2017
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Bastos, Igor Leonardo Oliveira; Soares, Larissa Rocha; Schwartz, William Robson Pyramidal Zernike Over Time: A spatiotemporal feature descriptor based on Zernike Moments Inproceedings Iberoamerican Congress on Pattern Recognition (CIARP 2017), pp. 77-85, 2017. Links | BibTeX | Tags: Activity Recognition, DeepEyes, Feature Extraction, GigaFrames, Zernike Moments @inproceedings{Bastos:2017:CIARP,
title = {Pyramidal Zernike Over Time: A spatiotemporal feature descriptor based on Zernike Moments},
author = {Igor Leonardo Oliveira Bastos and Larissa Rocha Soares and William Robson Schwartz},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/PZOT_camera_ready.pdf},
year = {2017},
date = {2017-11-07},
booktitle = {Iberoamerican Congress on Pattern Recognition (CIARP 2017)},
pages = {77-85},
keywords = {Activity Recognition, DeepEyes, Feature Extraction, GigaFrames, Zernike Moments},
pubstate = {published},
tppubtype = {inproceedings}
}
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Colque, Rensso Victor Hugo Mora; Junior, Carlos Antonio Caetano; de Andrade, Matheus Toledo Lustosa; Schwartz, William Robson Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos Journal Article IEEE Transactions on Circuits and Systems for Video Technology, 27 (3), pp. 673-682, 2017. Links | BibTeX | Tags: Anomalous Event Detection, DeepEyes, Feature Extraction, GigaFrames @article{Colque:2016:TCSVT,
title = {Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos},
author = {Rensso Victor Hugo Mora Colque and Carlos Antonio Caetano Junior and Matheus Toledo Lustosa de Andrade and William Robson Schwartz},
url = {http://dx.doi.org/10.1109/TCSVT.2016.2637778},
year = {2017},
date = {2017-01-01},
journal = {IEEE Transactions on Circuits and Systems for Video Technology},
volume = {27},
number = {3},
pages = {673-682},
keywords = {Anomalous Event Detection, DeepEyes, Feature Extraction, GigaFrames},
pubstate = {published},
tppubtype = {article}
}
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2016
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Junior, Carlos Antonio Caetano; dos Santos, Jefersson A; Schwartz, William Robson Optical Flow Co-occurrence Matrices: A Novel Spatiotemporal Feature Descriptor Inproceedings IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2016. Links | BibTeX | Tags: Activity Recognition, Descriptor, Feature Extraction, Featured Publication, OFCM, VER+ @inproceedings{Caetano:2016:ICPR,
title = {Optical Flow Co-occurrence Matrices: A Novel Spatiotemporal Feature Descriptor},
author = {Carlos Antonio Caetano Junior and Jefersson A dos Santos and William Robson Schwartz},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/ICPR2016.pdf},
year = {2016},
date = {2016-12-13},
booktitle = {IAPR International Conference on Pattern Recognition (ICPR)},
pages = {1-6},
keywords = {Activity Recognition, Descriptor, Feature Extraction, Featured Publication, OFCM, VER+},
pubstate = {published},
tppubtype = {inproceedings}
}
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2015
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Pessoa, Ramon F; Schwartz, William Robson; dos Santos, Jefersson A A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices Inproceedings 14th Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-8, 2015. Links | BibTeX | Tags: DET, Feature Extraction, GigaFrames @inproceedings{Pessoa:2015:CIARP,
title = {A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices},
author = {Ramon F Pessoa and William Robson Schwartz and Jefersson A dos Santos},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/paper_2015_CIARP_Pessoa.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {14th Iberoamerican Congress on Pattern Recognition (CIARP)},
pages = {1-8},
keywords = {DET, Feature Extraction, GigaFrames},
pubstate = {published},
tppubtype = {inproceedings}
}
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2014
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Junior, Antonio Carlos Nazare; Ferreira, Renato; Schwartz, William Robson Scalable Feature Extraction for Visual Surveillance Inproceedings Iberoamerican Congress on Pattern Recognition (CIARP), pp. 375-382, Springer International Publishing, 2014. Links | BibTeX | Tags: DET, Feature Extraction, Smart Surveillance, SmartView, Surveillance Systems, Video Surveillance @inproceedings{Nazare:2014:CIARP,
title = {Scalable Feature Extraction for Visual Surveillance},
author = {Antonio Carlos Nazare Junior and Renato Ferreira and William Robson Schwartz},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/paper_2014_CIARP_Antonio.pdf},
year = {2014},
date = {2014-01-01},
booktitle = {Iberoamerican Congress on Pattern Recognition (CIARP)},
volume = {8827},
pages = {375-382},
publisher = {Springer International Publishing},
series = {Lecture Notes in Computer Science},
keywords = {DET, Feature Extraction, Smart Surveillance, SmartView, Surveillance Systems, Video Surveillance},
pubstate = {published},
tppubtype = {inproceedings}
}
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2013
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de Siqueira, F R; Schwartz, William Robson; Pedrini, H Multi-Scale Gray Level Co-Occurrence Matrices for Texture Description Journal Article Neurocomputing, pp. 1-10, 2013. Links | BibTeX | Tags: Feature Extraction, GLCM @article{Siqueira:2012:Neurocomputing,
title = {Multi-Scale Gray Level Co-Occurrence Matrices for Texture Description},
author = {F R de Siqueira and William Robson Schwartz and H Pedrini},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2013-Multi-Scale-Gray-Level-Co-Occurrence-Matrices-for-Texture-Description-1.pdf},
year = {2013},
date = {2013-01-01},
journal = {Neurocomputing},
pages = {1-10},
keywords = {Feature Extraction, GLCM},
pubstate = {published},
tppubtype = {article}
}
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2012
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Nascimento, E R; Oliveira, G L; Campos, M F M; Schwartz, William Robson BRAND: A Robust Appearance and Depth Descriptor for RGB-D Images Inproceedings IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012. Links | BibTeX | Tags: Feature Extraction @inproceedings{Nascimento:2012:IROS,
title = {BRAND: A Robust Appearance and Depth Descriptor for RGB-D Images},
author = {E R Nascimento and G L Oliveira and M F M Campos and William Robson Schwartz},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2012-BRAND-A-Robust-Appearance-and-Depth-Descriptor-for-RGB-D-Images.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems},
keywords = {Feature Extraction},
pubstate = {published},
tppubtype = {inproceedings}
}
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Nascimento, E R; Schwartz, William Robson; Campos, M F M EDVD - Enhanced Descriptor for Visual and Depth Data Inproceedings IAPR International Conference on Pattern Recognition, 2012. Links | BibTeX | Tags: Feature Extraction @inproceedings{Nascimento:2012:ICPR,
title = {EDVD - Enhanced Descriptor for Visual and Depth Data},
author = {E R Nascimento and William Robson Schwartz and M F M Campos},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2012-EDVD-Enhanced-Descriptor-for-Visual-and-Depth-Data-1.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {IAPR International Conference on Pattern Recognition},
keywords = {Feature Extraction},
pubstate = {published},
tppubtype = {inproceedings}
}
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Nascimento, E R; Schwartz, William Robson; Oliveira, G L; Vieira, A W; Campos, M F M; Mesquita, D B Appearance and Geometry Fusion for Enhanced Dense 3D Alignment Inproceedings Conference on Graphics, Patterns and Images, 2012. Links | BibTeX | Tags: Feature Extraction @inproceedings{Nascimento:2012:SIBGRAPI,
title = {Appearance and Geometry Fusion for Enhanced Dense 3D Alignment},
author = {E R Nascimento and William Robson Schwartz and G L Oliveira and A W Vieira and M F M Campos and D B Mesquita},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2012-Appearance-and-Geometry-Fusion-for-Enhanced-Dense-3D-Alignment-1.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {Conference on Graphics, Patterns and Images},
keywords = {Feature Extraction},
pubstate = {published},
tppubtype = {inproceedings}
}
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Schwartz, William Robson; Pedrini, H Evaluation of Feature Descriptors for Texture Classification Journal Article Journal of Electronic Imaging, 21 (2), pp. 1-17, 2012. Links | BibTeX | Tags: CCR, Feature Extraction, Fourier Spectrum, Gabor, GLCM, Granulometry, ILBP, LBP, Markov Random Fields, SAR, Texture Classification, Texture Unit, Wavelets @article{Schwartz:2012:JEI,
title = {Evaluation of Feature Descriptors for Texture Classification},
author = {William Robson Schwartz and H Pedrini},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2012-Evaluation-of-Feature-Descriptors-for-Texture-Classification.pdf},
year = {2012},
date = {2012-01-01},
journal = {Journal of Electronic Imaging},
volume = {21},
number = {2},
pages = {1-17},
keywords = {CCR, Feature Extraction, Fourier Spectrum, Gabor, GLCM, Granulometry, ILBP, LBP, Markov Random Fields, SAR, Texture Classification, Texture Unit, Wavelets},
pubstate = {published},
tppubtype = {article}
}
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da Silva, R D; Schwartz, William Robson; Pedrini, H Scalar Image Interest Point Detection and Description Based on Discrete Morse Theory and Geometric Descriptors Inproceedings IEEE International Conference on Image Processing, 2012. Links | BibTeX | Tags: Feature Extraction, Morse Theory @inproceedings{Dutra:2012:ICIP,
title = {Scalar Image Interest Point Detection and Description Based on Discrete Morse Theory and Geometric Descriptors},
author = {R D da Silva and William Robson Schwartz and H Pedrini},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2012-Scalar-Image-Interest-Point-Detection-and-Description-Based-on-Discrete-Morse-Theory-and-Geometric-Descriptors.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {IEEE International Conference on Image Processing},
keywords = {Feature Extraction, Morse Theory},
pubstate = {published},
tppubtype = {inproceedings}
}
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Choi, J; Guo, H; Schwartz, William Robson; Davis, L S A Complementary Local Feature Descriptor for Face Identification Inproceedings IEEE Workshop on Applications of Computer Vision, pp. 121-128, 2012. Links | BibTeX | Tags: CCS-POP, Face Identification, Face Recognition, Feature Extraction @inproceedings{Choi:2012:WACV,
title = {A Complementary Local Feature Descriptor for Face Identification},
author = {J Choi and H Guo and William Robson Schwartz and L S Davis},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2012-A-Complementary-Local-Feature-Descriptor-for-Face-Identification.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {IEEE Workshop on Applications of Computer Vision},
pages = {121-128},
keywords = {CCS-POP, Face Identification, Face Recognition, Feature Extraction},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2011
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Schwartz, William Robson; da Silva, R D; Davis, L S; Pedrini, H A Novel Feature Descriptor Based on the Shearlet Transform Inproceedings IEEE International Conference on Image Processing, pp. 1033-1036, 2011. Links | BibTeX | Tags: Feature Extraction, HSC, Shearlet Transform @inproceedings{Schwartz:2011:ICIP,
title = {A Novel Feature Descriptor Based on the Shearlet Transform},
author = {William Robson Schwartz and R D da Silva and L S Davis and H Pedrini},
url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2011-A-Novel-Feature-Descriptor-Based-on-the-Shearlet-Transform.pdf},
year = {2011},
date = {2011-01-01},
booktitle = {IEEE International Conference on Image Processing},
pages = {1033-1036},
keywords = {Feature Extraction, HSC, Shearlet Transform},
pubstate = {published},
tppubtype = {inproceedings}
}
|
