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ORCIDSilvio Jamil Ferzoli Guimarães
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- affiliation: Pontifical Catholic University of Minas Gerais (PUC-MG), Institute of Exact Science and Informatics, Belo Horizonte, Brazil
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Journal Articles
- 2024
[j32]Isabela Borlido Barcelos
, Felipe de Castro Belém, Leonardo de Melo Joao, Zenilton Kleber G. do Patrocínio Jr., Alexandre Xavier Falcão, Silvio Jamil Ferzoli Guimarães:
A Comprehensive Review and New Taxonomy on Superpixel Segmentation. ACM Comput. Surv. 56(8): 200:1-200:39 (2024)- 2023
- [j31]Leonardo Vilela Cardoso, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Hierarchical Time-Aware Summarization with an Adaptive Transformer for Video Captioning. Int. J. Semantic Comput. 17(4): 569-592 (2023) - [j30]Felipe de Castro Belém, Isabela Borlido Barcelos, Leonardo de Melo Joao, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão:
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels. J. Math. Imaging Vis. 65(5): 770-786 (2023) - [j29]Raquel Almeida, Ewa Kijak, Simon Malinowski, Zenilton Kleber G. do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Silvio Jamil Ferzoli Guimarães:
Graph-based image gradients aggregated with random forests. Pattern Recognit. Lett. 166: 182-189 (2023) - 2022
- [j28]Jesus Perez-Martin, Benjamin Bustos, Silvio Jamil Ferzoli Guimarães, Ivan Sipiran, Jorge Pérez, Grethel Coello Said:
A comprehensive review of the video-to-text problem. Artif. Intell. Rev. 55(5): 4165-4239 (2022) - 2021
- [j27]Gabriel Barbosa da Fonseca, Gabriel Sargent, Ronan Sicre, Zenilton K. G. do Patrocínio, Guillaume Gravier, Silvio Jamil Ferzoli Guimarães:
Hierarchical multi-label propagation using speaking face graphs for multimodal person discovery. Multim. Tools Appl. 80(2): 2797-2820 (2021) - 2020
- [j26]Felipe Lemes Galvão, Silvio Jamil Ferzoli Guimarães, Alexandre Xavier Falcão:
Image segmentation using dense and sparse hierarchies of superpixels. Pattern Recognit. 108: 107532 (2020) - [j25]Edward J. Y. Cayllahua Cahuina, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Guillermo Cámara Chávez, Arnaldo de Albuquerque Araújo:
Hierarchical segmentation from a non-increasing edge observation attribute. Pattern Recognit. Lett. 131: 105-112 (2020) - [j24]Hans Harley Ccacyahuillca Bejar, Silvio Jamil Ferzoli Guimarães, Paulo A. V. Miranda:
Efficient hierarchical graph partitioning for image segmentation by optimum oriented cuts. Pattern Recognit. Lett. 131: 185-192 (2020) - [j23]Milena M. Adão, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Learning to realign hierarchy for image segmentation. Pattern Recognit. Lett. 133: 287-294 (2020) - [j22]Felipe Belém, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão:
Superpixel Segmentation Using Dynamic and Iterative Spanning Forest. IEEE Signal Process. Lett. 27: 1440-1444 (2020) - 2019
- [j21]Edward J. Y. Cayllahua Cahuina, Jean Cousty, Yukiko Kenmochi, Arnaldo de Albuquerque Araújo, Guillermo Cámara Chávez, Silvio Jamil Ferzoli Guimarães:
Efficient Algorithms for Hierarchical Graph-Based Segmentation Relying on the Felzenszwalb-Huttenlocher Dissimilarity. Int. J. Pattern Recognit. Artif. Intell. 33(11): 1940008:1-1940008:28 (2019) - [j20]Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Jean Cousty, Zenilton Patrocínio, Laurent Najman:
Erratum to "Hierarchizing graph-based image segmentation algorithms relying on region dissimilarity: the case of the Felzenszwalb-Huttenlocher method". Math. Morphol. Theory Appl. 3(1): 71 (2019) - [j19]Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Laurent Najman:
Removing non-significant regions in hierarchical clustering and segmentation. Pattern Recognit. Lett. 128: 433-439 (2019) - [j18]Benjamin Perret, Giovanni Chierchia, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Laurent Najman:
Higra: Hierarchical Graph Analysis. SoftwareX 10: 100335 (2019) - 2018
- [j17]Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
Hierarchical Segmentations with Graphs: Quasi-flat Zones, Minimum Spanning Trees, and Saliency Maps. J. Math. Imaging Vis. 60(4): 479-502 (2018) - [j16]Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Deise Santana Maia:
Evaluation of Hierarchical Watersheds. IEEE Trans. Image Process. 27(4): 1676-1688 (2018) - 2017
- [j15]Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Jean Cousty, Zenilton Patrocínio, Laurent Najman:
Hierarchizing graph-based image segmentation algorithms relying on region dissimilarity. Math. Morphol. Theory Appl. 2(1) (2017) - [j14]Carlos Alberto F. Pimentel Filho, Benjamin Bustos, Arnaldo de Albuquerque Araújo, Silvio Jamil Ferzoli Guimarães:
Combining pixel domain and compressed domain index for sketch based image retrieval. Multim. Tools Appl. 76(21): 22019-22042 (2017) - 2016
- [j13]Luciana dos Santos Belo, Carlos Antônio Caetano Jr., Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Summarizing video sequence using a graph-based hierarchical approach. Neurocomputing 173: 1001-1016 (2016) - [j12]Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo:
A mid-level video representation based on binary descriptors: A case study for pornography detection. Neurocomputing 213: 102-114 (2016) - 2015
- [j11]Lilian Chaves Brandao dos Santos, Silvio Jamil Ferzoli Guimarães, Jefersson Alex dos Santos:
Efficient Unsupervised Band Selection Through Spectral Rhythms. IEEE J. Sel. Top. Signal Process. 9(6): 1016-1025 (2015) - [j10]Ricardo C. Sperandio, Zenilton K. G. Patrocínio Jr., Hugo Bastos de Paula, Silvio Jamil Ferzoli Guimarães:
An efficient access method for multimodal video retrieval. Multim. Tools Appl. 74(4): 1357-1375 (2015) - 2014
- [j9]Ricardo C. Sperandio, Zenilton K. G. Patrocínio Jr., Hugo Bastos de Paula, Silvio Jamil Ferzoli Guimarães:
Exploring Strategies for Minimizing Overlap Between Nodes in a Multimodal Metric Tree. J. Inf. Data Manag. 5(2): 181-193 (2014) - [j8]Kleber Jacques Ferreira de Souza, Arnaldo de Albuquerque Araújo, Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Graph-based hierarchical video segmentation based on a simple dissimilarity measure. Pattern Recognit. Lett. 47: 85-92 (2014) - [j7]Henrique Batista da Silva, Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Analysis of Using Metric Access Methods for Visual Search of Objects in Video Databases. RITA 21(1): 29-44 (2014) - 2011
- [j6]Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Identification of video subsequence using bipartite graph matching. J. Braz. Comput. Soc. 17(3): 175-192 (2011) - 2009
- [j5]Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr., Hugo Bastos de Paula, Henrique Batista da Silva:
A New Dissimilarity Measure for Cut Detection Using Bipartite Graph Matching. Int. J. Semantic Comput. 3(2): 155-181 (2009) - 2004
- [j4]Silvio Jamil Ferzoli Guimarães, Neucimar J. Leite, Michel Couprie, Arnaldo de Albuquerque Araújo:
Flat Zone Analysis and a Sharpening Operation for Gradual Transition Detection on Video Images. EURASIP J. Adv. Signal Process. 2004(12): 1943-1953 (2004) - 2003
- [j3]Silvio Jamil Ferzoli Guimarães, Michel Couprie, Arnaldo de Albuquerque Araújo, Neucimar Jerônimo Leite:
Video segmentation based on 2D image analysis. Pattern Recognit. Lett. 24(7): 947-957 (2003) - 2001
- [j2]Neucimar J. Leite, Silvio Jamil Ferzoli Guimarães:
Morphological Residues and a General Framework for Image Filtering and Segmentation. EURASIP J. Adv. Signal Process. 2001(4): 219-229 (2001) - 2000
- [j1]Arnaldo de Albuquerque Araújo, Silvio Jamil Ferzoli Guimarães:
Recuperação de Informação Visual com Base no Conteúdo em Imagens e Vídeos Digitais. RITA 7(2): 43-72 (2000)
Conference and Workshop Papers
- 2023
- [c85]Matheus Eduardo dos Santos, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Cross-Attention Vision Transformer for Few-Shot Semantic Segmentation. BigMM 2023: 64-71 - [c84]João Pedro Oliveira Batisteli, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Hierarchical Graph Convolutional Networks for Image Classification. BRACIS (2) 2023: 63-76 - [c83]Leonardo Vilela Cardoso, Gustavo Oliveira Rocha Gomes, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Hierarchical Time-Aware Approach for Video Summarization. BRACIS (1) 2023: 274-288 - [c82]Danielle Vieira, Isabela Borlido Barcelos, Felipe Belém, Zenilton Kleber Gonçalves do Patrocínio Jr., Alexandre X. Falcão, Silvio Jamil Ferzoli Guimarães:
Streaming Graph-Based Supervoxel Computation Based on Dynamic Iterative Spanning Forest. CIARP 2023: 90-104 - [c81]Carolina Jerônimo, Simon Malinowski, Zenilton Kleber G. do Patrocínio Jr., Guillaume Gravier, Silvio Jamil Ferzoli Guimarães:
Filtering Safe Temporal Motifs in Dynamic Graphs for Dissemination Purposes. CIARP 2023: 480-493 - [c80]Isabela Borlido Barcelos, Leonardo de Melo Joao, Zenilton Kleber G. do Patrocínio Jr., Ewa Kijak, Alexandre X. Falcão, Silvio Jamil Ferzoli Guimarães:
Graph-Based Feature Learning from Image Markers. CIARP 2023: 494-509 - [c79]Carolina Stephanie Jerônimo de Almeida, Zenilton K. G. do Patrocínio, Simon Malinowski, Silvio Jamil Ferzoli Guimarães, Guillaume Gravier:
A Novel Method for Temporal Graph Classification based on Transitive Reduction. DSAA 2023: 1-10 - [c78]João Pedro Oliveira Batisteli, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. do Patrocínio:
Multi-Scale Image Graph Representation: A Novel GNN Approach for Image Classification through Scale Importance Estimation. ISM 2023: 62-68 - [c77]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:
Superpixel Segmentation: From Theory to Applications. SIBGRAPI 2023: 258-263 - 2022
- [c76]Leonardo Vilela Cardoso, Silvio Jamil Ferzoli Guimarães, Zenilton Patrocínio:
Exploring adaptive attention in memory transformer applied to coherent video paragraph captioning. BigMM 2022: 37-44 - [c75]Felipe Belém, Isabela Borlido, Leonardo de Melo Joao, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão:
Fast and Effective Superpixel Segmentation Using Accurate Saliency Estimation. DGMM 2022: 261-273 - [c74]Isabela Borlido Barcelos, Felipe de Castro Belém, Leonardo de Melo Joao, Alexandre X. Falcão, Silvio Jamil Ferzoli Guimarães:
Improving color homogeneity measure in superpixel segmentation assessment. SIBGRAPI 2022: 79-84 - 2021
- [c73]Isabela Borlido Barcelos, Felipe Belém, Paulo André Vechiatto Miranda, Alexandre Xavier Falcão, Zenilton K. G. do Patrocínio, Silvio Jamil Ferzoli Guimarães:
Towards Interactive Image Segmentation by Dynamic and Iterative Spanning Forest. DGMM 2021: 351-364 - [c72]Gabriel Barbosa da Fonseca, Benjamin Perret, Romain Negrel, Jean Cousty, Silvio Jamil Ferzoli Guimarães:
Fuzzy-Marker-Based Segmentation Using Hierarchies. DGMM 2021: 391-403 - [c71]Carolina Stephanie Jerônimo de Almeida, Felipe Belém, Sarah Almeida Carneiro, Zenilton K. G. do Patrocínio, Laurent Najman, Alexandre Xavier Falcão, Silvio Jamil Ferzoli Guimarães:
Graph-Based Supervoxel Computation from Iterative Spanning Forest. DGMM 2021: 404-415 - [c70]Leonardo Vilela Cardoso, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. do Patrocínio:
Enhanced-Memory Transformer for Coherent Paragraph Video Captioning. ICTAI 2021: 836-840 - [c69]Raquel Almeida, Zenilton Kleber Gonçalves do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Ewa Kijak, Simon Malinowski, Silvio Jamil Ferzoli Guimarães:
Descriptive Image Gradient from Edge-Weighted Image Graph and Random Forests. SIBGRAPI 2021: 338-345 - [c68]Felipe de Castro Belém, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão:
Towards a Simple and Efficient Object-based Superpixel Delineation Framework. SIBGRAPI 2021: 346-353 - [c67]Gabriel Barbosa da Fonseca, Romain Negrel, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães:
New hierarchy-based segmentation layer: towards automatic marker proposal. SIBGRAPI 2021: 354-361 - 2020
- [c66]Victor Hugo Roldão Reis, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Dense Crowd Counting with Capsule Networks. IWSSIP 2020: 267-272 - 2019
- [c65]Renato Augusto de Souza, Raquel Almeida, Roberto Miranda, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães:
BRIEF-Based Mid-Level Representations for Time Series Classification. CIARP 2019: 449-457 - [c64]Edward J. Y. Cayllahua Cahuina, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Guillermo Cámara Chávez, Arnaldo de Albuquerque Araújo:
A Study of Observation Scales Based on Felzenswalb-Huttenlocher Dissimilarity Measure for Hierarchical Segmentation. DGCI 2019: 167-179 - [c63]Carolina Stephanie Jerônimo de Almeida, Jean Cousty, Benjamin Perret, Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Label Propagation Guided by Hierarchy of Partitions for Superpixel Computation. ICIAP (2) 2019: 3-13 - [c62]Felipe A. L. Reis, Raquel Almeida, Ewa Kijak, Simon Malinowski, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. do Patrocínio:
Combining convolutional side-outputs for road image segmentation. IJCNN 2019: 1-8 - [c61]Sarah Almeida Carneiro, Gabriel Pellegrino da Silva, Guilherme Vieira Leite, Ricardo Moreno, Silvio Jamil Ferzoli Guimarães, Hélio Pedrini:
Multi-Stream Deep Convolutional Network Using High-Level Features Applied to Fall Detection in Video Sequences. IWSSIP 2019: 293-298 - [c60]Sarah Almeida Carneiro, Gabriel Pellegrino da Silva, Guilherme Vieira Leite, Ricardo Moreno, Silvio Jamil Ferzoli Guimarães, Hélio Pedrini:
Deep Convolutional Multi-Stream Network Detection System Applied to Fall Identi?cation in Video Sequences. MLDM (2) 2019: 681-695 - [c59]Sarah Almeida Carneiro, Gabriel Pellegrino da Silva, Silvio Jamil Ferzoli Guimarães, Hélio Pedrini:
Fight Detection in Video Sequences Based on Multi-Stream Convolutional Neural Networks. SIBGRAPI 2019: 8-15 - [c58]Isabela Borlido Barcelos, Gabriel Barbosa da Fonseca, Laurent Najman, Yukiko Kenmochi, Benjamin Perret, Jean Cousty, Zenilton K. G. do Patrocínio, Silvio Jamil Ferzoli Guimarães:
Exploring Hierarchy Simplification for Non-Significant Region Removal. SIBGRAPI 2019: 100-107 - [c57]Felipe Belém, Leonardo de Melo Joao, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão:
The Importance of Object-Based Seed Sampling for Superpixel Segmentation. SIBGRAPI 2019: 108-115 - 2018
- [c56]Raquel Almeida, Hugo Herlanin, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães:
Evaluation of Bag-of-Word Performance for Time Series Classification Using Discriminative SIFT-Based Mid-Level Representations. CIARP 2018: 109-116 - [c55]Rafael Machado Ribeiro, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr.:
Hierarchical Graph-Based Segmentation in Detection of Object-Related Regions. CIARP 2018: 124-132 - [c54]Milena M. Adão, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. Patrocínio Jr.:
Evaluation of Scale-Aware Realignments of Hierarchical Image Segmentation. CIARP 2018: 141-149 - [c53]Felipe Belém, Silvio Jamil Ferzoli Guimarães, Alexandre Xavier Falcão:
Superpixel Segmentation by Object-Based Iterative Spanning Forest. CIARP 2018: 334-341 - [c52]Sarah Almeida Carneiro, Hélio Pedrini, Silvio Jamil Ferzoli Guimarães:
Image Inpainting Based on Local Patch Search Supported by Image Segmentation. CIARP 2018: 419-427 - [c51]Karla Otiniano-Rodríguez, Arnaldo de Albuquerque Araújo, Guillermo Cámara Chávez, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Benjamin Perret:
Hierarchy-Based Salient Regions: A Region Detector Based on Hierarchies of Partitions. CIARP 2018: 444-452 - [c50]Filipe Tório L. R. Nhimi, Zenilton K. G. Patrocínio Jr., Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães:
Evaluation of morphological hierarchies for supervised video segmentation. SAC 2018: 252-259 - 2017
- [c49]Gabriel Barbosa da Fonseca, Izabela Lyon Freire, Zenilton K. G. Patrocínio Jr., Silvio Jamil Ferzoli Guimarães, Gabriel Sargent, Ronan Sicre, Guillaume Gravier:
Tag Propagation Approaches within Speaking Face Graphs for Multimodal Person Discovery. CBMI 2017: 15:1-15:5 - [c48]Nam Le, 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, Gerard Martí, Josep Ramon Morros, Javier Hernando, Laura Docío Fernández, Carmen García-Mateo, Sylvain Meignier, Jean-Marc Odobez:
Towards large scale multimedia indexing: A case study on person discovery in broadcast news. CBMI 2017: 18:1-18:6 - [c47]Franciele Rodrigues, Pedro Leal, Yukiko Kenmochi, Jean Cousty, Laurent Najman, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Graph-Based Hierarchical Video Cosegmentation. ICIAP (1) 2017: 15-26 - [c46]Raquel Almeida, Benjamin Bustos, Zenilton Kleber G. do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Human Action Classification Using an Extended BoW Formalism. ICIAP (1) 2017: 185-196 - [c45]Raquel Almeida, Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Exploring quantization error to improve human action classification. IJCNN 2017: 1354-1360 - [c44]Raquel Almeida, Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
A New Pooling Strategy Based on Local Feature Distribution: A Case Study for Human Action Classification. SIBGRAPI 2017: 149-154 - [c43]Giovani Melo Marzano, Pedro Henrique Batista Ruas da Silveira, Gabriel Barbosa da Fonseca, Pasteur Ottoni M. Jr., Silvio Jamil Ferzoli Guimarães:
Using Graph Homomorphisms for Vertex Classification Analysis in Social Networks. WebMedia 2017: 157-164 - 2016
- [c42]Henrique Batista da Silva, Zenilton K. G. do Patrocínio, Guillaume Gravier, Laurent Amsaleg, Arnaldo de Albuquerque Araújo, Silvio Jamil Ferzoli Guimarães:
Near-duplicate video detection based on an approximate similarity self-join strategy. CBMI 2016: 1-6 - [c41]Gabriel Sargent, Gabriel Barbosa de Fonseca, Izabela Lyon Freire, Ronan Sicre, Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães, Guillaume Gravier:
PUCMinas and IRISA at Multimodal Person Discovery. MediaEval 2016 - [c40]Henrique Batista da Silva, Raquel Pereira de Almeida, Gabriel Barbosa da Fonseca, Carlos Caetano, Dario Vieira, Zenilton Kleber Gonçalves do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Silvio Jamil Ferzoli Guimarães:
Video similarity search by using compact representations. SAC 2016: 80-83 - [c39]Renato Augusto de Souza, Raquel Pereira de Almeida, Arghir-Nicolae Moldovan, Zenilton Kleber G. do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Gameplay Genre Video Classification by Using Mid-Level Video Representation. SIBGRAPI 2016: 188-194 - [c38]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:
Decreasing the Number of Features for Improving Human Action Classification. SIBGRAPI 2016: 195-200 - [c37]Carlos Alberto F. Pimentel Filho, Arnaldo de Albuquerque Araújo, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Laurent Najman:
Stochastic Hierarchical Watershed Cut Based on Disturbed Topographical Surface. SIBGRAPI 2016: 265-272 - 2015
- [c36]Vinicius von Glehn De Filippo, Zenilton Kleber G. do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Hierarchical Combination of Semantic Visual Words for Image Classification and Clustering. CIARP 2015: 306-313 - [c35]Yuri H. Ribeiro, Zenilton Kleber G. do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Kernel Combination Through Genetic Programming for Image Classification. CIARP 2015: 314-321 - [c34]Zenilton Kleber G. do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Re-ranking of the Merging Order for Hierarchical Image Segmentation. CIARP 2015: 375-382 - [c33]Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr., Yukiko Kenmochi, Jean Cousty, Laurent Najman:
Hierarchical Image Segmentation Relying on a Likelihood Ratio Test. ICIAP (2) 2015: 25-35 - [c32]Benjamin Perret, Jean Cousty, Jean Carlo Rivera Ura, Silvio Jamil Ferzoli Guimarães:
Evaluation of Morphological Hierarchies for Supervised Segmentation. ISMM 2015: 39-50 - [c31]Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
New Characterizations of Minimum Spanning Trees and of Saliency Maps Based on Quasi-flat Zones. ISMM 2015: 205-216 - [c30]Kleber Jacques Ferreira de Souza, Arnaldo de Albuquerque Araújo, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. do Patrocínio, Matthieu Cord:
Streaming Graph-Based Hierarchical Video Segmentation by a Simple Label Propagation. SIBGRAPI 2015: 119-125 - 2014
- [c29]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:
Phenological Event Detection by Visual Rhythms Dissimilarity Analysis. eScience 2014: 263-270 - [c28]Carlos Caetano, Sandra Eliza Fontes de Avila, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo:
Pornography detection using BossaNova video descriptor. EUSIPCO 2014: 1681-1685 - [c27]Luciana Belo, Carlos Caetano, Zenilton K. G. do Patrocínio, Silvio Jamil Ferzoli Guimarães:
Graph-Based Hierarchical Video Summarization Using Global Descriptors. ICTAI 2014: 822-829 - [c26]Carlos Caetano, Sandra Eliza Fontes de Avila, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo:
Representing local binary descriptors with BossaNova for visual recognition. SAC 2014: 49-54 - [c25]Lilian Chaves Brandao dos Santos, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos:
Unsupervised Hyperspectral Band Selection Based on Spectral Rhythm Analysis. SIBGRAPI 2014: 157-164 - 2013
- [c24]Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr.:
A Graph-Based Hierarchical Image Segmentation Method Based on a Statistical Merging Predicate. ICIAP (1) 2013: 11-20 - [c23]Aniceto C. Andrade Jr., Zenilton Kleber G. do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
Improving the Quality of Color Image Segmentation Using Genetic Algorithm. ICIAP (1) 2013: 151-160 - [c22]Leonardo S. de Oliveira, Zenilton K. G. do Patrocínio, Silvio Jamil Ferzoli Guimarães, Guillaume Gravier:
Searching for Near-Duplicate Video Sequences from a Scalable Sequence Aligner. ISM 2013: 223-226 - [c21]Kleber Jacques Ferreira de Souza, Arnaldo de Albuquerque Araújo, Zenilton K. G. do Patrocínio, Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
Hierarchical Video Segmentation Using an Observation Scale. SIBGRAPI 2013: 320-327 - [c20]Ricardo C. Sperandio, Zenilton Kleber G. do Patrocínio Jr., Hugo Bastos de Paula, Silvio Jamil Ferzoli Guimarães:
An efficient access method for multimodal video retrieval. WebMedia 2013: 31-38 - 2012
- [c19]Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr.:
A two-step video subsequence identification based on bipartite graph matching. SMC 2012: 2330-2335 - [c18]Silvio Jamil Ferzoli Guimarães, Jean Cousty, Yukiko Kenmochi, Laurent Najman:
A Hierarchical Image Segmentation Algorithm Based on an Observation Scale. SSPR/SPR 2012: 116-125 - 2011
- [c17]Kleber Jacques Ferreira de Souza, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Jean Cousty:
A Simple Hierarchical Clustering Method for Improving Flame Pixel Classification. ICTAI 2011: 110-117 - [c16]Ângelo Magno de Jesus, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.:
Video text extraction based on image regularization and temporal analysis. ISM 2011: 305-310 - 2010
- [c15]Silvio Jamil Ferzoli Guimarães, Willer Gomes:
A Static Video Summarization Method Based on Hierarchical Clustering. CIARP 2010: 46-54 - [c14]Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães, Henrique Batista da Silva, Kleber Jacques Ferreira de Souza:
An Unified Transition Detection Based on Bipartite Graph Matching Approach. CIARP 2010: 184-192 - 2009
- [c13]Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr., Kleber Jacques Ferreira de Souza, Hugo Bastos de Paula:
Gradual transition detection based on bipartite graph matching approach. MMSP 2009: 1-6 - 2008
- [c12]Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr., Hugo Bastos de Paula:
An approach for video cut detection using bipartite graph matching as dissimilarity distance. ICPR 2008: 1-4 - [c11]Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr., Hugo Bastos de Paula:
A Rotation and Translation Invariant Algorithm for Cut Detection Using Bipartite Graph Matching. ISM 2008: 104-110 - 2007
- [c10]Zenilton Kleber G. do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães, Hugo Bastos de Paula:
Bipartite graph matching for video clip localization. SIBGRAPI 2007: 129-138 - 2006
- [c9]Silvio Jamil Ferzoli Guimarães, Renata Rodrigues Coelho, Anne Torres:
Counting of Video Clip Repetitions using a Modified BMH Algorithm: Preliminary Results. ICME 2006: 1065-1068 - [c8]Lucila Ishitani, Silvio Jamil Ferzoli Guimarães, Gisele Bruegger:
A Collaborative Learning Approach And its Evaluation. Education for the 21st Century 2006: 333-337 - 2003
- [c7]Silvio Jamil Ferzoli Guimarães, Michel Couprie, Arnaldo de Albuquerque Araújo, Neucimar Jerônimo Leite:
An approach to detect video transitions based on mathematical morphology. ICIP (2) 2003: 1021-1024 - 2002
- [c6]Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo, Michel Couprie, Neucimar Jerônimo Leite:
Video Fade Detection by Discrete Line Identification. ICPR (2) 2002: 1013-1016 - [c5]Silvio Jamil Ferzoli Guimarães, Neucimar Jerônimo Leite, Michel Couprie, Arnaldo de Albuquerque Araújo:
A Directional and Parametrized Transition Detection Algorithm Based on Morphological Residues. SIBGRAPI 2002: 261-268 - 2001
- [c4]Silvio Jamil Ferzoli Guimarães, Michel Couprie, Arnaldo de Albuquerque Araújo, Neucimar Jerônimo Leite:
A Method for Cut Detection Based on Visual Rhythm. SIBGRAPI 2001: 297- - 2000
- [c3]Silvio Jamil Ferzoli Guimarães, Neucimar Jerônimo Leite:
Image Decomposition in Morphological Residues: An Approach for Image Filtering and Segmentation. SIBGRAPI 2000: 276-283 - [c2]Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo, Gustavo C. Cerqueira:
Old Movie Restoration using Opening by Surface. SIBGRAPI 2000: 334 - [c1]Arnaldo de Albuquerque Araújo, Leonardo Max Batista Claudino, Ricardo Augusto Rabelo Oliveira, Silvio Jamil Ferzoli Guimarães:
Pattern Recognition and Image Description by Suitable Textural Information. SIBGRAPI 2000: 340
Informal and Other Publications
- 2024
- [i9]Isabela Borlido, Eduardo Bouhid, Victor Sundermann, Hugo Resende, Alvaro Luiz Fazenda, Fábio Augusto Faria, Silvio Jamil Ferzoli Guimarães:
How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests. CoRR abs/2409.04330 (2024) - [i8]Isabela Borlido Barcelos, Felipe Belém, Leonardo de Melo Joao, Zenilton Kleber Gonçalves do Patrocínio Jr., Alexandre X. Falcão, Silvio Jamil Ferzoli Guimarães:
A comprehensive review and new taxonomy on superpixel segmentation. CoRR abs/2409.19179 (2024) - 2023
- [i7]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:
A Flyweight CNN with Adaptive Decoder for Schistosoma mansoni Egg Detection. CoRR abs/2306.14840 (2023) - 2022
- [i6]Felipe Belém, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão:
Efficient Multiscale Object-based Superpixel Framework. CoRR abs/2204.03533 (2022) - 2021
- [i5]Jesus Perez-Martin, Benjamin Bustos, Silvio Jamil Ferzoli Guimarães, Ivan Sipiran, Jorge Pérez, Grethel Coello Said:
Bridging Vision and Language from the Video-to-Text Perspective: A Comprehensive Review. CoRR abs/2103.14785 (2021) - 2020
- [i4]Felipe de Castro Belém, Silvio Jamil Ferzoli Guimarães, Alexandre Xavier Falcão:
Superpixel Segmentation using Dynamic and Iterative Spanning Forest. CoRR abs/2007.04257 (2020) - 2016
- [i3]Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo:
A Mid-level Video Representation based on Binary Descriptors: A Case Study for Pornography Detection. CoRR abs/1605.03804 (2016) - 2015
- [i2]Jean Cousty, Laurent Najman, Yukiko Kenmochi, Silvio Jamil Ferzoli Guimarães:
New characterizations of minimum spanning trees and of saliency maps based on quasi-flat zones. CoRR abs/1505.07203 (2015) - 2012
- [i1]Silvio Jamil Ferzoli Guimarães, Jean Cousty, Yukiko Kenmochi, Laurent Najman:
An efficient hierarchical graph based image segmentation. CoRR abs/1206.2807 (2012)
Coauthor Index
Felipe Belém
aka: Felipe de Castro Belém
aka: Felipe de Castro Belém
Alexandre X. Falcão
aka: Alexandre Xavier Falcão
aka: Alexandre Xavier Falcão
Gabriel Barbosa da Fonseca
aka: Gabriel Barbosa de Fonseca
aka: Gabriel Barbosa de Fonseca
Zenilton Kleber Gonçalves do Patrocínio Jr.
aka: Zenilton Kleber G. do Patrocínio Jr.
aka: Zenilton K. G. do Patrocínio
aka: Zenilton K. G. Patrocínio Jr.
aka: Zenilton Patrocínio
aka: Zenilton Kleber G. do Patrocínio Jr.
aka: Zenilton K. G. do Patrocínio
aka: Zenilton K. G. Patrocínio Jr.
aka: Zenilton Patrocínio
[j32] [j31] [j29] [j27] [j23] [j20] [j15] [j13] [j10] [j9] [j8] [j7] [j6] [j5] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c73] [c71] [c70] [c69] [c66] [c65] [c63] [c62] [c58] [c56] [c55] [c54] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c42] [c41] [c40] [c39] [c38] [c36] [c35] [c34] [c33] [c30] [c27] [c24] [c23] [c22] [c21] [c20] [c19] [c17] [c16] [c14] [c13] [c12] [c11] [c10] [i8]
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