@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@inproceedings{Pinto:2012:SIBGRAPI,

title = {Video-Based Face Spoofing Detection through Visual Rhythm Analysis},

author = {A S Pinto and H Pedrini and William Robson Schwartz and A Rocha},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2012-Video-Based-Face-Spoofing-Detection-through-Visual-Rhythm-Analysis.pdf},

year  = {2012},

date = {2012-01-01},

booktitle = {Conference on Graphics, Patterns and Images},

keywords = {Spoofing Detection, Visual Rhythm},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schwartz:2011:CIARP,

title = {Local Response Context Applied to Pedestrian Detection},

author = {William Robson Schwartz and L S Davis and H Pedrini},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2011-Local-Response-Context-Applied-to-Pedestrian-Detection.pdf},

year  = {2011},

date = {2011-01-01},

booktitle = {Iberoamerican Congress on Pattern Recognition},

pages = {181-188},

keywords = {Partial Least Squares, Pedestrian Detection},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Guo:2011:IJCB,

title = {Face Verification using Large Feature Sets and One Shot Similarity},

author = {H Guo and William Robson Schwartz and L S Davis},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2011-Face-Verification-using-Large-Feature-Sets-and-One-Shot-Similarity.pdf},

year  = {2011},

date = {2011-01-01},

booktitle = {International Joint Conference on Biometrics},

keywords = {Face Recognition, Face Verification, One Shot Similarity},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@inproceedings{Chingovska:2013:ICB,

title = {The 2nd Competition on Counter Measures to 2D Face Spoofing Attacks},

author = {I Chingovska and J Yang and Z Lei and D Yi and O Kahm and C Glaser and N Damer and A Kuijper and A Nouak and J Komulainen and Pereira T S amd Gupta and S Khandelwal and S Bansal and A Rai and T Krishna and D Goyal and M A Waris and H Zhang and I Ahmad and S Kiranyaz and Gabbouj M R an Tronci and M Pili and N Sirena and F Roli and J Galbally and J Fierrez and A Pinto and H Pedrini and William Robson Schwartz and A Rocha and A Anjos and S R Marcel},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2013-The-2nd-Competition-on-Counter-Measures-to-2D-Face-Spoofing-Attacks.pdf},

year  = {2011},

date = {2011-01-01},

booktitle = {International Conference on Biometrics},

pages = {1-6},

keywords = {Spoofing Detection},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schwartz:2011:IJCB,

title = {Face Spoofing Detection through Partial Least Squares and Low-Level Descriptors},

author = {William Robson Schwartz and A Rocha and H Pedrini},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2011-Face-Spoofing-Detection-through-Partial-Least-Squares-and-Low-Level-Descriptors.pdf},

year  = {2011},

date = {2011-01-01},

booktitle = {International Joint Conference on Biometrics},

keywords = {GLCM, HOG, HSC, Spoofing Detection},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lima:2011:SIBGRAPI,

title = {Fast Low Bit-Rate 3D Searchless Fractal Video Encoding},

author = {Vitor Cezar de Lima and William Robson Schwartz and H Pedrini},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2011-Fast-Low-Bit-Rate-3D-Searchless-Fractal-Video-Encoding-1.pdf},

year  = {2011},

date = {2011-01-01},

booktitle = {Conference on Graphics, Patterns and Images},

pages = {189-196},

keywords = {Fractal Compression},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Gopalan:2010:PerMIS,

title = {Detecting Humans under Partial Occlusions using Markov Logic Networks},

author = {R Gopalan and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2010-Detecting-Humans-under-Partial-Occlusions-using-Markov-Logic-Networks-1.pdf},

year  = {2010},

date = {2010-01-01},

booktitle = {Performance Metrics for Intelligent Systems},

keywords = {Markov Logic Networks, Pedestrian Detection},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schwartz:2010:ECCV,

title = {A Robust and Scalable Approach to Face Identification},

author = {William Robson Schwartz and H Guo and L S Davis},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2010-A-Robust-and-Scalable-Approach-to-Face-Identification.pdf},

year  = {2010},

date = {2010-01-01},

booktitle = {European Conference on Computer Vision},

volume = {6316},

pages = {476-489},

series = {Lecture Notes in Computer Science},

keywords = {Face Identification, Face Recognition, One-Against-All Classification Scheme, Partial Least Squares, PFI},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schwartz:2009:ICCV,

title = {Human Detection Using Partial Least Squares Analysis},

author = {William Robson Schwartz and A Kembhavi and D Harwood and L S Davis},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2009-Human-Detection-Using-Partial-Least-Squares-Analysis.pdf},

year  = {2009},

date = {2009-01-01},

booktitle = {IEEE International Conference on Computer Vision (ICCV)},

pages = {24-31},

note = {oral presentation},

keywords = {DetectorPLS, GLCM, HOG, Partial Least Squares, Pedestrian Detection, PLS NIPALS, VIP},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schwartz:2009:ICB,

title = {Robust Human Detection under Occlusion by Integrating Face and Person Detectors},

author = {William Robson Schwartz and R Gopalan and R Chellappa and L S Davis},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2009-Robust-Human-Detection-under-Occlusion-by-Integrating-Face-and-Person-Detectors.pdf},

year  = {2009},

date = {2009-01-01},

booktitle = {International Conference on Biometrics},

volume = {5558},

pages = {970-979},

series = {Lecture Notes in Computer Science},

keywords = {Face Detection, Pedestrian Detection},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schwartz:2009:SIBGRAPI,

title = {Learning Discriminative Appearance-Based Models Using Partial Least Squares},

author = {William Robson Schwartz and L S Davis},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2009-Learning-Discriminative-Appearance-Based-Models-Using-Partial-Least-Squares.pdf},

year  = {2009},

date = {2009-01-01},

booktitle = {Brazilian Symposium on Computer Graphics and Image Processing},

keywords = {ETHZ, One-Against-All Classification Scheme, Partial Least Squares, Person Re-Identification},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schwartz:2009:ICIAR,

title = {Video Compression and Retrieval of Moving Object Location Applied to Surveillance},

author = {William Robson Schwartz and H Pedrini and L S Davis},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2009-Video-Compression-and-Retrieval-of-Moving-Object-Location-Applied-to-Surveillance.pdf},

year  = {2009},

date = {2009-01-01},

booktitle = {International Conference on Image Analysis and Recognition},

volume = {5627},

pages = {906-916},

series = {Lecture Notes in Computer Science},

keywords = {Video Compression, Video Surveillance},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Silva:2008:ISVC,

title = {Satellite Image Segmentation Using Wavelet Transforms Based on Color and Texture Features},

author = {R S da Silva and R Minetto and William Robson Schwartz and H Pedrini},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2008-Satellite-Image-Segmentation-Using-Wavelet-Transforms-Based-on-Color-and-Texture-Features.pdf},

isbn = {978-3-540-89645-6},

year  = {2008},

date = {2008-01-01},

booktitle = {International Symposium on Advances in Visual Computing},

volume = {5359},

pages = {113-122},

series = {Lecture Notes in Computer Science},

keywords = {Image Segmentation, Wavelets},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Kembhavi:2008:VS,

title = {Resource Allocation for Tracking Multiple Targets Using Particle Filters},

author = {A Kembhavi and William Robson Schwartz and L S Davis},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/paper_2008_VS.pdf},

year  = {2008},

date = {2008-01-01},

booktitle = {International Workshop on Visual Surveillance},

pages = {1-8},

keywords = {Object Tracking, Person Tracking},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schwartz:2007:WSCG,

title = {Color Textured Image Segmentation Based on Spatial Dependence Using 3D Co-occurrence Matrices and Markov Random Fields},

author = {William Robson Schwartz and H Pedrini},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2007-Color-Textured-Image-Segmentation-Based-on-Spatial-Dependence-Using-3D-Co-occurrence-Matrices-and-Markov-Random-Fields.pdf 

https://googledrive.com/host/0B53xd8WZN11YeTRvemlqYkJNd0E/paper_2007_WSCG.pdf},

isbn = {978-80-86943-01-5},

year  = {2007},

date = {2007-01-01},

booktitle = {International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision},

pages = {81-87},

keywords = {Image Segmentation, Markov Random Fields},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schwartz:2006:ICIP,

title = {Textured Image Segmentation Based on Spatial Dependence using a Markov Random Field Model},

author = {William Robson Schwartz and H Pedrini},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2006-Textured-Image-Segmentation-Based-on-Spatial-Dependence-using-a-Markov-Random-Field-Model.pdf},

year  = {2006},

date = {2006-01-01},

booktitle = {IEEE International Conference on Image Processing},

pages = {2449-2452},

keywords = {Image Segmentation, Markov Random Fields, Texture Segmentation},

pubstate = {published},

tppubtype = {inproceedings}

}