Pattern Recognition and Image Description by Suitable Textural Information. - Arnaldo de Albuquerque Araújo; Leonardo Max Batista Claudino; Ricardo Augusto Rabelo Oliveira; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2000)

Old Movie Restoration using Opening by Surface. - Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo; Gustavo C. Cerqueira (SIBGRAPI, 2000)

Image Decomposition in Morphological Residues: An Approach for Image Filtering and Segmentation. - Silvio Jamil Ferzoli Guimarães; Neucimar Jerônimo Leite (SIBGRAPI, 2000)

Recuperação de Informação Visual com Base no Conteúdo em Imagens e Vídeos Digitais. - Arnaldo de Albuquerque Araújo; Silvio Jamil Ferzoli Guimarães (RITA, 2000)

A Method for Cut Detection Based on Visual Rhythm. - Silvio Jamil Ferzoli Guimarães; Michel Couprie; Arnaldo de Albuquerque Araújo; Neucimar Jerônimo Leite (SIBGRAPI, 2001)

Morphological Residues and a General Framework for Image Filtering and Segmentation. - Neucimar J. Leite; Silvio Jamil Ferzoli Guimarães (EURASIP J. Adv. Signal Process., 2001)

Video Fade Detection by Discrete Line Identification. - Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo; Michel Couprie; Neucimar Jerônimo Leite (ICPR (2), 2002)

A Directional and Parametrized Transition Detection Algorithm Based on Morphological Residues. - Silvio Jamil Ferzoli Guimarães; Neucimar Jerônimo Leite; Michel Couprie; Arnaldo de Albuquerque Araújo (SIBGRAPI, 2002)

An approach to detect video transitions based on mathematical morphology. - Silvio Jamil Ferzoli Guimarães; Michel Couprie; Arnaldo de Albuquerque Araújo; Neucimar Jerônimo Leite (ICIP (2), 2003)

Video segmentation based on 2D image analysis. - Silvio Jamil Ferzoli Guimarães; Michel Couprie; Arnaldo de Albuquerque Araújo; Neucimar Jerônimo Leite (Pattern Recognit. Lett., 2003)

Flat Zone Analysis and a Sharpening Operation for Gradual Transition Detection on Video Images. - Silvio Jamil Ferzoli Guimarães; Neucimar J. Leite; Michel Couprie; Arnaldo de Albuquerque Araújo (EURASIP J. Adv. Signal Process., 2004)

Counting of Video Clip Repetitions using a Modified BMH Algorithm: Preliminary Results. - Silvio Jamil Ferzoli Guimarães; Renata Rodrigues Coelho; Anne Torres (ICME, 2006)

A Collaborative Learning Approach And its Evaluation. - Lucila Ishitani; Silvio Jamil Ferzoli Guimarães; Gisele Bruegger (Education for the 21st Century, 2006)

Bipartite graph matching for video clip localization. - Zenilton Kleber G. do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães; Hugo Bastos de Paula (SIBGRAPI, 2007)

An approach for video cut detection using bipartite graph matching as dissimilarity distance. - Silvio Jamil Ferzoli Guimarães; Zenilton Kleber G. do Patrocínio Jr.; Hugo Bastos de Paula (ICPR, 2008)

A Rotation and Translation Invariant Algorithm for Cut Detection Using Bipartite Graph Matching. - Silvio Jamil Ferzoli Guimarães; Zenilton Kleber G. do Patrocínio Jr.; Hugo Bastos de Paula (ISM, 2008)

Gradual transition detection based on bipartite graph matching approach. - Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr.; Kleber Jacques Ferreira de Souza; Hugo Bastos de Paula (MMSP, 2009)

A New Dissimilarity Measure for Cut Detection Using Bipartite Graph Matching. - Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr.; Hugo Bastos de Paula; Henrique Batista da Silva (Int. J. Semantic Comput., 2009)

A Static Video Summarization Method Based on Hierarchical Clustering. - Silvio Jamil Ferzoli Guimarães; Willer Gomes (CIARP, 2010)

An Unified Transition Detection Based on Bipartite Graph Matching Approach. - Zenilton Kleber Gonçalves do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães; Henrique Batista da Silva; Kleber Jacques Ferreira de Souza (CIARP, 2010)

A Simple Hierarchical Clustering Method for Improving Flame Pixel Classification. - Kleber Jacques Ferreira de Souza; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber G. do Patrocínio Jr.; Arnaldo de Albuquerque Araújo; Jean Cousty (ICTAI, 2011)

Video text extraction based on image regularization and temporal analysis. - Ângelo Magno de Jesus; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr. (ISM, 2011)

Identification of video subsequence using bipartite graph matching. - Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr. (J. Braz. Comput. Soc., 2011)

A two-step video subsequence identification based on bipartite graph matching. - Silvio Jamil Ferzoli Guimarães; Zenilton Kleber G. do Patrocínio Jr. (SMC, 2012)

A Hierarchical Image Segmentation Algorithm Based on an Observation Scale. - Silvio Jamil Ferzoli Guimarães; Jean Cousty; Yukiko Kenmochi; Laurent Najman (SSPR/SPR, 2012)

An efficient hierarchical graph based image segmentation - Silvio Jamil Ferzoli Guimarães; Jean Cousty; Yukiko Kenmochi; Laurent Najman (CoRR, 2012)

Improving the Quality of Color Image Segmentation Using Genetic Algorithm. - Aniceto C. Andrade Jr.; Zenilton Kleber G. do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (ICIAP (1), 2013)

A Graph-Based Hierarchical Image Segmentation Method Based on a Statistical Merging Predicate. - Silvio Jamil Ferzoli Guimarães; Zenilton Kleber G. do Patrocínio Jr. (ICIAP (1), 2013)

Searching for Near-Duplicate Video Sequences from a Scalable Sequence Aligner. - Leonardo S. de Oliveira; Zenilton K. G. do Patrocínio; Silvio Jamil Ferzoli Guimarães; Guillaume Gravier (ISM, 2013)

Hierarchical Video Segmentation Using an Observation Scale. - Kleber Jacques Ferreira de Souza; Arnaldo de Albuquerque Araújo; Zenilton K. G. do Patrocínio; Jean Cousty; Laurent Najman; Yukiko Kenmochi; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2013)

Phenological Event Detection by Visual Rhythms Dissimilarity Analysis. - Lilian Chaves Brandao dos Santos; Jurandy Almeida; Jefersson Alex dos Santos; Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo; Bruna Alberton; Leonor Patricia Cerdeira Morellato; Ricardo da Silva Torres (eScience, 2014)

Pornography detection using BossaNova video descriptor. - Carlos Caetano; Sandra Eliza Fontes de Avila; Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo (EUSIPCO, 2014)

Graph-Based Hierarchical Video Summarization Using Global Descriptors. - Luciana Belo; Carlos Caetano; Zenilton K. G. do Patrocínio; Silvio Jamil Ferzoli Guimarães (ICTAI, 2014)

Representing local binary descriptors with BossaNova for visual recognition. - Carlos Caetano; Sandra Eliza Fontes de Avila; Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo (SAC, 2014)

Unsupervised Hyperspectral Band Selection Based on Spectral Rhythm Analysis. - Lilian Chaves Brandao dos Santos; Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo; Jefersson Alex dos Santos (SIBGRAPI, 2014)

Exploring Strategies for Minimizing Overlap Between Nodes in a Multimodal Metric Tree. - Ricardo C. Sperandio; Zenilton K. G. Patrocínio Jr.; Hugo Bastos de Paula; Silvio Jamil Ferzoli Guimarães (J. Inf. Data Manag., 2014)

Graph-based hierarchical video segmentation based on a simple dissimilarity measure. - Kleber Jacques Ferreira de Souza; Arnaldo de Albuquerque Araújo; Zenilton Kleber Gonçalves do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (Pattern Recognit. Lett., 2014)

Analysis of Using Metric Access Methods for Visual Search of Objects in Video Databases. - Henrique Batista da Silva; Zenilton Kleber Gonçalves do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (RITA, 2014)

Hierarchical Combination of Semantic Visual Words for Image Classification and Clustering. - Vinicius von Glehn De Filippo; Zenilton Kleber G. do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (CIARP, 2015)

Re-ranking of the Merging Order for Hierarchical Image Segmentation. - Zenilton Kleber G. do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (CIARP, 2015)

Kernel Combination Through Genetic Programming for Image Classification. - Yuri H. Ribeiro; Zenilton Kleber G. do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (CIARP, 2015)

Hierarchical Image Segmentation Relying on a Likelihood Ratio Test. - Silvio Jamil Ferzoli Guimarães; Zenilton Kleber G. do Patrocínio Jr.; Yukiko Kenmochi; Jean Cousty; Laurent Najman (ICIAP (2), 2015)

New Characterizations of Minimum Spanning Trees and of Saliency Maps Based on Quasi-flat Zones. - Jean Cousty; Laurent Najman; Yukiko Kenmochi; Silvio Jamil Ferzoli Guimarães (ISMM, 2015)

Evaluation of Morphological Hierarchies for Supervised Segmentation. - Benjamin Perret; Jean Cousty; Jean Carlo Rivera Ura; Silvio Jamil Ferzoli Guimarães (ISMM, 2015)

Streaming Graph-Based Hierarchical Video Segmentation by a Simple Label Propagation. - Kleber Jacques Ferreira de Souza; Arnaldo de Albuquerque Araújo; Silvio Jamil Ferzoli Guimarães; Zenilton K. G. do Patrocínio; Matthieu Cord (SIBGRAPI, 2015)

Efficient Unsupervised Band Selection Through Spectral Rhythms. - Lilian Chaves Brandao dos Santos; Silvio Jamil Ferzoli Guimarães; Jefersson Alex dos Santos (IEEE J. Sel. Top. Signal Process., 2015)

An efficient access method for multimodal video retrieval. - Ricardo C. Sperandio; Zenilton K. G. Patrocínio Jr.; Hugo Bastos de Paula; Silvio Jamil Ferzoli Guimarães (Multim. Tools Appl., 2015)

Near-duplicate video detection based on an approximate similarity self-join strategy. - Henrique Batista da Silva; Zenilton K. G. do Patrocínio; Guillaume Gravier; Laurent Amsaleg; Arnaldo de Albuquerque Araújo; Silvio Jamil Ferzoli Guimarães (CBMI, 2016)

PUCMinas and IRISA at Multimodal Person Discovery. - Gabriel Sargent; Gabriel Barbosa de Fonseca; Izabela Lyon Freire; Ronan Sicre; Zenilton Kleber Gonçalves do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães; Guillaume Gravier (MediaEval, 2016)

Video similarity search by using compact representations. - Henrique Batista da Silva; Raquel Pereira de Almeida 001; Gabriel Barbosa da Fonseca; Carlos Caetano; Dario Vieira; Zenilton Kleber Gonçalves do Patrocínio Jr.; Arnaldo de Albuquerque Araújo; Silvio Jamil Ferzoli Guimarães (SAC, 2016)

Stochastic Hierarchical Watershed Cut Based on Disturbed Topographical Surface. - Carlos Alberto F. Pimentel Filho; Arnaldo de Albuquerque Araújo; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Laurent Najman (SIBGRAPI, 2016)

Gameplay Genre Video Classification by Using Mid-Level Video Representation. - Renato Augusto de Souza; Raquel Pereira de Almeida 001; Arghir-Nicolae Moldovan; Zenilton Kleber G. do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2016)

Decreasing the Number of Features for Improving Human Action Classification. - Kleber Jacques Ferreira de Souza; Arnaldo de Albuquerque Araújo; Zenilton Kleber G. do Patrocínio Jr.; Jean Cousty; Laurent Najman; Yukiko Kenmochi; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2016)

Summarizing video sequence using a graph-based hierarchical approach. - Luciana dos Santos Belo; Carlos Antônio Caetano Jr.; Zenilton Kleber Gonçalves do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (Neurocomputing, 2016)

A mid-level video representation based on binary descriptors: A case study for pornography detection. - Carlos Caetano; Sandra Eliza Fontes de Avila; William Robson Schwartz; Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo (Neurocomputing, 2016)

Tag Propagation Approaches within Speaking Face Graphs for Multimodal Person Discovery. - Gabriel Barbosa da Fonseca; Izabela Lyon Freire; Zenilton K. G. Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães; Gabriel Sargent; Ronan Sicre; Guillaume Gravier (CBMI, 2017)

Towards large scale multimedia indexing: A case study on person discovery in broadcast news. - Nam Le 001; Hervé Bredin; Gabriel Sargent; Miquel India; Paula Lopez-Otero; Claude Barras; Camille Guinaudeau; Guillaume Gravier; Gabriel Barbosa da Fonseca; Izabela Lyon Freire; Zenilton K. G. Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães; et al. (CBMI, 2017)

Human Action Classification Using an Extended BoW Formalism. - Raquel Almeida 001; Benjamin Bustos; Zenilton Kleber G. do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (ICIAP (1), 2017)

Graph-Based Hierarchical Video Cosegmentation. - Franciele Rodrigues; Pedro Leal; Yukiko Kenmochi; Jean Cousty; Laurent Najman; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr. (ICIAP (1), 2017)

Exploring quantization error to improve human action classification. - Raquel Almeida 001; Zenilton Kleber Gonçalves do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (IJCNN, 2017)

A New Pooling Strategy Based on Local Feature Distribution: A Case Study for Human Action Classification. - Raquel Almeida 001; Zenilton Kleber Gonçalves do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2017)

Using Graph Homomorphisms for Vertex Classification Analysis in Social Networks. - Giovani Melo Marzano; Pedro Henrique Batista Ruas da Silveira; Gabriel Barbosa da Fonseca; Pasteur Ottoni M. Jr.; Silvio Jamil Ferzoli Guimarães (WebMedia, 2017)

Hierarchizing graph-based image segmentation algorithms relying on region dissimilarity. - Silvio Jamil Ferzoli Guimarães; Yukiko Kenmochi; Jean Cousty; Zenilton Patrocínio; Laurent Najman (Math. Morphol. Theory Appl., 2017)

Combining pixel domain and compressed domain index for sketch based image retrieval. - Carlos Alberto F. Pimentel Filho; Benjamin Bustos; Arnaldo de Albuquerque Araújo; Silvio Jamil Ferzoli Guimarães (Multim. Tools Appl., 2017)

Evaluation of Scale-Aware Realignments of Hierarchical Image Segmentation. - Milena M. Adão; Silvio Jamil Ferzoli Guimarães; Zenilton K. G. Patrocínio Jr. (CIARP, 2018)

Evaluation of Bag-of-Word Performance for Time Series Classification Using Discriminative SIFT-Based Mid-Level Representations. - Raquel Almeida 001; Hugo Herlanin; Zenilton Kleber G. do Patrocínio Jr.; Simon Malinowski; Silvio Jamil Ferzoli Guimarães (CIARP, 2018)

Superpixel Segmentation by Object-Based Iterative Spanning Forest. - Felipe Belém; Silvio Jamil Ferzoli Guimarães; Alexandre Xavier Falcão (CIARP, 2018)

Image Inpainting Based on Local Patch Search Supported by Image Segmentation. - Sarah Almeida Carneiro; Hélio Pedrini; Silvio Jamil Ferzoli Guimarães (CIARP, 2018)

Hierarchy-Based Salient Regions: A Region Detector Based on Hierarchies of Partitions. - Karla Otiniano-Rodríguez; Arnaldo de Albuquerque Araújo; Guillermo Cámara Chávez; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Benjamin Perret (CIARP, 2018)

Hierarchical Graph-Based Segmentation in Detection of Object-Related Regions. - Rafael Machado Ribeiro; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber G. do Patrocínio Jr. (CIARP, 2018)

Evaluation of morphological hierarchies for supervised video segmentation. - Filipe Tório L. R. Nhimi; Zenilton K. G. Patrocínio Jr.; Benjamin Perret; Jean Cousty; Silvio Jamil Ferzoli Guimarães (SAC, 2018)

Hierarchical Segmentations with Graphs: Quasi-flat Zones, Minimum Spanning Trees, and Saliency Maps. - Jean Cousty; Laurent Najman; Yukiko Kenmochi; Silvio Jamil Ferzoli Guimarães (J. Math. Imaging Vis., 2018)

Evaluation of Hierarchical Watersheds. - Benjamin Perret; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Deise Santana Maia (IEEE Trans. Image Process., 2018)

BRIEF-Based Mid-Level Representations for Time Series Classification. - Renato Augusto de Souza; Raquel Almeida 001; Roberto Miranda; Zenilton Kleber G. do Patrocínio Jr.; Simon Malinowski; Silvio Jamil Ferzoli Guimarães (CIARP, 2019)

A Study of Observation Scales Based on Felzenswalb-Huttenlocher Dissimilarity Measure for Hierarchical Segmentation. - Edward J. Y. Cayllahua Cahuina; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Yukiko Kenmochi; Guillermo Cámara Chávez; Arnaldo de Albuquerque Araújo (DGCI, 2019)

Label Propagation Guided by Hierarchy of Partitions for Superpixel Computation. - Carolina Stephanie Jerônimo de Almeida; Jean Cousty; Benjamin Perret; Zenilton Kleber Gonçalves do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (ICIAP (2), 2019)

Combining convolutional side-outputs for road image segmentation. - Felipe A. L. Reis; Raquel Almeida 001; Ewa Kijak; Simon Malinowski; Silvio Jamil Ferzoli Guimarães; Zenilton K. G. do Patrocínio (IJCNN, 2019)

Multi-Stream Deep Convolutional Network Using High-Level Features Applied to Fall Detection in Video Sequences. - Sarah Almeida Carneiro; Gabriel Pellegrino da Silva; Guilherme Vieira Leite; Ricardo Moreno; Silvio Jamil Ferzoli Guimarães; Hélio Pedrini (IWSSIP, 2019)

Deep Convolutional Multi-Stream Network Detection System Applied to Fall Identi?cation in Video Sequences. - Sarah Almeida Carneiro; Gabriel Pellegrino da Silva; Guilherme Vieira Leite; Ricardo Moreno; Silvio Jamil Ferzoli Guimarães; Hélio Pedrini (MLDM (2), 2019)

Exploring Hierarchy Simplification for Non-Significant Region Removal. - Isabela Borlido Barcelos; Gabriel Barbosa da Fonseca; Laurent Najman; Yukiko Kenmochi; Benjamin Perret; Jean Cousty; Zenilton K. G. do Patrocínio; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2019)

The Importance of Object-Based Seed Sampling for Superpixel Segmentation. - Felipe Belém; Leonardo de Melo Joao; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (SIBGRAPI, 2019)

Fight Detection in Video Sequences Based on Multi-Stream Convolutional Neural Networks. - Sarah Almeida Carneiro; Gabriel Pellegrino da Silva; Silvio Jamil Ferzoli Guimarães; Hélio Pedrini (SIBGRAPI, 2019)

Efficient Algorithms for Hierarchical Graph-Based Segmentation Relying on the Felzenszwalb-Huttenlocher Dissimilarity. - Edward J. Y. Cayllahua Cahuina; Jean Cousty; Yukiko Kenmochi; Arnaldo de Albuquerque Araújo; Guillermo Cámara Chávez; Silvio Jamil Ferzoli Guimarães (Int. J. Pattern Recognit. Artif. Intell., 2019)

Erratum to "Hierarchizing graph-based image segmentation algorithms relying on region dissimilarity: the case of the Felzenszwalb-Huttenlocher method". - Silvio Jamil Ferzoli Guimarães; Yukiko Kenmochi; Jean Cousty; Zenilton Patrocínio; Laurent Najman (Math. Morphol. Theory Appl., 2019)

Removing non-significant regions in hierarchical clustering and segmentation. - Benjamin Perret; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Yukiko Kenmochi; Laurent Najman (Pattern Recognit. Lett., 2019)

Higra: Hierarchical Graph Analysis. - Benjamin Perret; Giovanni Chierchia; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Yukiko Kenmochi; Laurent Najman (SoftwareX, 2019)

Dense Crowd Counting with Capsule Networks. - Victor Hugo Roldão Reis; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr. (IWSSIP, 2020)

Image segmentation using dense and sparse hierarchies of superpixels. - Felipe Lemes Galvão; Silvio Jamil Ferzoli Guimarães; Alexandre Xavier Falcão (Pattern Recognit., 2020)

Learning to realign hierarchy for image segmentation. - Milena M. Adão; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr. (Pattern Recognit. Lett., 2020)

Efficient hierarchical graph partitioning for image segmentation by optimum oriented cuts. - Hans Harley Ccacyahuillca Bejar; Silvio Jamil Ferzoli Guimarães; Paulo A. V. Miranda (Pattern Recognit. Lett., 2020)

Hierarchical segmentation from a non-increasing edge observation attribute. - Edward J. Y. Cayllahua Cahuina; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Yukiko Kenmochi; Guillermo Cámara Chávez; Arnaldo de Albuquerque Araújo (Pattern Recognit. Lett., 2020)

Superpixel Segmentation Using Dynamic and Iterative Spanning Forest. - Felipe Belém; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (IEEE Signal Process. Lett., 2020)

Graph-Based Supervoxel Computation from Iterative Spanning Forest. - Carolina Stephanie Jerônimo de Almeida; Felipe Belém; Sarah Almeida Carneiro; Zenilton K. G. do Patrocínio; Laurent Najman; Alexandre Xavier Falcão; Silvio Jamil Ferzoli Guimarães (DGMM, 2021)

Towards Interactive Image Segmentation by Dynamic and Iterative Spanning Forest. - Isabela Borlido Barcelos; Felipe Belém; Paulo André Vechiatto Miranda; Alexandre Xavier Falcão; Zenilton K. G. do Patrocínio; Silvio Jamil Ferzoli Guimarães (DGMM, 2021)

Fuzzy-Marker-Based Segmentation Using Hierarchies. - Gabriel Barbosa da Fonseca; Benjamin Perret; Romain Negrel; Jean Cousty; Silvio Jamil Ferzoli Guimarães (DGMM, 2021)

Enhanced-Memory Transformer for Coherent Paragraph Video Captioning. - Leonardo Vilela Cardoso; Silvio Jamil Ferzoli Guimarães; Zenilton K. G. do Patrocínio (ICTAI, 2021)

Descriptive Image Gradient from Edge-Weighted Image Graph and Random Forests. - Raquel Almeida 001; Zenilton Kleber Gonçalves do Patrocínio Jr.; Arnaldo de Albuquerque Araújo; Ewa Kijak; Simon Malinowski; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2021)

Towards a Simple and Efficient Object-based Superpixel Delineation Framework. - Felipe de Castro Belém; Benjamin Perret; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (SIBGRAPI, 2021)

New hierarchy-based segmentation layer: towards automatic marker proposal. - Gabriel Barbosa da Fonseca; Romain Negrel; Benjamin Perret; Jean Cousty; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2021)

Bridging Vision and Language from the Video-to-Text Perspective: A Comprehensive Review. - Jesus Perez-Martin; Benjamin Bustos; Silvio Jamil Ferzoli Guimarães; Ivan Sipiran; Jorge Pérez 001; Grethel Coello Said (CoRR, 2021)

Hierarchical multi-label propagation using speaking face graphs for multimodal person discovery. - Gabriel Barbosa da Fonseca; Gabriel Sargent; Ronan Sicre; Zenilton K. G. do Patrocínio; Guillaume Gravier; Silvio Jamil Ferzoli Guimarães (Multim. Tools Appl., 2021)

Exploring adaptive attention in memory transformer applied to coherent video paragraph captioning. - Leonardo Vilela Cardoso; Silvio Jamil Ferzoli Guimarães; Zenilton Patrocínio (BigMM, 2022)

Fast and Effective Superpixel Segmentation Using Accurate Saliency Estimation. - Felipe Belém; Isabela Borlido; Leonardo de Melo Joao; Benjamin Perret; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (DGMM, 2022)

Improving color homogeneity measure in superpixel segmentation assessment. - Isabela Borlido Barcelos; Felipe de Castro Belém; Leonardo de Melo Joao; Alexandre X. Falcão; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2022)

A comprehensive review of the video-to-text problem. - Jesus Perez-Martin; Benjamin Bustos; Silvio Jamil Ferzoli Guimarães; Ivan Sipiran; Jorge Pérez 001; Grethel Coello Said (Artif. Intell. Rev., 2022)

Cross-Attention Vision Transformer for Few-Shot Semantic Segmentation. - Matheus Eduardo dos Santos; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr. (BigMM, 2023)

Hierarchical Graph Convolutional Networks for Image Classification. - João Pedro Oliveira Batisteli; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr. (BRACIS (2), 2023)

Hierarchical Time-Aware Approach for Video Summarization. - Leonardo Vilela Cardoso; Gustavo Oliveira Rocha Gomes; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr. (BRACIS (1), 2023)

Graph-Based Feature Learning from Image Markers. - Isabela Borlido Barcelos; Leonardo de Melo Joao; Zenilton Kleber G. do Patrocínio Jr.; Ewa Kijak; Alexandre X. Falcão; Silvio Jamil Ferzoli Guimarães (CIARP, 2023)

Filtering Safe Temporal Motifs in Dynamic Graphs for Dissemination Purposes. - Carolina Jerônimo; Simon Malinowski; Zenilton Kleber G. do Patrocínio Jr.; Guillaume Gravier; Silvio Jamil Ferzoli Guimarães (CIARP, 2023)

Streaming Graph-Based Supervoxel Computation Based on Dynamic Iterative Spanning Forest. - Danielle Vieira; Isabela Borlido Barcelos; Felipe Belém; Zenilton Kleber Gonçalves do Patrocínio Jr.; Alexandre X. Falcão; Silvio Jamil Ferzoli Guimarães (CIARP, 2023)

A Novel Method for Temporal Graph Classification based on Transitive Reduction. - Carolina Stephanie Jerônimo de Almeida; Zenilton K. G. do Patrocínio; Simon Malinowski; Silvio Jamil Ferzoli Guimarães; Guillaume Gravier (DSAA, 2023)

Multi-Scale Image Graph Representation: A Novel GNN Approach for Image Classification through Scale Importance Estimation. - João Pedro Oliveira Batisteli; Silvio Jamil Ferzoli Guimarães; Zenilton K. G. do Patrocínio (ISM, 2023)

Superpixel Segmentation: From Theory to Applications. - Isabela Borlido; Felipe Belém; Leonardo de Melo Joao; Taylla M. Theodoro; Ilan F. Da Silva; Zenilton K. G. do Patrocínio; Alexandre X. Falcão; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2023)

A Flyweight CNN with Adaptive Decoder for Schistosoma mansoni Egg Detection. - Leonardo de Melo Joao; Azael de Melo e Sousa; Bianca Martins dos Santos; Silvio Jamil Ferzoli Guimarães; Jancarlo Ferreira Gomes; Ewa Kijak; Alexandre Xavier Falcão (CoRR, 2023)

Graph-based image gradients aggregated with random forests. - Raquel Almeida 001; Ewa Kijak; Simon Malinowski; Zenilton Kleber G. do Patrocínio Jr.; Arnaldo de Albuquerque Araújo; Silvio Jamil Ferzoli Guimarães (Pattern Recognit. Lett., 2023)

Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels. - Felipe de Castro Belém; Isabela Borlido Barcelos; Leonardo de Melo Joao; Benjamin Perret; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (J. Math. Imaging Vis., 2023)

Hierarchical Time-Aware Summarization with an Adaptive Transformer for Video Captioning. - Leonardo Vilela Cardoso; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr. (Int. J. Semantic Comput., 2023)

Seed-Based Superpixel Re-Segmentation for Improving Object Delineation. - Lucca S. P. Lacerda; Felipe de Castro Belém; Zenilton Kleber Gonçalves do Patrocínio Jr.; Alexandre X. Falcão; Silvio Jamil Ferzoli Guimarães (CIARP (1), 2024)

Towards Interactive Video Segmentation by Dynamic and Iterative Spanning Forest. - Danielle Vieira; Isabela Borlido Barcelos; Zenilton K. G. Patrocínio Jr.; Alexandre X. Falcão; Silvio Jamil Ferzoli Guimarães (CIARP (1), 2024)

Measuring Hierarchiness of Image Segmentations. - Felipe Belém; Fábio Kochem; Zenilton Patrocínio; Benjamin Perret; Jean Cousty; Alexandre X. Falcão; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2024)

Unsupervised Video Skimming with Adaptive Hierarchical Shot Detection. - Leonardo Vilela Cardoso; July F. M. Werneck; Silvio Jamil Ferzoli Guimarães; Zenilton K. G. Patrocínio Jr. (SIBGRAPI, 2024)

Interactive Ground-Truth-Free Image Selection for FLIM Segmentation Encoders. - Matheus Abrantes Cerqueira; Flávia Sprenger; Bernardo C. A. Teixeira; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (SIBGRAPI, 2024)

Cell Classification Based on Superpixel Segmentation and Transport-Based Morphometry. - Gustavo Lopes; Gabriel Barbosa da Fonseca; Giulia Novais; Daniel Santos Filho; Giovanna Souto; Gustavo Rohde; Zenilton Patrocínio; Alexandre X. Falcão; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2024)

Improving FLIM-Based Salient Object Detection Networks with Cellular Automata. - Felipe Crispim da Rocha Salvagnini; Jancarlo F. Gomes; Cid A. N. Santos; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (SIBGRAPI, 2024)

Adaptive Decoders for FLIM-Based Salient Object Detection Networks. - Gilson Junior Soares; Matheus Abrantes Cerqueira; Silvio Jamil Ferzoli Guimarães; Jancarlo F. Gomes; Alexandre X. Falcão (SIBGRAPI, 2024)

How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests. - Isabela Borlido; Eduardo Bouhid; Victor Sundermann; Hugo Resende; Alvaro Luiz Fazenda 001; Fábio Augusto Faria; Silvio Jamil Ferzoli Guimarães (CoRR, 2024)

Exploring Superpixel Segmentation Methods in the Context of Citizen Science and Deforestation Detection. - Hugo Resende; Isabela Borlido; Victor Sundermann; Eduardo B. Neto; Silvio Jamil Ferzoli Guimarães; Fábio Augusto Faria; Alvaro Luiz Fazenda 001 (CoRR, 2024)

Mapping High Risk Drinking Locations from Different Clustering Methods. - João Augusto dos Santos Silva; Felipe D. da Cunha; Silvio Jamil Ferzoli Guimarães (J. Internet Serv. Appl., 2024)

How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests. - Isabela Borlido Barcelos; Eduardo Bouhid; Victor Sundermann; Hugo Resende; Alvaro Luiz Fazenda 001; Fábio Augusto Faria; Silvio Jamil Ferzoli Guimarães (IEEE Geosci. Remote. Sens. Lett., 2024)

A Comprehensive Review and New Taxonomy on Superpixel Segmentation. - Isabela Borlido Barcelos; Felipe de Castro Belém; Leonardo de Melo Joao; Zenilton Kleber G. do Patrocínio Jr.; Alexandre Xavier Falcão; Silvio Jamil Ferzoli Guimarães (ACM Comput. Surv., 2024)

Hierarchical Graph Neural Networks with Scale-Aware Readout for Image Classification. - João Pedro Oliveira Batisteli; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber Gonçalves do Patrocínio Jr. (Int. J. Semantic Comput., 2024)

Efficient Multiscale Object-based Superpixel Framework. - Felipe de Castro Belém; Benjamin Perret; Jean Cousty; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (J. Braz. Comput. Soc., 2025)

Hierarchical Multiscale Representation in Remote Sensing Scene Classification. - João Pedro Oliveira Batisteli; Silvio Jamil Ferzoli Guimarães; Zenilton Kleber G. do Patrocínio Jr. (IEEE Geosci. Remote. Sens. Lett., 2025)

Decreasing graph complexity with transitive reduction to improve temporal graph classification. - Carolina Jerônimo; Zenilton Kleber Gonçalves do Patrocínio Jr.; Simon Malinowski; Guillaume Gravier; Silvio Jamil Ferzoli Guimarães (Int. J. Data Sci. Anal., 2025)

Flyweight FLIM Networks for Salient Object Detection in Biomedical Images. - Leonardo de Melo Joao; Jancarlo F. Gomes; Silvio Jamil Ferzoli Guimarães; Ewa Kijak; Alexandre X. Falcão (CoRR, 2025)

Multi-level Cellular Automata for FLIM networks. - Felipe Crispim da Rocha Salvagnini; Jancarlo F. Gomes; Cid A. N. Santos; Silvio Jamil Ferzoli Guimarães; Alexandre X. Falcão (CoRR, 2025)

FLIM-based Salient Object Detection Networks with Adaptive Decoders. - Gilson Junior Soares; Matheus Abrantes Cerqueira; Jancarlo F. Gomes; Laurent Najman; Silvio Jamil Ferzoli Guimarães; Alexandre Xavier Falcão (CoRR, 2025)

Hierarchy-based fuzzy segmentation and marker learning layer: theory and algorithms. - Gabriel Barbosa da Fonseca; Romain Negrel; Benjamin Perret; Jean Cousty; Silvio Jamil Ferzoli Guimarães (J. Math. Imaging Vis., 2025)