno:
Randomized neural network based descriptors for shape classification. Neurocomputing 312: 201-209 (2018) - [c30]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: 307-311 - [c29]Gabriel Eduardo da Silva, André Ricardo Backes:
Characterizing 3D Shapes: A Complex Network-Based Approach. EUSIPCO 2018: 1307-1311 - [c28]André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior:
Texture Classification Using Fractal Dimension Improved by Local Binary Patterns. EUSIPCO 2018: 1312-1316 - [c27]Gabriel Eduardo da Silva, André Ricardo Backes:
Characterizing 3D Shapes: A Complex Network-based Approach. VISIGRAPP (4: VISAPP) 2018: 323-330 - 2017
- [j27]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: 119-122 (2017) - [j26]André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior:
LBP maps for improving fractal based texture classification. Neurocomputing 266: 1-7 (2017) - [j25]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): 1750004:1-1750004:17 (2017) - [j24]André Ricardo Backes:
Upper and lower volumetric fractal descriptors for texture classification. Pattern Recognit. Lett. 92: 9-16 (2017) - [j23]Leandro N. Couto, André R. Backes, Célia A. Zorzo Barcelos:
Texture characterization via deterministic walks' direction histogram applied to a complex network-based image transformation. Pattern Recognit. Lett. 97: 77-83 (2017) - [c26]André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior:
Texture Classification of Phases of Ti-6Al-4V Titanium Alloy Using Fractal Descriptors. CIARP 2017: 69-76 - [c25]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: 669-676 - [c24]Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno:
Pap-smear Image Classification Using Randomized Neural Network Based Signature. CIARP 2017: 677-684 - 2016
- [j22]Mirna S. Cordeiro, André R. Backes, Antônio F. Durighetto Júnior, Elmar H. G. Gonçalves, Jefferson X. de Oliveira:
Fibrous Dysplasia Characterization Using Lacunarity Analysis. J. Digit. Imaging 29(1): 134-140 (2016) - [j21]Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes:
ELM based signature for texture classification. Pattern Recognit. 51: 395-401 (2016) - 2015
- [j20]Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes:
Shape classification using line segment statistics. Inf. Sci. 305: 349-356 (2015) - [c23]André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior, Rosana Marta Kolb:
Color Fractal Descriptors for Adaxial Epidermis Texture Classification. CIARP 2015: 51-58 - [c22]Thiago Pirola Ribeiro, Leandro N. Couto, André R. Backes, Célia A. Zorzo Barcelos:
Texture Characterization via Automatic Threshold Selection on Image-Generated Complex Network. CIARP 2015: 468-476 - [c21]Daniela Portes L. Ferreira, André R. Backes, Célia A. Zorzo Barcelos:
Bregman Divergence Applied to Hierarchical Segmentation Problems. CIARP 2015: 493-500 - [c20]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: 89-96 - [c19]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: 332-339 - [c18]Leandro N. Couto, Thiago Pirola Ribeiro, André R. Backes, Célia A. Zorzo Barcelos:
Texture characterization via improved deterministic walks on image-generated complex network. ICIP 2015: 4416-4420 - 2014
- [j19]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): 3751-3761 (2014) - [c17]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: 2280-2284 - [i4]André Ricardo Backes, Odemir M. Bruno:
Texture analysis using volume-radius fractal dimension. CoRR abs/1412.7844 (2014) - 2013
- [j18]André Ricardo Backes, Odemir M. Bruno:
Texture analysis using volume-radius fractal dimension. Appl. Math. Comput. 219(11): 5870-5875 (2013) - [j17]André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno:
Texture analysis and classification: A complex network-based approach. Inf. Sci. 219: 168-180 (2013) - [j16]André Ricardo Backes, Odemir Martinez Bruno:
Polygonal approximation of digital planar curves through vertex betweenness. Inf. Sci. 222: 795-804 (2013) - [j15]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): 70-78 (2013) - [j14]Jarbas J. de Mesquita Sá Junior, André Ricardo Backes, Paulo César Cortez:
Color texture classification based on gravitational collapse. Pattern Recognit. 46(6): 1628-1637 (2013) - [j13]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): 1314-1319 (2013) - [j12]André Ricardo Backes:
A new approach to estimate lacunarity of texture images. Pattern Recognit. Lett. 34(13): 1455-1461 (2013) - [c16]Jarbas J. de M. Sá Junior, André Ricardo Backes, Paulo César Cortez:
Plant Leaf Classification Using Color on a Gravitational Approach. CAIP (2) 2013: 258-265 - [c15]Jarbas J. de M. Sá Junior, André Ricardo Backes, Paulo César Cortez:
Gravitational Based Texture Roughness for Plant Leaf Identification. CAIP (2) 2013: 416-423 - [i3]André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno:
Contour polygonal approximation using shortest path in networks. CoRR abs/1311.4252 (2013) - 2012
- [j11]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): 11818-11829 (2012) - [j10]Jarbas J. de M. Sá Junior, André Ricardo Backes:
A simplified gravitational model to analyze texture roughness. Pattern Recognit. 45(2): 732-741 (2012) - [j9]André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno:
Color texture analysis based on fractal descriptors. Pattern Recognit. 45(5): 1984-1992 (2012) - [j8]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): 798-806 (2012) - [i2]André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno:
Shape analysis using fractal dimension: a curvature based approach. CoRR abs/1201.3118 (2012) - [i1]André Ricardo Backes, Odemir Martinez Bruno:
Fractal and Multi-Scale Fractal Dimension analysis: a comparative study of Bouligand-Minkowski method. CoRR abs/1201.3153 (2012) - 2011
- [j7]André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno:
Texture analysis using graphs generated by deterministic partially self-avoiding walks. Pattern Recognit. 44(8): 1684-1689 (2011) - [c14]Jarbas J. de M. Sá Junior, André Ricardo Backes:
A Simplified Gravitational Model for Texture Analysis. CAIP (1) 2011: 26-33 - 2010
- [b1]André Ricardo Backes:
Study of methods of image complexity analysis. University of São Paulo, Brazil, 2010 - [j6]André Ricardo Backes, Odemir Martinez Bruno:
Medical image retrieval based on complexity analysis. Mach. Vis. Appl. 21(3): 217-227 (2010) - [j5]André Ricardo Backes, Wesley Nunes Gonçalves, Alexandre Souto Martinez, Odemir Martinez Bruno:
Texture analysis and classification using deterministic tourist walk. Pattern Recognit. 43(3): 685-694 (2010) - [j4]André Ricardo Backes, Odemir Martinez Bruno:
Shape classification using complex network and Multi-scale Fractal Dimension. Pattern Recognit. Lett. 31(1): 44-51 (2010) - [j3]André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno:
Texture analysis based on maximum contrast walker. Pattern Recognit. Lett. 31(12): 1701-1707 (2010) - [c13]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: 6-13 - [c12]André Ricardo Backes, Danilo Medeiros Eler, Rosane Minghim, Odemir Martinez Bruno:
Characterizing 3D Shapes Using Fractal Dimension. CIARP 2010: 14-21 - [c11]André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno:
A Complex Network-Based Approach for Texture Analysis. CIARP 2010: 354-361 - [c10]André Ricardo Backes, Odemir Martinez Bruno:
Shape Skeleton Classification Using Graph and Multi-scale Fractal Dimension. ICISP 2010: 448-455 - [c9]João Batista Florindo, André Ricardo Backes, Odemir Martinez Bruno:
Leaves Shape Classification Using Curvature and Fractal Dimension. ICISP 2010: 456-462 - [c8]André Ricardo Backes, Odemir Martinez Bruno:
Plant Leaf Identification Using Color and Multi-scale Fractal Dimension. ICISP 2010: 463-470
2000 – 2009
- 2009
- [j2]André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno:
Plant Leaf Identification Based on Volumetric Fractal Dimension. Int. J. Pattern Recognit. Artif. Intell. 23(6): 1145-1160 (2009) - [j1]André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno:
A complex network-based approach for boundary shape analysis. Pattern Recognit. 42(1): 54-67 (2009) - [c7]André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno:
A Novel Approach to Estimate Fractal Dimension from Closed Curves. CAIP 2009: 253-260 - [c6]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: 680-688 - [c5]André Ricardo Backes, Odemir Martinez Bruno:
Plant Leaf Identification Using Multi-scale Fractal Dimension. ICIAP 2009: 143-150 - [c4]André Ricardo Backes, Odemir Martinez Bruno:
A Graph-Based Approach for Shape Skeleton Analysis. ICIAP 2009: 731-738 - 2008
- [c3]André Ricardo Backes, Odemir Martinez Bruno:
A New Approach to Estimate Fractal Dimension of Texture Images. ICISP 2008: 136-143 - 2007
- [c2]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: 215-220 - 2006
- [c1]André Ricardo Backes, Odemir Martinez Bruno, Mônica G. Campiteli, Alexandre Souto Martinez:
Deterministic Tourist Walks as an Image Analysis Methodology Based. CIARP 2006: 784-793
Coauthor Index
Odemir Martinez Bruno
aka: Odemir M. Bruno
aka: Odemir M. Bruno
Maurício C. Escarpinati
aka: Maurício Cunha Escarpinati
aka: Maurício Cunha Escarpinati
Jarbas Joaci de Mesquita Sá Junior
aka: Jarbas J. de Mesquita Sá Junior
aka: Jarbas J. de M. Sá Junior
aka: Jarbas J. de Mesquita Sá Junior
aka: Jarbas J. de M. Sá Junior
Leandro H. F. P. Silva
aka: Leandro Henrique Furtado Pinto Silva
aka: Leandro Henrique Furtado Pinto Silva
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