André R. Backes

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 15

Top Topics

Texture Characterization

Convolutional Neural Networks

Hierarchical Segmentation

Top Venues

VISIGRAPP (4: VISAPP)

Publications

João Batista Florindo, André R. Backes, Acacio Neckel
ELMP-Net: The successive application of a randomized local transform for texture classification. Pattern Recognit. 153 (2024)
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)
Jocival Dantas Dias Junior, André R. Backes
Unsupervised Segmentation of Leukocytes Images using Particle Swarm. VISIGRAPP (4: VISAPP) (2021)
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)
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)
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) (2021)
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)
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)
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)
André R. Backes, Jarbas Joaci de Mesquita Sá Junior
Virus Classification by Using a Fusion of Texture Analysis Methods. IWSSIP (2020)
André R. de Geus, André R. Backes, Jefferson R. Souza
Variability Evaluation of CNNs using Cross-validation on Viruses Images. VISIGRAPP (4: VISAPP) (2020)
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)
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)
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 (2017)
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) (2016)
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)
Daniela Portes L. Ferreira, André R. Backes, Célia A. Zorzo Barcelos
Bregman Divergence Applied to Hierarchical Segmentation Problems. CIARP (2015)
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)