Former researchers/students:

Former post-docs:

• Lucas Correia Ribas. 2022.
• Marina Jeaneth Machicao Justo. 2020.
• Marina Jeaneth Machicao Justo. 2019.
• Jan Marcel Baetens. 2019.
• Jarbas Joaci de Mesquita Sá Júnior. 2017.
• Dalcimar Casanova. 2016.
• João Batista Florindo. 2015.

Former PhDs:

• Leonardo Felipe dos Santos Scabini. 2023.
  Patterns and randomness in networks for computer vision: from graphs to neural networks
• Rayner Harold Montes Condori. 2022.
  Multilayer analysis of convolutional neural networks for knowledge transfer applications.
• Lucas Correia Ribas. 2021.
  Learning representations and characterizing complex networks with applications in computer vision.
• Gisele Helena Barboni Miranda. 2019.
  Spatially explicit modeling on networks: understanding patterns & describing processes.
• Humberto Antunes de Almeida Filho. 2018.
  Complex networks in cellular and molecular systems of plants.
• Marina Jeaneth Machicao Justo. 2017.
  Patterns and pseudo-randomness using complex systems.
• Marcos William da Silva Oliveira. 2016.
  Texture analysis in leaf images for early nutritional diagnosis in corn crops.
• Maurício Falvo. 2015.
  Space-spectral mapping methods in multispectral images and their application in plant tissues.
• Núbia Rosa da Silva. 2015.
  Heterogeneous pattern recognition and its applications in biology and nanotechnology.
• Dalcimar Casanova. 2013.
  Complex networks applied to computer vision.
• João Batista Florindo. 2013.
  Fractal descriptors applied to texture analysis.
• Wesley Gonçalves Nunes. 2013.
  Dynamic and static textures and their applications in bioinformatics and nanotechnology.
• Humberto Antunes de Almeida Filho. 2013.
  Characterization of plant cellular and molecular physiology through complex networks.
• André Ricardo Backes. 2010.
  Studies of complexity analysis methods in images.
• Rodrigo de Oliveira Plotze. 2010.
  Artificial vision and morphometry in the analysis and classification of biological species.

Former Masters:

• Joao P. C. dos Santos. 2024
  Extraction of Biological Information from Topological Measurements of Networks.
• Ana Carolina Ferreira Luchesi. 2022.
  Using machine learning for chaotic orbit analysis.
• Cesar Adolfo Grosso Gamboa. 2021.
  Computational methods for detecting plant plasticity in Tradescantia minima caused by toxic agents.
• Ângela Silviane Moura Cunha. 2020.
  Mosaic methods in microscopic images.
• Victor Augusto Alves Catanante. 2020.
  Adaptive fusion of bright-field microscopy images acquired in different focal planes.
• Marcela Lopes Alves. 2019.
  Classification of pseudo-random number generators by complex networks and computational geometry analysis.
• Leonardo Felipe dos Santos Scabini. 2018
  Multispectral image analysis through complex networks.
• Alex Josue Florez Farfan. 2018
  Environment for the analysis and comparison of texture descriptors.
• Lucas Correia Ribas. 2017
  Dynamic texture analysis based on complex systems.
• Mariane Barros Neiva. 2016
  Texture preprocessing methods to optimize pattern recognition.
• Carolina Elisa Guillén Valencia. 2014
  SEBS image analysis system by atomic force microscopy.
• Elias Ximenes Neto. 2014
  Hand gesture detection using depth cameras.
• Lucas Assirati. 2014
  Entropy applied to pattern recognition in images.
• Marina Jeaneth Machicao. 2013
  Chaotic cellular automata applied to cryptography and cryptanalysis.
• Juan Herbert Chuctaya Humari. 2013
  Texture analysis of cellular images of oral tissues for cancer detection.
• Alvaro Manuel Gómez Zúñiga. 2012
  Artificial vision system for identifying the nutritional status of plants.
• Wesley Nunes Gonçalves. 2010
  Deterministic walks in complex networks applied to computer vision.
• Dalcimar Casanova. 2008
  Texture analysis applied to the recognition of leaf organs.
• Jarbas Joaci de Mesquita Sá Junior. 2008
  Identification of plant species through the analysis of microscopic images of leaves.
• Leandro Henrique Oliveira Fernandes. 2008
  Simulation of optical and physiological phenomena of the human visual system.
• Leandro Paganotti Brasil. 2007
  Simulation and modeling of the sensory retina in the Virtual Eye Project.
• André Ricardo Backes. 2006
  Implementation and comparison of fractal dimension estimation and its application to image analysis and processing.
• João Batista Florindo. 2006
  Functional data analysis applied to the generation of fractal dimension signature descriptors.
• Julio Cesar Torelli. 2005
  Parallel implementation of the exact Euclidean distance transform.
• Mário Augusto Pazoti. 2005
  CITRUSVIS - A computer vision system for the identification of the fungus Guignardia citricarpa, causing black spot in citrus.
• Mauricio Falvo. 2005
  Identification of plant species through leaf contour analysis - a bio-inspired approach.
• Ricardo Fabbri. 2004
  Comparison and development of Euclidean distance transform algorithms and applications.
• Christian Cesar Bones. 2004
  Parallelization of the Hough transform.
• Rodrigo de Oliveira Plotze. 2004
  Identification of plant species through the analysis of the internal shape of leaf organs.