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2020 – today
- 2024
[j8]Lucas Correia Ribas
, Leonardo F. S. Scabini, Jarbas Joaci de Mesquita Sá Junior, Odemir M. Bruno:
Local complex features learned by randomized neural networks for texture analysis. Pattern Anal. Appl. 27(1): 23 (2024)- [c9]Leonardo F. S. Scabini, Kallil M. C. Zielinski, Ricardo T. Fares, Emir Konuk, Gisele Miranda, Rosana Marta Kolb, Lucas Correia Ribas, Odemir M. Bruno:
Deep Texture Feature Aggregation on Leaf Microscopy Images for Brazilian Plant Species Recognition. ICMLT 2024: 209-213 - [c8]Ricardo T. Fares, Ana Catarina M. Vicentim, Leonardo F. S. Scabini, Kallil M. C. Zielinski, Rachid Jennane, Odemir M. Bruno, Lucas Correia Ribas:
Randomized Encoding Ensemble: A New Approach for Texture Representation. IWSSIP 2024: 1-8 - [i11]Sina Borzooei, Leonardo F. S. Scabini, Gisele Helena Barboni Miranda, Saba Daneshgar, Lukas Deblieck, Piet De Langhe, Odemir Martinez Bruno, Bernard De Baets, Ingmar Nopens, Elena Torfs:
Prediction of Activated Sludge Settling Characteristics from Microscopy Images with Deep Convolutional Neural Networks and Transfer Learning. CoRR abs/2402.09367 (2024) - [i10]Kallil M. C. Zielinski, Leonardo F. S. Scabini, Lucas Correia Ribas, Núbia Rosa da Silva, Hans Beeckman, Jan Verwaeren, Odemir M. Bruno, Bernard De Baets:
Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion. CoRR abs/2404.08585 (2024) - [i9]Leonardo F. S. Scabini, Andre Sacilotti, Kallil M. C. Zielinski, Lucas Correia Ribas, Bernard De Baets, Odemir M. Bruno:
A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis. CoRR abs/2406.06136 (2024) - 2023
- [j7]Lucas D. C. de Castro, Leonardo F. S. Scabini, Lucas Correia Ribas, Odemir M. Bruno, Osvaldo N. Oliveira Jr.:
Machine learning and image processing to monitor strain and tensile forces with mechanochromic sensors. Expert Syst. Appl. 212: 118792 (2023) - [j6]Leonardo F. S. Scabini, Kallil M. C. Zielinski, Lucas Correia Ribas, Wesley Nunes Gonçalves, Bernard De Baets, Odemir M. Bruno:
RADAM: Texture recognition through randomized aggregated encoding of deep activation maps. Pattern Recognit. 143: 109802 (2023) - [i8]Leonardo F. S. Scabini, Kallil M. C. Zielinski, Lucas Correia Ribas, Wesley Nunes Gonçalves, Bernard De Baets, Odemir M. Bruno:
RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps. CoRR abs/2303.04554 (2023) - 2022
- [c7]Lucas Correia Ribas, Leonardo F. S. Scabini, Odemir M. Bruno:
A complex network approach for fish species recognition based on otolith shape. IPTA 2022: 1-5 - [c6]Kallil M. C. Zielinski, Lucas Correia Ribas, Leonardo F. S. Scabini, Odemir M. Bruno:
Complex Texture Features Learned by Applying Randomized Neural Network on Graphs. IPTA 2022: 1-6 - [c5]Leonardo F. S. Scabini, Lucas Correia Ribas, Eraldo Ribeiro, Odemir M. Bruno:
Deep Topological Embedding with Convolutional Neural Networks for Complex Network Classification. NetSci-X 2022: 54-66 - [i7]Leonardo F. S. Scabini, Bernard De Baets, Odemir M. Bruno:
Improving Deep Neural Network Random Initialization Through Neuronal Rewiring. CoRR abs/2207.08148 (2022) - 2021
- [i6]Leonardo F. S. Scabini, Odemir M. Bruno:
Structure and Performance of Fully Connected Neural Networks: Emerging Complex Network Properties. CoRR abs/2107.14062 (2021) - 2020
- [j5]Leonardo F. S. Scabini, Lucas Correia Ribas, Odemir M. Bruno:
Spatio-spectral networks for color-texture analysis. Inf. Sci. 515: 64-79 (2020) - [j4]Lucas Correia Ribas, Jarbas Joaci de Mesquita Sá Junior, Leonardo F. S. Scabini, Odemir M. Bruno:
Fusion of complex networks and randomized neural networks for texture analysis. Pattern Recognit. 103: 107189 (2020) - [j3]Sávio Vinícius Albieri Barone Cantero, Diogo Nunes Gonçalves, Leonardo F. S. Scabini, Wesley Nunes Gonçalves:
Importance of Vertices in Complex Networks Applied to Texture Analysis. IEEE Trans. Cybern. 50(2): 777-786 (2020) - [i5]Leonardo F. S. Scabini, Lucas Correia Ribas, Mariane Barros Neiva, Altamir G. B. Junior, Alex Josué Flórez Farfán, Odemir M. Bruno:
Social Interaction Layers in Complex Networks for the Dynamical Epidemic Modeling of COVID-19 in Brazil. CoRR abs/2005.08125 (2020) - [i4]Lucas Correia Ribas, Leonardo F. S. Scabini, Jarbas Joaci de Mesquita Sá Junior, Odemir M. Bruno:
Learning Local Complex Features using Randomized Neural Networks for Texture Analysis. CoRR abs/2007.05643 (2020)
2010 – 2019
- 2019
- [j2]Leonardo F. S. Scabini, Rayner H. Montes Condori, Wesley Nunes Gonçalves, Odemir M. Bruno:
Multilayer complex network descriptors for color-texture characterization. Inf. Sci. 491: 30-47 (2019) - [c4]Leonardo F. S. Scabini, Rayner M. Montes Condori, Isabella C. L. Munhoz, Odemir M. Bruno:
Deep Convolutional Neural Networks for Plant Species Characterization Based on Leaf Midrib. CAIP (2) 2019: 389-401 - [c3]Alex Josué Flórez Farfán, Leonardo F. S. Scabini, Odemir M. Bruno:
A Web-Based System to Assess Texture Analysis Methods and Datasets. CAIP (2) 2019: 425-437 - [c2]Leonardo F. S. Scabini, Rayner H. Montes Condori, Lucas Correia Ribas, Odemir M. Bruno:
Evaluating Deep Convolutional Neural Networks as Texture Feature Extractors. ICIAP (2) 2019: 192-202 - [i3]Leonardo F. S. Scabini, Lucas Correia Ribas, Odemir M. Bruno:
Spatio-spectral networks for color-texture analysis. CoRR abs/1909.06446 (2019) - 2018
- [i2]Leonardo F. S. Scabini, Rayner H. Montes Condori, Wesley Nunes Gonçalves, Odemir M. Bruno:
Multilayer Complex Network Descriptors for Color-Texture Characterization. CoRR abs/1804.00501 (2018) - [i1]Lucas Correia Ribas, Jarbas J. de M. Sá Junior, Leonardo F. S. Scabini, Odemir M. Bruno:
Fusion of complex networks and randomized neural networks for texture analysis. CoRR abs/1806.09170 (2018) - 2017
- [j1]Leonardo F. S. Scabini, Danilo O. Fistarol, Sávio Vinícius Albieri Barone Cantero, Wesley Nunes Gonçalves, Bruno Brandoli Machado, José F. Rodrigues Jr.:
Angular descriptors of complex networks: A novel approach for boundary shape analysis. Expert Syst. Appl. 89: 362-373 (2017) - 2015
- [c1]Leonardo F. S. Scabini, Wesley Nunes Gonçalves, Amaury Antônio de Castro Junior:
Texture Analysis by Bag-Of-Visual-Words of Complex Networks. CIARP 2015: 485-492
Coauthor Index
aka: Odemir M. Bruno
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