Mostrar todos

2018

de Melo, Victor Hugo Cunha; Santos, Jesimon Barreto; Junior, Carlos Antonio Caetano; Sena, Jessica; Penatti, Otavio A B; Schwartz, William Robson

Object-based Temporal Segment Relational Network for Activity Recognition Inproceedings

Em: Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2018.

BibTeX | Tags: Activity Recognition, DeepEyes, HAR-HEALTH, Relational Reasoning, Spatial Pyramid

Sena, Jessica; Santos, Jesimon Barreto; Schwartz, William Robson

Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors Inproceedings

Em: 26th European Signal Processing Conference (EUSIPCO 2018), pp. 1-5, 2018.

Links | BibTeX | Tags: Activity Recognition Based on Wearable Sensors, Deep Learning, DeepEyes, HAR-HEALTH, Human Activity Recognition, Multimodal Data, Wearable Sensors

Gonçalves, Gabriel Resende; Diniz, Matheus Alves; Laroca, Rayson; Menotti, David; Schwartz, William Robson

Real-time Automatic License Plate Recognition Through Deep Multi-Task Networks Inproceedings

Em: Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2018.

Links | BibTeX | Tags: Automatic License Plate Recognition, Deep Learning, DeepEyes, GigaFrames, Multi-Task Learning, Sense-ALPR

Junior, Carlos Antonio Caetano; dos Santos, Jefersson A; Schwartz, William Robson

Statistical Measures from Co-occurrence of Codewords for Action Recognition Inproceedings

Em: VISAPP 2018 - International Conference on Computer Vision Theory and Applications, pp. 1-8, 2018.

Links | BibTeX | Tags: Action Recognition, Activity Recognition, DeepEyes, GigaFrames, Spatiotemporal Features

Jordao, Artur; Kloss, Ricardo Barbosa; Schwartz, William Robson

Latent hypernet: Exploring all Layers from Convolutional Neural Networks Inproceedings

Em: IEEE International Joint Conference on Neural Networks (IJCNN), pp. 1-7, 2018.

Links | BibTeX | Tags: Activity Recognition Based on Wearable Sensors, DeepEyes, GigaFrames, Partial Least Squares, Wearable Sensors

Colque, Rensso Victor Hugo Mora; Junior, Carlos Antonio Caetano; de Melo, Victor Hugo Cunha; Chavez, Guillermo Camara; Schwartz, William Robson

Novel Anomalous Event Detection based on Human-object Interactions Inproceedings

Em: VISAPP 2018 - International Conference on Computer Vision Theory and Applications, pp. 1-8, 2018.

Links | BibTeX | Tags: Anomalous Event Detection, Contextual Information, DeepEyes, GigaFrames, Human-Object Interaction

Bastos, Igor Leonardo Oliveira; de Melo, Victor Hugo Cunha; Gonçalves, Gabriel Resende; Schwartz, William Robson

MORA: A Generative Approach to Extract Spatiotemporal Information Applied to Gesture Recognition Inproceedings

Em: 15th International Conference on Advanced Video and Signal-based Surveillance (AVSS), pp. 1-6, 2018.

Links | BibTeX | Tags: Autoencoders, DeepEyes, Gesture Recognition, GigaFrames, Recurrent Models

Kloss, Ricardo Barbosa; Jordao, Artur; Schwartz, William Robson

Boosted Projection An Ensemble of Transformation Models Inproceedings

Em: 22nd Iberoamerican Congress on Pattern Recognition (CIARP), pp. 331-338, 2018.

Links | BibTeX | Tags: Computer vision, DeepEyes, Dimensionality Reduction, Ensemble Partial Least Squares, GigaFrames, Machine Learning

Reis, Renan Oliveira; Dias, Igor Henrique; Schwartz, William Robson

Neural network control for active cameras using master-slave setup Inproceedings

Em: International Conference on Advanced Video and Signal-based Surveillance (AVSS), pp. 1-6, 2018.

Links | BibTeX | Tags: Active Camera, DeepEyes, GigaFrames, Neural network control for active cameras using master-slave setup, SMS

Junior, Antonio Carlos Nazare; de Costa, Filipe Oliveira; Schwartz, William Robson

Content-Based Multi-Camera Video Alignment using Accelerometer Data Inproceedings

Em: Advanced Video and Signal Based Surveillance (AVSS), 2018 15th IEEE International Conference on, pp. 1-6, 2018.

Links | BibTeX | Tags: Camera Synchronization, DeepEyes, GigaFrames, SensorCap, Sensors, SMS

Jordao, Artur; Kloss, Ricardo; Yamada, Fernando; Schwartz, William Robson

Pruning Deep Neural Networks using Partial Least Squares Journal Article

Em: ArXiv e-prints, 2018.

Links | BibTeX | Tags: DeepEyes, GigaFrames, Neural Networks Optimization

2017

Bastos, Igor Leonardo Oliveira; Soares, Larissa Rocha; Schwartz, William Robson

Pyramidal Zernike Over Time: A spatiotemporal feature descriptor based on Zernike Moments Inproceedings

Em: Iberoamerican Congress on Pattern Recognition (CIARP 2017), pp. 77-85, 2017.

Links | BibTeX | Tags: Activity Recognition, DeepEyes, Feature Extraction, GigaFrames, Zernike Moments

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

Em: 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

2016

Jordao, Artur; Sena, Jessica; Schwartz, William Robson

A Late Fusion Approach to Combine Multiple Pedestrian Detectors Inproceedings

Em: IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2016.

Links | BibTeX | Tags: DeepEyes, Featured Publication, GigaFrames, Pedestrian Detection

Gonçalves, Gabriel Resende; Menotti, David; Schwartz, William Robson

License Plate Recognition based on Temporal Redundancy Inproceedings

Em: IEEE International Conference on Intelligent Transportation Systems (ITSC), pp. 1-5, 2016.

Links | BibTeX | Tags: Automatic License Plate Recognition, DeepEyes, GigaFrames

Gonçalves, Gabriel Resende; da Silva, Sirlene Pio Gomes; Menotti, David; Schwartz, William Robson

Benchmark for License Plate Character Segmentation Journal Article

Em: Journal of Electronic Imaging, 25 (5), pp. 1-5, 2016, ISBN: 1017-9909.

Links | BibTeX | Tags: Automatic License Plate Recognition, Benchmark, Character Segmentation, DeepEyes, Featured Publication, GigaFrames, Jaccard Coefficient, Novel Dataset, Sense SegPlate

Vareto, Rafael Henrique; de Costa, Filipe Oliveira; Schwartz, William Robson

Face Identification in Large Galleries Inproceedings

Em: Workshop on Face Processing Applications, pp. 1-4, 2016.

Links | BibTeX | Tags: DeepEyes, Face Identification, Face Recognition, GigaFrames, VER+

de Prates, Raphael Felipe Carvalho; Oliveira, Marina Santos; Schwartz, William Robson

Kernel Partial Least Squares for Person Re-Identification Inproceedings

Em: IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2016.

Resumo | Links | BibTeX | Tags: DeepEyes, Featured Publication, GigaFrames, HAR-HEALTH, Kernel Partial Least Squares, Kernel Partial Least Squares for Person Re-Identification, Person Re-Identification

Jordao, Artur; Schwartz, William Robson

Oblique Random Forest based on Partial Least Squares Applied to Pedestrian Detection Inproceedings

Em: IEEE International Conference on Image Processing (ICIP), pp. 2931-2935, 2016.

Links | BibTeX | Tags: DeepEyes, Pedestrian Detection, VER+

Goncalves, Gabriel Resende

License Plate Recognition based on Temporal Redundancy Masters Thesis

Federal University of Minas Gerais, 2016.

Resumo | Links | BibTeX | Tags: Automatic License Plate Recognition, DeepEyes, GigaFrames

Jordao, Artur

The Good, the Fast and the Better Pedestrian Detector Masters Thesis

Federal University of Minas Gerais, 2016.

Resumo | Links | BibTeX | Tags: DeepEyes, DET, GigaFrames, Pedestrian Detection, VER+

Dutra, Cristianne Rodrigues Santos

Técnicas Otimizadas para Reidentificaçâo de Pessoas Masters Thesis

Federal University of Minas Gerais, 2016.

Links | BibTeX | Tags: DeepEyes, GigaFrames, Person Re-Identification, VER+

2015

dos Junior, Cassio Elias Santos

Partial Least Squares for Face Hashing Masters Thesis

Federal University of Minas Gerais, 2015.

Resumo | Links | BibTeX | Tags: DeepEyes, Face Identification, Face Recognition, GigaFrames, Indexing Structure, Local Sensitive Hashing, Partial Least Squares, VER+

Menotti, D; Chiachia, G; Pinto, A; Schwartz, William Robson; Pedrini, H; Falcao, Xavier A; Rocha, A

Deep Representations for Iris, Face, and Fingerprint Spoofing Detection Journal Article

Em: Information Forensics and Security, IEEE Transactions on, 10 (4), pp. 864-879, 2015, ISSN: 1556-6013.

Links | BibTeX | Tags: Deep Learning, DeepEyes, DET, SmartView, Spoofing Detection

Pinto, A; Schwartz, William Robson; Pedrini, H; Rocha, De Rezende A

Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks Journal Article

Em: Information Forensics and Security, IEEE Transactions on, 10 (5), pp. 1025-1038, 2015, ISSN: 1556-6013.

Links | BibTeX | Tags: DeepEyes, Spoofing Detection

Mostrar todos

2018

Victor Hugo Cunha de Melo; Jesimon Barreto Santos; Carlos Antonio Caetano Junior; Jessica Sena; Otavio A B Penatti; William Robson Schwartz

Object-based Temporal Segment Relational Network for Activity Recognition Inproceedings

Em: Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2018.

BibTeX | Tags: Activity Recognition, DeepEyes, HAR-HEALTH, Relational Reasoning, Spatial Pyramid

Jessica Sena; Jesimon Barreto Santos; William Robson Schwartz

Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors Inproceedings

Em: 26th European Signal Processing Conference (EUSIPCO 2018), pp. 1-5, 2018.

Links | BibTeX | Tags: Activity Recognition Based on Wearable Sensors, Deep Learning, DeepEyes, HAR-HEALTH, Human Activity Recognition, Multimodal Data, Wearable Sensors

Gabriel Resende Gonçalves; Matheus Alves Diniz; Rayson Laroca; David Menotti; William Robson Schwartz

Real-time Automatic License Plate Recognition Through Deep Multi-Task Networks Inproceedings

Em: Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2018.

Links | BibTeX | Tags: Automatic License Plate Recognition, Deep Learning, DeepEyes, GigaFrames, Multi-Task Learning, Sense-ALPR

Carlos Antonio Caetano Junior; Jefersson A dos Santos; William Robson Schwartz

Statistical Measures from Co-occurrence of Codewords for Action Recognition Inproceedings

Em: VISAPP 2018 - International Conference on Computer Vision Theory and Applications, pp. 1-8, 2018.

Links | BibTeX | Tags: Action Recognition, Activity Recognition, DeepEyes, GigaFrames, Spatiotemporal Features

Artur Jordao; Ricardo Barbosa Kloss; William Robson Schwartz

Latent hypernet: Exploring all Layers from Convolutional Neural Networks Inproceedings

Em: IEEE International Joint Conference on Neural Networks (IJCNN), pp. 1-7, 2018.

Links | BibTeX | Tags: Activity Recognition Based on Wearable Sensors, DeepEyes, GigaFrames, Partial Least Squares, Wearable Sensors

Rensso Victor Hugo Mora Colque; Carlos Antonio Caetano Junior; Victor Hugo Cunha de Melo; Guillermo Camara Chavez; William Robson Schwartz

Novel Anomalous Event Detection based on Human-object Interactions Inproceedings

Em: VISAPP 2018 - International Conference on Computer Vision Theory and Applications, pp. 1-8, 2018.

Links | BibTeX | Tags: Anomalous Event Detection, Contextual Information, DeepEyes, GigaFrames, Human-Object Interaction

Igor Leonardo Oliveira Bastos; Victor Hugo Cunha de Melo; Gabriel Resende Gonçalves; William Robson Schwartz

MORA: A Generative Approach to Extract Spatiotemporal Information Applied to Gesture Recognition Inproceedings

Em: 15th International Conference on Advanced Video and Signal-based Surveillance (AVSS), pp. 1-6, 2018.

Links | BibTeX | Tags: Autoencoders, DeepEyes, Gesture Recognition, GigaFrames, Recurrent Models

Ricardo Barbosa Kloss; Artur Jordao; William Robson Schwartz

Boosted Projection An Ensemble of Transformation Models Inproceedings

Em: 22nd Iberoamerican Congress on Pattern Recognition (CIARP), pp. 331-338, 2018.

Links | BibTeX | Tags: Computer vision, DeepEyes, Dimensionality Reduction, Ensemble Partial Least Squares, GigaFrames, Machine Learning

Renan Oliveira Reis; Igor Henrique Dias; William Robson Schwartz

Neural network control for active cameras using master-slave setup Inproceedings

Em: International Conference on Advanced Video and Signal-based Surveillance (AVSS), pp. 1-6, 2018.

Links | BibTeX | Tags: Active Camera, DeepEyes, GigaFrames, Neural network control for active cameras using master-slave setup, SMS

Antonio Carlos Nazare Junior; Filipe Oliveira de Costa; William Robson Schwartz

Content-Based Multi-Camera Video Alignment using Accelerometer Data Inproceedings

Em: Advanced Video and Signal Based Surveillance (AVSS), 2018 15th IEEE International Conference on, pp. 1-6, 2018.

Links | BibTeX | Tags: Camera Synchronization, DeepEyes, GigaFrames, SensorCap, Sensors, SMS

Artur Jordao; Ricardo Kloss; Fernando Yamada; William Robson Schwartz

Pruning Deep Neural Networks using Partial Least Squares Journal Article

Em: ArXiv e-prints, 2018.

Links | BibTeX | Tags: DeepEyes, GigaFrames, Neural Networks Optimization

2017

Igor Leonardo Oliveira Bastos; Larissa Rocha Soares; William Robson Schwartz

Pyramidal Zernike Over Time: A spatiotemporal feature descriptor based on Zernike Moments Inproceedings

Em: Iberoamerican Congress on Pattern Recognition (CIARP 2017), pp. 77-85, 2017.

Links | BibTeX | Tags: Activity Recognition, DeepEyes, Feature Extraction, GigaFrames, Zernike Moments

Rensso Victor Hugo Mora Colque; Carlos Antonio Caetano Junior; Matheus Toledo Lustosa de Andrade; William Robson Schwartz

Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos Journal Article

Em: 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

2016

Artur Jordao; Jessica Sena; William Robson Schwartz

A Late Fusion Approach to Combine Multiple Pedestrian Detectors Inproceedings

Em: IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2016.

Links | BibTeX | Tags: DeepEyes, Featured Publication, GigaFrames, Pedestrian Detection

Gabriel Resende Gonçalves; David Menotti; William Robson Schwartz

License Plate Recognition based on Temporal Redundancy Inproceedings

Em: IEEE International Conference on Intelligent Transportation Systems (ITSC), pp. 1-5, 2016.

Links | BibTeX | Tags: Automatic License Plate Recognition, DeepEyes, GigaFrames

Gabriel Resende Gonçalves; Sirlene Pio Gomes da Silva; David Menotti; William Robson Schwartz

Benchmark for License Plate Character Segmentation Journal Article

Em: Journal of Electronic Imaging, 25 (5), pp. 1-5, 2016, ISBN: 1017-9909.

Links | BibTeX | Tags: Automatic License Plate Recognition, Benchmark, Character Segmentation, DeepEyes, Featured Publication, GigaFrames, Jaccard Coefficient, Novel Dataset, Sense SegPlate

Rafael Henrique Vareto; Filipe Oliveira de Costa; William Robson Schwartz

Face Identification in Large Galleries Inproceedings

Em: Workshop on Face Processing Applications, pp. 1-4, 2016.

Links | BibTeX | Tags: DeepEyes, Face Identification, Face Recognition, GigaFrames, VER+

Raphael Felipe Carvalho de Prates; Marina Santos Oliveira; William Robson Schwartz

Kernel Partial Least Squares for Person Re-Identification Inproceedings

Em: IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2016.

Resumo | Links | BibTeX | Tags: DeepEyes, Featured Publication, GigaFrames, HAR-HEALTH, Kernel Partial Least Squares, Kernel Partial Least Squares for Person Re-Identification, Person Re-Identification

Artur Jordao; William Robson Schwartz

Oblique Random Forest based on Partial Least Squares Applied to Pedestrian Detection Inproceedings

Em: IEEE International Conference on Image Processing (ICIP), pp. 2931-2935, 2016.

Links | BibTeX | Tags: DeepEyes, Pedestrian Detection, VER+

Gabriel Resende Goncalves

License Plate Recognition based on Temporal Redundancy Masters Thesis

Federal University of Minas Gerais, 2016.

Resumo | Links | BibTeX | Tags: Automatic License Plate Recognition, DeepEyes, GigaFrames

Artur Jordao

The Good, the Fast and the Better Pedestrian Detector Masters Thesis

Federal University of Minas Gerais, 2016.

Resumo | Links | BibTeX | Tags: DeepEyes, DET, GigaFrames, Pedestrian Detection, VER+

Cristianne Rodrigues Santos Dutra

Técnicas Otimizadas para Reidentificaçâo de Pessoas Masters Thesis

Federal University of Minas Gerais, 2016.

Links | BibTeX | Tags: DeepEyes, GigaFrames, Person Re-Identification, VER+

2015

Cassio Elias Santos dos Junior

Partial Least Squares for Face Hashing Masters Thesis

Federal University of Minas Gerais, 2015.

Resumo | Links | BibTeX | Tags: DeepEyes, Face Identification, Face Recognition, GigaFrames, Indexing Structure, Local Sensitive Hashing, Partial Least Squares, VER+

D Menotti; G Chiachia; A Pinto; William Robson Schwartz; H Pedrini; Xavier A Falcao; A Rocha

Deep Representations for Iris, Face, and Fingerprint Spoofing Detection Journal Article

Em: Information Forensics and Security, IEEE Transactions on, 10 (4), pp. 864-879, 2015, ISSN: 1556-6013.

Links | BibTeX | Tags: Deep Learning, DeepEyes, DET, SmartView, Spoofing Detection

A Pinto; William Robson Schwartz; H Pedrini; De Rezende A Rocha

Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks Journal Article

Em: Information Forensics and Security, IEEE Transactions on, 10 (5), pp. 1025-1038, 2015, ISSN: 1556-6013.

Links | BibTeX | Tags: DeepEyes, Spoofing Detection