@inproceedings{Goncalves:2018:SIBGRAPI,

title = {Real-time Automatic License Plate Recognition Through Deep Multi-Task Networks},

author = {Gabriel Resende Gonçalves and Matheus Alves Diniz and Rayson Laroca and David Menotti and William Robson Schwartz},

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

year  = {2018},

date = {2018-09-04},

booktitle = {Conference on Graphic, Patterns and Images (SIBGRAPI)},

pages = {1-8},

keywords = {Automatic License Plate Recognition, Deep Learning, DeepEyes, GigaFrames, Multi-Task Learning, Sense-ALPR},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Caetano:2018:VISAPP,

title = {Statistical Measures from Co-occurrence of Codewords for Action Recognition},

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/VISAPP_2018_CarlosCaetano.pdf},

year  = {2018},

date = {2018-01-27},

booktitle = {VISAPP 2018 - International Conference on Computer Vision Theory and Applications},

pages = {1-8},

keywords = {Action Recognition, Activity Recognition, DeepEyes, GigaFrames, Spatiotemporal Features},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Kloss:2018:FG,

title = {Face Verification Strategies for Employing Deep Models},

author = {Ricardo Barbosa Kloss and Artur Jordao and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/Face-Verification-Strategies-for-Employing-Deep-Models.pdf},

year  = {2018},

date = {2018-01-01},

booktitle = {13th IEEE International Conference on Automatic Face & Gesture Recognition},

pages = {258-262},

keywords = {Artificial Neural Networks, Face Verification, GigaFrames, Metric Learning, Transfer Learning},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Jordao:2018b:IJCNN,

title = {Latent hypernet: Exploring all Layers from Convolutional Neural Networks},

author = {Artur Jordao and Ricardo Barbosa Kloss and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/Latent-HyperNet-Exploring-the-Layers.pdf},

year  = {2018},

date = {2018-01-01},

booktitle = {IEEE International Joint Conference on Neural Networks (IJCNN)},

pages = {1-7},

keywords = {Activity Recognition Based on Wearable Sensors, DeepEyes, GigaFrames, Partial Least Squares, Wearable Sensors},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Colque:2018:VISAPP,

title = {Novel Anomalous Event Detection based on Human-object Interactions},

author = {Rensso Victor Hugo Mora Colque and Carlos Antonio Caetano Junior and Victor Hugo Cunha de Melo and Guillermo Camara Chavez and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/VISAPP_2018_92.pdf},

year  = {2018},

date = {2018-01-01},

booktitle = {VISAPP 2018 - International Conference on Computer Vision Theory and Applications},

pages = {1-8},

keywords = {Anomalous Event Detection, Contextual Information, DeepEyes, GigaFrames, Human-Object Interaction},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bastos:2018:AVSS,

title = {MORA: A Generative Approach to Extract Spatiotemporal Information Applied to Gesture Recognition},

author = {Igor Leonardo Oliveira Bastos and Victor Hugo Cunha de Melo and Gabriel Resende Gonçalves and William Robson Schwartz},

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

year  = {2018},

date = {2018-01-01},

booktitle = {15th International Conference on Advanced Video and Signal-based Surveillance (AVSS)},

pages = {1-6},

keywords = {Autoencoders, DeepEyes, Gesture Recognition, GigaFrames, Recurrent Models},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Kloss:2018:CIARP,

title = {Boosted Projection An Ensemble of Transformation Models},

author = {Ricardo Barbosa Kloss and Artur Jordao and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/Boosted-Projection-An-Ensemble-of-Transformation-Models.pdf},

year  = {2018},

date = {2018-01-01},

booktitle = {22nd Iberoamerican Congress on Pattern Recognition (CIARP)},

pages = {331-338},

keywords = {Computer vision, DeepEyes, Dimensionality Reduction, Ensemble Partial Least Squares, GigaFrames, Machine Learning},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Reis:2018:AVSS,

title = {Neural network control for active cameras using master-slave setup},

author = {Renan Oliveira Reis and Igor Henrique Dias and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/renan_avss_2018-1-1.pdf},

year  = {2018},

date = {2018-01-01},

booktitle = {International Conference on Advanced Video and Signal-based Surveillance (AVSS)},

pages = {1-6},

keywords = {Active Camera, DeepEyes, GigaFrames, Neural network control for active cameras using master-slave setup, SMS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Nazare:2018:AVSS,

title = {Content-Based Multi-Camera Video Alignment using Accelerometer Data},

author = {Antonio Carlos Nazare Junior and Filipe Oliveira de Costa and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2018_avss_svsync_camera_ready.pdf},

year  = {2018},

date = {2018-01-01},

booktitle = {Advanced Video and Signal Based Surveillance (AVSS), 2018 15th IEEE International Conference on},

pages = {1-6},

keywords = {Camera Synchronization, DeepEyes, GigaFrames, SensorCap, Sensors, SMS},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@inproceedings{Caetano:2017:SIBGRAPI,

title = {Activity Recognition based on a Magnitude-Orientation Stream Network},

author = {Carlos Antonio Caetano Junior and Victor Hugo Cunha de Melo and Jefersson Alex dos Santos and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/paper_2017_SIBGRAPI_Caetano.pdf},

year  = {2017},

date = {2017-01-01},

booktitle = {Conference on Graphics, Patterns and Images (SIBGRAPI)},

pages = {1-8},

keywords = {Activity Recognition, Deep Learning, GigaFrames},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Correia:2016:ICPR,

title = {A Late Fusion Approach to Combine Multiple Pedestrian Detectors},

author = {Artur Jordao and Jessica Sena and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/A-Late-Fusion-Approach-to-Combine-Multiple.pdf},

year  = {2016},

date = {2016-12-13},

booktitle = {IAPR International Conference on Pattern Recognition (ICPR)},

pages = {1-6},

keywords = {DeepEyes, Featured Publication, GigaFrames, Pedestrian Detection},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Goncalves:2016:ITSC,

title = {License Plate Recognition based on Temporal Redundancy},

author = {Gabriel Resende Gonçalves and David Menotti and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/paper_2016_ITSC.pdf},

year  = {2016},

date = {2016-11-04},

booktitle = {IEEE International Conference on Intelligent Transportation Systems (ITSC)},

pages = {1-5},

keywords = {Automatic License Plate Recognition, DeepEyes, GigaFrames},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Vareto:2016:WFPA,

title = {Face Identification in Large Galleries},

author = {Rafael Henrique Vareto and Filipe Oliveira de Costa and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/paper_2016_WFPA.pdf},

year  = {2016},

date = {2016-10-02},

booktitle = {Workshop on Face Processing Applications},

pages = {1-4},

keywords = {DeepEyes, Face Identification, Face Recognition, GigaFrames, VER+},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Prates2016ICIP,

title = {Predominant Color Name Indexing Structure for Person Re-Identification},

author = {Raphael Felipe Carvalho de Prates and Cristianne Rodrigues Santos Dutra and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/paper_2016_ICIP_Prates.pdf},

year  = {2016},

date = {2016-09-25},

booktitle = {IEEE International Conference on Image Processing (ICIP)},

abstract = {The automation of surveillance systems is important to allow real-time analysis of critical events, crime investigation and prevention. A crucial step in the surveillance systems is the person re-identification (Re-ID) which aims at maintaining the identity of agents in non-overlapping camera networks. Most of the works in literature compare a test sample against the entire gallery, restricting the scalability. We address this problem employing multiple indexing lists obtained by color name descriptors extracted from partbased models using our proposed Predominant Color Name (PCN) indexing structure. PCN is a flexible indexing structure that relates features to gallery images without the need of labelled training images and can be integrated with existing supervised and unsupervised person Re-ID frameworks. Experimental results demonstrate that the proposed approach outperforms indexation based on unsupervised clustering methods such as k-means and c-means. Furthermore, PCN reduces the computational efforts with a minimum performance degradation. For instance, when indexing 50% and 75% of the gallery images, we observed a reduction in AUC curve of 0.01 and 0.08, respectively, when compared to indexing the entire gallery.},

keywords = {GigaFrames, Person Re-Identification, VER+},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Prates2016AVSS,

title = {Kernel Partial Least Squares for Person Re-Identification},

author = {Raphael Felipe Carvalho de Prates and Marina Santos Oliveira and William Robson Schwartz},

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

year  = {2016},

date = {2016-09-25},

booktitle = {IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS)},

abstract = {Person re-identification (Re-ID) keeps the same identity for a person as he moves along an area with nonoverlapping surveillance cameras. Re-ID is a challenging task due to appearance changes caused by different camera viewpoints, occlusion and illumination conditions. While robust and discriminative descriptors are obtained combining texture, shape and color features in a high-dimensional representation, the achievement of accuracy and efficiency demands dimensionality reduction methods. At this paper, we propose variations of Kernel Partial Least Squares (KPLS) that simultaneously reduce the dimensionality and increase the discriminative power. The Cross-View KPLS (X-KPLS) and KPLS Mode A capture cross-view discriminative information and are successful for unsupervised and supervised Re-ID. Experimental results demonstrate that XKPLS presents equal or higher matching results when compared to other methods in literature at PRID450S.},

keywords = {DeepEyes, Featured Publication, GigaFrames, HAR-HEALTH, Kernel Partial Least Squares, Kernel Partial Least Squares for Person Re-Identification, Person Re-Identification},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{santos2015learning,

title = {Learning to Hash Faces Using Large Feature Vectors},

author = {Cassio Elias Santos dos Junior and E Kijak and G Gravier and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/2015-Learning_to_Hash_Faces_Using_Large_Feature_Vectors.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {Content-Based Multimedia Indexing (CBMI), 13th International Workshop on},

pages = {1--6},

publisher = {IEEE},

keywords = {Face Identification, Face Recognition, GigaFrames, Indexing Structure, Locality Sensitive Hashing, Partial Least Squares, SmartView, VER+},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@inproceedings{Prates:2015:ICB,

title = {CBRA: Color-Based Ranking Aggregation for Person Re-Identification},

author = {Raphael Felipe Carvalho de Prates and William Robson Schwartz},

url = {http://smartsenselab.dcc.ufmg.br/wp-content/uploads/2019/02/paper_2015_ICIP_Prates.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {IEEE International Conference on Image Processing (ICIP)},

pages = {1-5},

keywords = {CBRA, GigaFrames, Person Re-Identification, Ranking Aggregation, SmartView, VER+},

pubstate = {published},

tppubtype = {inproceedings}

}