Leonardo F. S. Scabini

32 papers C 1Journal 23Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Complex networks for modeling texture and spectral features of hyperspectral images for environmental analysis. Comput. Biol. Medicine Leonardo F. S. Scabini, Kallil M. C. Zielinski, Marilia Fernandes, Ricardo T. Fares, Lucas Correia Ribas, Rosana Marta Kolb, Odemir M. Bruno
2025	J	`jnl`	A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis. J. Imaging Leonardo F. S. Scabini, Andre Sacilotti, Kallil M. C. Zielinski, Lucas Correia Ribas, Bernard De Baets, Odemir M. Bruno
2025	J	`jnl`	Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion. Comput. Electron. Agric. 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
2025	J	`jnl`	VORTEX: Challenging CNNs at Texture Recognition by using Vision Transformers with Orderless and Randomized Token Encodings. CoRR Leonardo F. S. Scabini, Kallil M. C. Zielinski, Emir Konuk, Ricardo T. Fares, Lucas Correia Ribas, Kevin Smith, Odemir M. Bruno
2024	J	`jnl`	A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis. CoRR Leonardo F. S. Scabini, Andre Sacilotti, Kallil M. C. Zielinski, Lucas Correia Ribas, Bernard De Baets, Odemir M. Bruno
2024	J	`jnl`	Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion. CoRR 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
2024	—	`conf`	Deep Texture Feature Aggregation on Leaf Microscopy Images for Brazilian Plant Species Recognition. ICMLT Leonardo F. S. Scabini, Kallil M. C. Zielinski, Ricardo T. Fares, Emir Konuk, Gisele Miranda, Rosana Marta Kolb, Lucas Correia Ribas, Odemir M. Bruno
2024	J	`jnl`	Local complex features learned by randomized neural networks for texture analysis. Pattern Anal. Appl. Lucas Correia Ribas, Leonardo F. S. Scabini, Jarbas Joaci de Mesquita Sá Junior, Odemir M. Bruno
2024	J	`jnl`	Prediction of Activated Sludge Settling Characteristics from Microscopy Images with Deep Convolutional Neural Networks and Transfer Learning. CoRR 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
2024	—	`conf`	Randomized Encoding Ensemble: A New Approach for Texture Representation. IWSSIP Ricardo T. Fares, Ana Catarina M. Vicentim, Leonardo F. S. Scabini, Kallil M. C. Zielinski, Rachid Jennane, Odemir M. Bruno, Lucas Correia Ribas
2023	J	`jnl`	Machine learning and image processing to monitor strain and tensile forces with mechanochromic sensors. Expert Syst. Appl. Lucas D. C. de Castro, Leonardo F. S. Scabini, Lucas Correia Ribas, Odemir M. Bruno, Osvaldo N. Oliveira Jr.
2023	J	`jnl`	RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps. CoRR Leonardo F. S. Scabini, Kallil M. C. Zielinski, Lucas Correia Ribas, Wesley Nunes Gonçalves, Bernard De Baets, Odemir M. Bruno
2023	J	`jnl`	RADAM: Texture recognition through randomized aggregated encoding of deep activation maps. Pattern Recognit. Leonardo F. S. Scabini, Kallil M. C. Zielinski, Lucas Correia Ribas, Wesley Nunes Gonçalves, Bernard De Baets, Odemir M. Bruno
2022	—	`conf`	A complex network approach for fish species recognition based on otolith shape. IPTA Lucas Correia Ribas, Leonardo F. S. Scabini, Odemir M. Bruno
2022	—	`conf`	Complex Texture Features Learned by Applying Randomized Neural Network on Graphs. IPTA Kallil M. C. Zielinski, Lucas Correia Ribas, Leonardo F. S. Scabini, Odemir M. Bruno
2022	—	`conf`	Deep Topological Embedding with Convolutional Neural Networks for Complex Network Classification. NetSci-X Leonardo F. S. Scabini, Lucas Correia Ribas, Eraldo Ribeiro, Odemir M. Bruno
2022	J	`jnl`	Improving Deep Neural Network Random Initialization Through Neuronal Rewiring. CoRR Leonardo F. S. Scabini, Bernard De Baets, Odemir M. Bruno
2021	J	`jnl`	Structure and Performance of Fully Connected Neural Networks: Emerging Complex Network Properties. CoRR Leonardo F. S. Scabini, Odemir M. Bruno
2020	J	`jnl`	Fusion of complex networks and randomized neural networks for texture analysis. Pattern Recognit. Lucas Correia Ribas, Jarbas Joaci de Mesquita Sá Junior, Leonardo F. S. Scabini, Odemir M. Bruno
2020	J	`jnl`	Importance of Vertices in Complex Networks Applied to Texture Analysis. IEEE Trans. Cybern. Sávio Vinícius Albieri Barone Cantero, Diogo Nunes Gonçalves, Leonardo F. S. Scabini, Wesley Nunes Gonçalves
2020	J	`jnl`	Learning Local Complex Features using Randomized Neural Networks for Texture Analysis. CoRR Lucas Correia Ribas, Leonardo F. S. Scabini, Jarbas Joaci de Mesquita Sá Junior, Odemir M. Bruno
2020	J	`jnl`	Social Interaction Layers in Complex Networks for the Dynamical Epidemic Modeling of COVID-19 in Brazil. CoRR Leonardo F. S. Scabini, Lucas Correia Ribas, Mariane Barros Neiva, Altamir G. B. Junior, Alex Josué Flórez Farfán, Odemir M. Bruno
2020	J	`jnl`	Spatio-spectral networks for color-texture analysis. Inf. Sci. Leonardo F. S. Scabini, Lucas Correia Ribas, Odemir M. Bruno
2019	—	`conf`	A Web-Based System to Assess Texture Analysis Methods and Datasets. CAIP (2) Alex Josué Flórez Farfán, Leonardo F. S. Scabini, Odemir M. Bruno
2019	—	`conf`	Deep Convolutional Neural Networks for Plant Species Characterization Based on Leaf Midrib. CAIP (2) Leonardo F. S. Scabini, Rayner M. Montes Condori, Isabella C. L. Munhoz, Odemir M. Bruno
2019	—	`conf`	Evaluating Deep Convolutional Neural Networks as Texture Feature Extractors. ICIAP (2) Leonardo F. S. Scabini, Rayner H. Montes Condori, Lucas Correia Ribas, Odemir M. Bruno
2019	J	`jnl`	Multilayer complex network descriptors for color-texture characterization. Inf. Sci. Leonardo F. S. Scabini, Rayner H. Montes Condori, Wesley Nunes Gonçalves, Odemir M. Bruno
2019	J	`jnl`	Spatio-spectral networks for color-texture analysis. CoRR Leonardo F. S. Scabini, Lucas Correia Ribas, Odemir M. Bruno
2018	J	`jnl`	Fusion of complex networks and randomized neural networks for texture analysis. CoRR Lucas Correia Ribas, Jarbas J. de M. Sá Junior, Leonardo F. S. Scabini, Odemir M. Bruno
2018	J	`jnl`	Multilayer Complex Network Descriptors for Color-Texture Characterization. CoRR Leonardo F. S. Scabini, Rayner H. Montes Condori, Wesley Nunes Gonçalves, Odemir M. Bruno
2017	J	`jnl`	Angular descriptors of complex networks: A novel approach for boundary shape analysis. Expert Syst. Appl. Leonardo F. S. Scabini, Danilo O. Fistarol, Sávio Vinícius Albieri Barone Cantero, Wesley Nunes Gonçalves, Bruno Brandoli Machado, José F. Rodrigues Jr.
2015	C	`conf`	Texture Analysis by Bag-Of-Visual-Words of Complex Networks. CIARP Leonardo F. S. Scabini, Wesley Nunes Gonçalves, Amaury Antônio de Castro Junior