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ORCIDSiome Goldenstein
Siome Klein Goldenstein
Person information
- affiliation: University of Campinas, Sao Paulo, Brazil
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2020 – today
- 2020
[j44]Ewerton Silva, Ricardo da Silva Torres
, Allan da Silva Pinto, Lin Tzy Li, José Eduardo S. Vianna, Rodolfo Azevedo, Siome Goldenstein:
Application-Oriented Retinal Image Models for Computer Vision. Sensors 20(13): 3746 (2020)- [j43]Allan da Silva Pinto, Siome Goldenstein, Alexandre M. Ferreira, Tiago J. Carvalho, Hélio Pedrini, Anderson Rocha:
Leveraging Shape, Reflectance and Albedo From Shading for Face Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 15: 3347-3358 (2020)
2010 – 2019
- 2019
- [j42]Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
Multimodal data fusion for sensitive scene localization. Inf. Fusion 45: 307-323 (2019) - 2018
- [j41]Felipe Grijalva, Luiz Cesar Martini, Bruno S. Masiero, Siome Goldenstein:
A Recommender System for Improving Median Plane Sound Localization Performance Based on a Nonlinear Representation of HRTFs. IEEE Access 6: 24829-24836 (2018) - [j40]Fernanda B. Silva, Rafael de Oliveira Werneck, Siome Goldenstein, Salvatore Tabbone, Ricardo da Silva Torres:
Graph-based bag-of-words for classification. Pattern Recognit. 74: 266-285 (2018) - 2017
- [j39]Hilario Seibel, Siome Goldenstein, Anderson Rocha:
Eyes on the Target: Super-Resolution and License-Plate Recognition in Low-Quality Surveillance Videos. IEEE Access 5: 20020-20035 (2017) - [j38]Mauricio Perez, Sandra Eliza Fontes de Avila, Daniel Moreira, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
Video pornography detection through deep learning techniques and motion information. Neurocomputing 230: 279-293 (2017) - [j37]Filipe de Oliveira Costa, Alberto A. de Oliveira, Pasquale Ferrara, Zanoni Dias, Siome Goldenstein, Anderson Rocha:
New dissimilarity measures for image phylogeny reconstruction. Pattern Anal. Appl. 20(4): 1289-1305 (2017) - [j36]Fernanda A. Andaló, Gabriel Taubin, Siome Goldenstein:
PSQP: Puzzle Solving by Quadratic Programming. IEEE Trans. Pattern Anal. Mach. Intell. 39(2): 385-396 (2017) - [j35]Felipe Grijalva, Luiz Cesar Martini, Dinei A. F. Florêncio, Siome Goldenstein:
Interpolation of Head-Related Transfer Functions Using Manifold Learning. IEEE Signal Process. Lett. 24(2): 221-225 (2017) - [j34]Laurindo de Sousa Britto Neto, Felipe Grijalva, Vanessa Regina Margareth Lima Maike, Luiz Martini, Dinei A. F. Florêncio, Maria Cecília Calani Baranauskas, Anderson Rocha, Siome Goldenstein:
A Kinect-Based Wearable Face Recognition System to Aid Visually Impaired Users. IEEE Trans. Hum. Mach. Syst. 47(1): 52-64 (2017) - [j33]Gabriel M. Araujo, Felipe M. Lopes Ribeiro, Waldir S. S. Junior, Eduardo A. B. da Silva, Siome Goldenstein:
Weak Classifier for Density Estimation in Eye Localization and Tracking. IEEE Trans. Image Process. 26(7): 3410-3424 (2017) - [c51]Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
Temporal Robust Features for Violence Detection. WACV 2017: 391-399 - 2016
- [j32]Marina A. Oikawa, Zanoni Dias, Anderson Rocha, Siome Goldenstein:
Distances in multimedia phylogeny. Int. Trans. Oper. Res. 23(5): 921-946 (2016) - [j31]Felipe Grijalva, Luiz Martini, Dinei Florêncio, Siome Goldenstein:
A Manifold Learning Approach for Personalizing HRTFs from Anthropometric Features. IEEE ACM Trans. Audio Speech Lang. Process. 24(3): 559-570 (2016) - [j30]Marina A. Oikawa, Zanoni Dias, Anderson de Rezende Rocha, Siome Goldenstein:
Manifold Learning and Spectral Clustering for Image Phylogeny Forests. IEEE Trans. Inf. Forensics Secur. 11(1): 5-18 (2016) - [j29]Alberto A. de Oliveira, Pasquale Ferrara, Alessia De Rosa, Alessandro Piva, Mauro Barni, Siome Goldenstein, Zanoni Dias, Anderson Rocha:
Multiple Parenting Phylogeny Relationships in Digital Images. IEEE Trans. Inf. Forensics Secur. 11(2): 328-343 (2016) - [j28]A. Barbosa, Fernando Vieira Paulovich, Afonso Paiva, Siome Goldenstein, Fabiano Petronetto, Luis Gustavo Nonato:
Visualizing and Interacting with Kernelized Data. IEEE Trans. Vis. Comput. Graph. 22(3): 1314-1325 (2016) - 2015
- [j27]Fernanda A. Andaló, Gabriel Taubin, Siome Goldenstein:
Efficient height measurements in single images based on the detection of vanishing points. Comput. Vis. Image Underst. 138: 51-60 (2015) - [c50]Vanessa Regina Margareth Lima Maike, Laurindo de Sousa Britto Neto, Siome Klein Goldenstein, Maria Cecília Calani Baranauskas:
Heuristics for NUI Revisited and Put into Practice. HCI (2) 2015: 317-328 - [c49]Laurindo de Sousa Britto Neto, Vanessa Regina Margareth Lima Maike, Fernando Luiz Koch, Maria Cecília Calani Baranauskas, Anderson de Rezende Rocha, Siome Klein Goldenstein:
A Wearable Face Recognition System Built into a Smartwatch and the Visually Impaired User. ICEIS (3) 2015: 5-12 - [c48]Laurindo de Sousa Britto Neto, Vanessa Regina Margareth Lima Maike, Fernando Luiz Koch, Maria Cecília Calani Baranauskas, Anderson de Rezende Rocha, Siome Klein Goldenstein:
A Wearable Face Recognition System Built into a Smartwatch and the Blind and Low Vision Users. ICEIS (Revised Selected Papers) 2015: 515-528 - [c47]Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
RECOD at MediaEval 2015: Affective Impact of Movies Task. MediaEval 2015 - [c46]Hilario Seibel, Siome Goldenstein, Anderson Rocha:
Fast and Effective Geometric K-Nearest Neighbors Multi-frame Super-Resolution. SIBGRAPI 2015: 103-110 - 2014
- [j26]Erikson Freitas de Morais, Anselmo Ferreira, Sergio Augusto Cunha, Ricardo M. L. Barros, Anderson Rocha, Siome Goldenstein:
A multiple camera methodology for automatic localization and tracking of futsal players. Pattern Recognit. Lett. 39: 21-30 (2014) - [j25]Filipe de Oliveira Costa, Marina A. Oikawa, Zanoni Dias, Siome Goldenstein, Anderson de Rezende Rocha:
Image Phylogeny Forests Reconstruction. IEEE Trans. Inf. Forensics Secur. 9(10): 1533-1546 (2014) - [j24]Anderson Rocha, Siome Klein Goldenstein:
Multiclass From Binary: Expanding One-Versus-All, One-Versus-One and ECOC-Based Approaches. IEEE Trans. Neural Networks Learn. Syst. 25(2): 289-302 (2014) - [c45]Priscila Saboia, Siome Goldenstein:
Assessing Cross-Cut Shredded Document Assembly. CIARP 2014: 272-279 - [c44]Vanessa Regina Margareth Lima Maike, Laurindo de Sousa Britto Neto, Maria Cecília Calani Baranauskas, Siome Klein Goldenstein:
Seeing through the Kinect: A Survey on Heuristics for Building Natural User Interfaces Environments. HCI (4) 2014: 407-418 - [c43]Felipe Grijalva, Luiz Martini, Siome Goldenstein, Dinei Florêncio:
Anthropometric-based customization of head-related transfer functions using Isomap in the horizontal plane. ICASSP 2014: 4473-4477 - [c42]Gabriel M. Araujo, Felipe M. Lopes Ribeiro, Eduardo A. B. da Silva, Siome Goldenstein:
Fast eye localization without a face model using inner product detectors. ICIP 2014: 1366-1370 - [c41]Alberto A. de Oliveira, Pasquale Ferrara, Alessia De Rosa, Alessandro Piva, Mauro Barni, Siome Goldenstein, Zanoni Dias, Anderson Rocha:
Multiple parenting identification in image phylogeny. ICIP 2014: 5347-5351 - [c40]Sandra Eliza Fontes de Avila, Daniel Moreira, Mauricio Perez, Daniel Moraes, Isabela Cota, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
RECOD at MediaEval 2014: Violent Scenes Detection Task. MediaEval 2014 - 2013
- [j23]Jacques Wainer, Michael Eckmann, Siome Goldenstein, Anderson Rocha:
How productivity and impact differ across computer science subareas. Commun. ACM 56(8): 67-73 (2013) - [j22]Zanoni Dias, Siome Goldenstein, Anderson Rocha:
Large-Scale Image Phylogeny: Tracing Image Ancestral Relationships. IEEE Multim. 20(3): 58-70 (2013) - [j21]Kleber Stroeh, Edmundo Roberto Mauro Madeira, Siome Klein Goldenstein:
An approach to the correlation of security events based on machine learning techniques. J. Internet Serv. Appl. 4(1): 7:1-7:16 (2013) - [j20]Zanoni Dias, Siome Goldenstein, Anderson Rocha:
Exploring heuristic and optimum branching algorithms for image phylogeny. J. Vis. Commun. Image Represent. 24(7): 1124-1134 (2013) - [j19]Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Siome Goldenstein, Eduardo Valle, Anderson Rocha:
Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection. IEEE Trans. Biomed. Eng. 60(12): 3391-3398 (2013) - [c39]Fernanda B. Silva, Siome Goldenstein, Salvatore Tabbone, Ricardo da Silva Torres:
Image classification based on bag of visual graphs. ICIP 2013: 4312-4316 - [c38]Diego Alonso Chavez Escalante, Gabriel Taubin, Luis Gustavo Nonato, Siome Klein Goldenstein:
Using Unsupervised Learning for Graph Construction in Semi-supervised Learning with Graphs. SIBGRAPI 2013: 24-30 - 2012
- [j18]Anderson Rocha, Tiago Jose de Carvalho, Herbert F. Jelinek, Siome Goldenstein, Jacques Wainer:
Points of Interest and Visual Dictionaries for Automatic Retinal Lesion Detection. IEEE Trans. Biomed. Eng. 59(8): 2244-2253 (2012) - [j17]Zanoni Dias, Anderson Rocha, Siome Goldenstein:
Image Phylogeny by Minimal Spanning Trees. IEEE Trans. Inf. Forensics Secur. 7(2): 774-788 (2012) - [j16]Priscila Saboia, Siome Goldenstein:
Crowd simulation: applying mobile grids to the social force model. Vis. Comput. 28(10): 1039-1048 (2012) - [c37]Herbert Franz Jelinek, Ramon Pires, Rafael Padilha, Siome Goldenstein, Jacques Wainer, Terry Bossomaier, Anderson Rocha:
Data fusion for multi-lesion Diabetic Retinopathy detection. CBMS 2012: 1-4 - [c36]Fernanda A. Andaló, Gabriel Taubin, Siome Goldenstein:
Solving Image Puzzles with a Simple Quadratic Programming Formulation. SIBGRAPI 2012: 63-70 - [c35]Erikson Freitas de Morais, Siome Goldenstein, Anselmo Ferreira, Anderson Rocha:
Automatic Tracking of Indoor Soccer Players Using Videos from Multiple Cameras. SIBGRAPI 2012: 174-181 - [c34]Erikson Freitas de Morais, Siome Goldenstein, Anderson Rocha:
Automatic Localization of Indoor Soccer Players from Multiple Cameras. VISAPP (1) 2012: 205-212 - [i1]Jacques Wainer, Michael Eckmann, Siome Goldenstein, Anderson Rocha:
Differences in productivity and impact across the different computer science subareas. Technical Report IC-12-08 (2012) - 2011
- [j15]Jacques Wainer, Siome Goldenstein, Cléo Zanella Billa:
Invisible work in standard bibliometric evaluation of computer science. Commun. ACM 54(5): 141-146 (2011) - [j14]Fernando de Goes, Siome Goldenstein, Mathieu Desbrun, Luiz Velho:
Exoskeleton: Curve network abstraction for 3D shapes. Comput. Graph. 35(1): 112-121 (2011) - [j13]Anderson Rocha, Walter J. Scheirer, Terrance E. Boult, Siome Goldenstein:
Vision of the unseen: Current trends and challenges in digital image and video forensics. ACM Comput. Surv. 43(4): 26:1-26:42 (2011) - [j12]Leyza Baldo Dorini, Siome Klein Goldenstein:
Unscented feature tracking. Comput. Vis. Image Underst. 115(1): 8-15 (2011) - [c33]Herbert F. Jelinek, Anderson Rocha, Tiago Jose de Carvalho, Siome Goldenstein, Jacques Wainer:
Machine learning and pattern classification in identification of indigenous retinal pathology. EMBC 2011: 5951-5954 - [c32]Fernanda A. Andaló, Fatih Calakli, Gabriel Taubin, Siome Goldenstein:
Accurate 3D footwear impression recovery from photographs. ICDP 2011: 1-6 - [c31]Priscila Saboia, Siome Goldenstein:
Crowd Simulation: Improving Pedestrians' Dynamics by the Application of Lattice-Gas Concepts to the Social Force Model. SIBGRAPI 2011: 41-47 - [c30]Zanoni Dias, Anderson Rocha, Siome Goldenstein:
Video Phylogeny: Recovering near-duplicate video relationships. WIFS 2011: 1-6 - 2010
- [j11]Anderson Rocha, Siome Goldenstein:
Progressive randomization: Seeing the unseen. Comput. Vis. Image Underst. 114(3): 349-362 (2010) - [c29]Fernanda A. Andaló, Gabriel Taubin, Siome Goldenstein:
Vanishing Point Detection by Segment Clustering on the Projective Space. ECCV Workshops (1) 2010: 324-337 - [c28]Waldir S. S. Junior, Gabriel M. Araujo, Eduardo A. B. da Silva, Siome Klein Goldenstein:
Facial fiducial points detection using discriminative filtering on principal components. ICIP 2010: 2681-2684 - [c27]Fernanda A. Andaló, Gabriel Taubin, Siome Goldenstein:
Detecting vanishing points by segment clustering on the projective plane for single-view photogrammetry. WIFS 2010: 1-6 - [c26]Zanoni Dias, Anderson Rocha, Siome Goldenstein:
First steps toward image phylogeny. WIFS 2010: 1-6
2000 – 2009
- 2009
- [c25]Siome Goldenstein, Anderson Rocha:
High-profile forensic analysis of images. ICDP 2009: 1-6 - [c24]Anderson Rocha, Siome Goldenstein:
Multi-class from Binary - Divide to conquer. VISAPP (1) 2009: 323-330 - 2008
- [j10]Fernando de Goes, Siome Goldenstein, Luiz Velho:
A simple and flexible framework to adapt dynamic meshes. Comput. Graph. 32(2): 141-148 (2008) - [j9]Fernando de Goes, Siome Goldenstein, Luiz Velho:
A Hierarchical Segmentation of Articulated Bodies. Comput. Graph. Forum 27(5): 1349-1356 (2008) - [j8]Anderson Rocha, Siome Goldenstein:
Steganography and Steganalysis in Digital Multimedia: Hype or Hallelujah? RITA 15(1): 83-110 (2008) - [j7]Christian Vogler, Siome Goldenstein:
Facial movement analysis in ASL. Univers. Access Inf. Soc. 6(4): 363-374 (2008) - [c23]Anderson Rocha, Jurandy Almeida, Mario A. Nascimento, Ricardo da Silva Torres, Siome Goldenstein:
Efficient and Flexible Cluster-and-Search for CBIR. ACIVS 2008: 77-88 - [c22]Anderson Rocha, Siome Goldenstein, Walter J. Scheirer, Terrance E. Boult:
The Unseen Challenge data sets. CVPR Workshops 2008: 1-8 - [c21]Luciano A. Digiampietri, Norton Trevisan Roman, Luis A. A. Meira, Jorge Jambeiro Filho, Cristiano D. Ferreira, Andreia A. Kondo, Everton Rufino Constantino, Rodrigo Carvalho Rezende, Bruno Cedraz Brandao, Helder S. Ribeiro, Pietro K. Carolino, Antonella Lanna, Jacques Wainer, Siome Goldenstein:
Uses of artificial intelligence in the Brazilian customs fraud detection system. DG.O 2008: 181-187 - [c20]Jurandy Almeida, Anderson Rocha, Ricardo da Silva Torres, Siome Goldenstein:
Making colors worth more than a thousand words. SAC 2008: 1180-1186 - [c19]Tiago Sak, Jacques Wainer, Siome Klein Goldenstein:
Probabilistic Multiagent Patrolling. SBIA 2008: 124-133 - [c18]Anderson Rocha, Daniel Cabrini Hauagge, Jacques Wainer, Siome Goldenstein:
Automatic Produce Classification from Images Using Color, Texture and Appearance Cues. SIBGRAPI 2008: 3-10 - 2007
- [j6]Christian Vogler, Siome Goldenstein, Jorge Stolfi, Vladimir Pavlovic, Dimitris N. Metaxas:
Outlier rejection in high-dimensional deformable models. Image Vis. Comput. 25(3): 274-284 (2007) - [c17]Anderson Rocha, Siome Goldenstein:
PR: More than Meets the Eye. ICCV 2007: 1-8 - [c16]Christian Vogler, Zhiguo Li, Atul Kanaujia, Siome Goldenstein, Dimitris N. Metaxas:
The Best of Both Worlds: Combining 3D Deformable Models with Active Shape Models. ICCV 2007: 1-7 - 2006
- [c15]Siome Goldenstein, Christian Vogler:
When Occlusions are Outliers. CVPR Workshops 2006: 98 - [c14]Anderson Rocha, Siome Goldenstein:
Progressive Randomization for Steganalysis. MMSP 2006: 314-319 - [c13]Leyza Baldo Dorini, Siome Klein Goldenstein:
Unscented KLT: nonlinear feature and uncertainty tracking. SIBGRAPI 2006: 187-193 - [c12]Bruno Cedraz Brandao, Jacques Wainer, Siome Klein Goldenstein:
Subspace Hierarchical Particle Filter. SIBGRAPI 2006: 194-204 - [c11]Fernando de Goes, Felipe P. G. Bergo, Alexandre X. Falcão, Siome Goldenstein:
Adapted Dynamic Meshes for Deformable Surfaces. SIBGRAPI 2006: 213-220 - [c10]Fernando de Goes, Felipe P. G. Bergo, Alexandre X. Falcão, Siome Goldenstein, Luiz Velho:
Dynamic meshes for deformable surfaces. SIGGRAPH Research Posters 2006: 88 - 2005
- [j5]Siome Goldenstein, Christian Vogler, Luiz Velho:
Adaptive Deformable Models for Graphics and Vision. Comput. Graph. Forum 24(4): 729-741 (2005) - 2004
- [j4]Siome Klein Goldenstein:
A Gentle Introduction to Predictive Filters. RITA 11(1): 63-92 (2004) - [c9]Siome Goldenstein, Christian Vogler, Jorge Stolfi, Vladimir Pavlovic, Dimitris N. Metaxas:
Outlier Rejection in Deformable Model Tracking. CVPR Workshops 2004: 19 - [c8]Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas:
3D Facial Tracking from Corrupted Movie Sequences. CVPR (1) 2004: 880-885 - [c7]Siome Goldenstein, Christian Vogler, Luiz Velho:
Adaptive Deformable Models. SIBGRAPI 2004: 380-387 - 2003
- [j3]Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas:
Statistical Cue Integration in DAG Deformable Models. IEEE Trans. Pattern Anal. Mach. Intell. 25(7): 801-813 (2003) - 2001
- [j2]Siome Goldenstein, Menelaos I. Karavelas, Dimitris N. Metaxas, Leonidas J. Guibas, Eric Aaron, Ambarish Goswami:
Scalable nonlinear dynamical systems for agent steering and crowd simulation. Comput. Graph. 25(6): 983-998 (2001) - [c6]Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas:
Affine Arithmetic Based Estimation of Cue Distributions in Deformable Model Tracking. CVPR (1) 2001: 1098-1105 - [c5]Siome Goldenstein, Menelaos I. Karavelas, Dimitris N. Metaxas, Leonidas J. Guibas, Ambarish Goswami:
Scalable Dynamical Systems for Multi-Agent Steering and Simulation. ICRA 2001: 3973-3980 - 2000
- [c4]Jonas Gomes, Luiz Velho, Fernando Wagner da Silva, Siome Goldenstein:
Motion Processing using Variable Harmonic Components. CA 2000: 62-70
1990 – 1999
- 1999
- [j1]Siome Goldenstein, Edward W. Large, Dimitris N. Metaxas:
Non-linear dynamical system approach to behavior modeling. Vis. Comput. 15(7/8): 349-364 (1999) - [c3]Siome Goldenstein, Jonas Gomes:
Time Warping of Audio Signals. Computer Graphics International 1999: 52-57 - [c2]Fernando Wagner da Silva, Luiz Velho, Jonas Gomes, Siome Goldenstein:
Motion Cyclification by Time x Frequency Warpin. SIBGRAPI 1999: 49- - 1998
- [c1]Siome Goldenstein, Edward W. Large, Dimitris N. Metaxas:
Dynamic Autonomous Agents: Game Applications. CA 1998: 25-
Coauthor Index
Anderson Rocha 0001
aka: Anderson de Rezende Rocha
aka: Anderson de Rezende Rocha
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