120 entries « 1 of 3 »

2019

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

Pruning Deep Networks using Partial Least Squares Inproceedings

British Machine Vision Conference (BMVC) Workshops, pp. 1-9, 2019.

Links | BibTeX | Tags:

de Prates, Raphael Felipe Carvalho; Schwartz, William Robson

Kernel cross-view collaborative representation based classification for person re-identification Journal Article

Journal of Visual Communication and Image Representation, 58 (1), pp. 304-315, 2019.

Links | BibTeX | Tags: Kernel collaborative representation based classification, Person Re-Identification

Caetano, Carlos; de Melo, Victor H C; Brémond, François; dos Santos, Jefersson A; Schwartz, William Robson

Magnitude-Orientation Stream network and depth information applied to activity recognition Journal Article

Journal of Visual Communication and Image Representation, 63 , pp. 102596, 2019, ISSN: 1047-3203.

Abstract | Links | BibTeX | Tags:

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

Multi-Task Learning for Low-Resolution License Plate Recognition Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-10, 2019.

Links | BibTeX | Tags:

Vareto, Rafael Henrique; Diniz, Matheus Alves; Schwartz, William Robson

Face Spoofing Detection on Low-Power Devices using Embeddings with Spatial and Frequency-based Descriptors Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-10, 2019.

Links | BibTeX | Tags:

de Lima, Vitor Cezar; Schwartz, William Robson

Gait Recognition using Pose Estimation and Signal Processing Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-10, 2019.

Links | BibTeX | Tags:

Bastos, Igor; de Melo, Victor Hugo Cunha; Schwartz, William Robson

Multi-Loss Recurrent Residual Networks for Gesture Detection and Recognition Inproceedings

Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2019.

Links | BibTeX | Tags:

Mendes, G; Paiva, Jose Gustavo; Schwartz, William Robson

Point-placement techniques and Temporal Self-similarity Maps for Visual Analysis of Surveillance Videos Inproceedings

International Conference Information Visualisation, pp. 1-8, 2019.

BibTeX | Tags:

Caetano, Carlos; Bremond, Francois; Schwartz, William Robson

Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints Inproceedings

Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2019.

Links | BibTeX | Tags:

Caetano, Carlos; Souza, Jessica; Bremond, Francois; Santos, Jefersson; Schwartz, William Robson

SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition Inproceedings

16th International Conference on Advanced Video and Signal-based Surveillance (AVSS), pp. 1-6, 2019.

Links | BibTeX | Tags:

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

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

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

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

de Prates, Raphael Felipe Carvalho; Schwartz, William Robson

Kernel multiblock partial least squares for a scalable and multicamera person reidentification system Journal Article

pp. 1-33, 2018.

Links | BibTeX | Tags: Kernel Partial Least Squares, Partial Least Squares, Person Re-Identification

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

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

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

Laroca, R; Severo, E; Zanlorensi, L A; Oliveira, L S; Gon�alves, G R; Schwartz, W R; Menotti, D

A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector Inproceedings

2018 International Joint Conference on Neural Networks (IJCNN), pp. 1-10, 2018.

Links | BibTeX | Tags:

Ferreira, Gabriel Sousa; Padua, Flavio Luis Cardeal; Schwartz, William Robson; Rodrigues, Marco Tulio Alves Nolasco

Mapping Sports Interest with Social Network Inproceedings

XV Encontro Nacional de Inteligencia Artificial e Computacional (ENIAC), pp. 1-12, 2018.

Links | BibTeX | Tags:

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

Face Verification Strategies for Employing Deep Models Inproceedings

13th IEEE International Conference on Automatic Face & Gesture Recognition, pp. 258-262, 2018.

Links | BibTeX | Tags: Artificial Neural Networks, Face Verification, GigaFrames, Metric Learning, Transfer Learning

Jordao, Artur; Junior, Antonio Carlos Nazare; Sena, Jessica; Schwartz, William Robson

Human Activity Recognition based on Wearable Sensor Data: A Benchmark Journal Article

arXiv, pp. 1-12, 2018.

Links | BibTeX | Tags: Activity Recognition Based on Wearable Sensors, Benchmark on Activity Recognition based on Wearable Sensors, Wearable Sensors

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

Latent hypernet: Exploring all Layers from Convolutional Neural Networks Inproceedings

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

Jordao, Artur; Torres, Leonardo Antônio Borges; Schwartz, William Robson

Novel Approaches to Human Activity Recognition based on Accelerometer Data Journal Article

12 (7), pp. 1387–1394, 2018.

Links | BibTeX | Tags: Activity Recognition Based on Wearable Sensors, HAR-HEALTH, 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

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

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

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

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

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

ArXiv e-prints, 2018.

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

Prates, Raphael; Schwartz, William Robson

Kernel Multiblock Partial Least Squares for a Scalable and Multicamera Person Reidentification System Journal Article

Journal of Electronic Imaging, 27 (3), pp. 1-33, 2018.

Links | BibTeX | Tags:

Sales, Anderson Luis Cavalcanti; Vareto, Rafael Henrique; Schwartz, William Robson; Chavez, Guillermo Camara

Single-Shot Person Re-Identification Combining Similarity Metrics and Support Vectors Inproceedings

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

Links | BibTeX | Tags:

2017

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

Vareto, Rafael Henrique; da Silva, Samira Santos; de Costa, Filipe Oliveira; Schwartz, William Robson

Towards Open-Set Face Recognition using Hashing Functions Inproceedings

International Joint Conference on Biometrics (IJCB), pp. 1-8, 2017.

Links | BibTeX | Tags: Face Recognition, Open-Set Classification

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

Bastos, Igor Leonardo Oliveira; Schwartz, William Robson

Assigning Relative Importance to Scene Elements Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017.

Links | BibTeX | Tags: Assigning Relative Importance to Scene Elements, Importance Annotation for VIP and UIUC Pascal Sentence Datasets, Importance Assignment

Junior, Carlos Antonio Caetano; de Melo, Victor Hugo Cunha; dos Santos, Jefersson Alex; Schwartz, William Robson

Activity Recognition based on a Magnitude-Orientation Stream Network Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017.

Links | BibTeX | Tags: Activity Recognition, Deep Learning, GigaFrames

Vareto, Rafael Henrique; da Silva, Samira Santos; de Costa, Filipe Oliveira; Schwartz, William Robson

Face Verification based on Relational Disparity Features and Partial Least Squares Models Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017.

Links | BibTeX | Tags: Face Recognition, Face Verification

2016

de Prates, Raphael Felipe Carvalho; Schwartz, William Robson

Kernel Hierarchical PCA for Person Re-Identification Inproceedings

IAPR International Conference on Pattern Recognition (ICPR), 2016.

Abstract | Links | BibTeX | Tags: Kernel Hierarchical PCA, Kernel Partial Least Squares, Partial Least Squares, Person Re-Identification

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

A Late Fusion Approach to Combine Multiple Pedestrian Detectors Inproceedings

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

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

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+

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

License Plate Recognition based on Temporal Redundancy Inproceedings

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

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

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

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

de Prates, Raphael Felipe Carvalho; Dutra, Cristianne Rodrigues Santos; Schwartz, William Robson

Predominant Color Name Indexing Structure for Person Re-Identification Inproceedings

IEEE International Conference on Image Processing (ICIP), 2016.

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

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

Kernel Partial Least Squares for Person Re-Identification Inproceedings

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

Abstract | 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

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.

Abstract | 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.

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

Rodrigues, Marco Tulio Alves

Detecção de Mudanças em Cenas Terrestres usando Imagens Aéreas PhD Thesis

2016.

Abstract | Links | BibTeX | Tags: Change Detection

dos Junior, Cassio Elias Santos; Kijak, Ewa; Gravier, Guillaume; Schwartz, William Robson

Partial least squares for face hashing Journal Article

Neurocomputing, 213 , pp. 34–47, 2016.

Links | BibTeX | Tags: Face Identification, Face Recognition, Featured Publication, Partial Least Squares

Junior, Antonio Carlos Nazare; Schwartz, William Robson

A scalable and flexible framework for smart video surveillance Journal Article

Computer Vision and Image Understanding, 144 (C), pp. 258–275, 2016.

Links | BibTeX | Tags: Smart Surveillance, Smart Surveillance Framework, SSF, Surveillance Systems, VER+, Video Surveillance

Rodrigues, Marco Tulio Alves; de Mesquita, Daniel Balbino; Nascimento, Erickson R; Schwartz, William Robson

Change detection based on feature invariant to monotonic transforms and spatially constrained matching Journal Article

Journal of Electronic Imaging, 25 (1), pp. 1-10, 2016.

Links | BibTeX | Tags: Change Detection

120 entries « 1 of 3 »

120 entries « 1 of 3 »

2019

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

Pruning Deep Networks using Partial Least Squares Inproceedings

British Machine Vision Conference (BMVC) Workshops, pp. 1-9, 2019.

Links | BibTeX | Tags:

Raphael Felipe Carvalho de Prates; William Robson Schwartz

Kernel cross-view collaborative representation based classification for person re-identification Journal Article

Journal of Visual Communication and Image Representation, 58 (1), pp. 304-315, 2019.

Links | BibTeX | Tags: Kernel collaborative representation based classification, Person Re-Identification

Carlos Caetano; Victor H C de Melo; François Brémond; Jefersson A dos Santos; William Robson Schwartz

Magnitude-Orientation Stream network and depth information applied to activity recognition Journal Article

Journal of Visual Communication and Image Representation, 63 , pp. 102596, 2019, ISSN: 1047-3203.

Abstract | Links | BibTeX | Tags:

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

Multi-Task Learning for Low-Resolution License Plate Recognition Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-10, 2019.

Links | BibTeX | Tags:

Rafael Henrique Vareto; Matheus Alves Diniz; William Robson Schwartz

Face Spoofing Detection on Low-Power Devices using Embeddings with Spatial and Frequency-based Descriptors Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-10, 2019.

Links | BibTeX | Tags:

Vitor Cezar de Lima; William Robson Schwartz

Gait Recognition using Pose Estimation and Signal Processing Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-10, 2019.

Links | BibTeX | Tags:

Igor Bastos; Victor Hugo Cunha de Melo; William Robson Schwartz

Multi-Loss Recurrent Residual Networks for Gesture Detection and Recognition Inproceedings

Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2019.

Links | BibTeX | Tags:

G Mendes; Jose Gustavo Paiva; William Robson Schwartz

Point-placement techniques and Temporal Self-similarity Maps for Visual Analysis of Surveillance Videos Inproceedings

International Conference Information Visualisation, pp. 1-8, 2019.

BibTeX | Tags:

Carlos Caetano; Francois Bremond; William Robson Schwartz

Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints Inproceedings

Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2019.

Links | BibTeX | Tags:

Carlos Caetano; Jessica Souza; Francois Bremond; Jefersson Santos; William Robson Schwartz

SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition Inproceedings

16th International Conference on Advanced Video and Signal-based Surveillance (AVSS), pp. 1-6, 2019.

Links | BibTeX | Tags:

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

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

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

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

Raphael Felipe Carvalho de Prates; William Robson Schwartz

Kernel multiblock partial least squares for a scalable and multicamera person reidentification system Journal Article

pp. 1-33, 2018.

Links | BibTeX | Tags: Kernel Partial Least Squares, Partial Least Squares, Person Re-Identification

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

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

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

R Laroca; E Severo; L A Zanlorensi; L S Oliveira; G R Gon�alves; W R Schwartz; D Menotti

A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector Inproceedings

2018 International Joint Conference on Neural Networks (IJCNN), pp. 1-10, 2018.

Links | BibTeX | Tags:

Gabriel Sousa Ferreira; Flavio Luis Cardeal Padua; William Robson Schwartz; Marco Tulio Alves Nolasco Rodrigues

Mapping Sports Interest with Social Network Inproceedings

XV Encontro Nacional de Inteligencia Artificial e Computacional (ENIAC), pp. 1-12, 2018.

Links | BibTeX | Tags:

Ricardo Barbosa Kloss; Artur Jordao; William Robson Schwartz

Face Verification Strategies for Employing Deep Models Inproceedings

13th IEEE International Conference on Automatic Face & Gesture Recognition, pp. 258-262, 2018.

Links | BibTeX | Tags: Artificial Neural Networks, Face Verification, GigaFrames, Metric Learning, Transfer Learning

Artur Jordao; Antonio Carlos Nazare Junior; Jessica Sena; William Robson Schwartz

Human Activity Recognition based on Wearable Sensor Data: A Benchmark Journal Article

arXiv, pp. 1-12, 2018.

Links | BibTeX | Tags: Activity Recognition Based on Wearable Sensors, Benchmark on Activity Recognition based on Wearable Sensors, Wearable Sensors

Artur Jordao; Ricardo Barbosa Kloss; William Robson Schwartz

Latent hypernet: Exploring all Layers from Convolutional Neural Networks Inproceedings

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

Artur Jordao; Leonardo Antônio Borges Torres; William Robson Schwartz

Novel Approaches to Human Activity Recognition based on Accelerometer Data Journal Article

12 (7), pp. 1387–1394, 2018.

Links | BibTeX | Tags: Activity Recognition Based on Wearable Sensors, HAR-HEALTH, 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

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

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

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

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

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

ArXiv e-prints, 2018.

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

Raphael Prates; William Robson Schwartz

Kernel Multiblock Partial Least Squares for a Scalable and Multicamera Person Reidentification System Journal Article

Journal of Electronic Imaging, 27 (3), pp. 1-33, 2018.

Links | BibTeX | Tags:

Anderson Luis Cavalcanti Sales; Rafael Henrique Vareto; William Robson Schwartz; Guillermo Camara Chavez

Single-Shot Person Re-Identification Combining Similarity Metrics and Support Vectors Inproceedings

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

Links | BibTeX | Tags:

2017

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

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

Rafael Henrique Vareto; Samira Santos da Silva; Filipe Oliveira de Costa; William Robson Schwartz

Towards Open-Set Face Recognition using Hashing Functions Inproceedings

International Joint Conference on Biometrics (IJCB), pp. 1-8, 2017.

Links | BibTeX | Tags: Face Recognition, Open-Set Classification

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

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

Igor Leonardo Oliveira Bastos; William Robson Schwartz

Assigning Relative Importance to Scene Elements Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017.

Links | BibTeX | Tags: Assigning Relative Importance to Scene Elements, Importance Annotation for VIP and UIUC Pascal Sentence Datasets, Importance Assignment

Carlos Antonio Caetano Junior; Victor Hugo Cunha de Melo; Jefersson Alex dos Santos; William Robson Schwartz

Activity Recognition based on a Magnitude-Orientation Stream Network Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017.

Links | BibTeX | Tags: Activity Recognition, Deep Learning, GigaFrames

Rafael Henrique Vareto; Samira Santos da Silva; Filipe Oliveira de Costa; William Robson Schwartz

Face Verification based on Relational Disparity Features and Partial Least Squares Models Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017.

Links | BibTeX | Tags: Face Recognition, Face Verification

2016

Raphael Felipe Carvalho de Prates; William Robson Schwartz

Kernel Hierarchical PCA for Person Re-Identification Inproceedings

IAPR International Conference on Pattern Recognition (ICPR), 2016.

Abstract | Links | BibTeX | Tags: Kernel Hierarchical PCA, Kernel Partial Least Squares, Partial Least Squares, Person Re-Identification

Artur Jordao; Jessica Sena; William Robson Schwartz

A Late Fusion Approach to Combine Multiple Pedestrian Detectors Inproceedings

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

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

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

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+

Gabriel Resende Gonçalves; David Menotti; William Robson Schwartz

License Plate Recognition based on Temporal Redundancy Inproceedings

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

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

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

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

Raphael Felipe Carvalho de Prates; Cristianne Rodrigues Santos Dutra; William Robson Schwartz

Predominant Color Name Indexing Structure for Person Re-Identification Inproceedings

IEEE International Conference on Image Processing (ICIP), 2016.

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

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

Kernel Partial Least Squares for Person Re-Identification Inproceedings

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

Abstract | 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

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.

Abstract | 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.

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

Marco Tulio Alves Rodrigues

Detecção de Mudanças em Cenas Terrestres usando Imagens Aéreas PhD Thesis

2016.

Abstract | Links | BibTeX | Tags: Change Detection

Cassio Elias Santos dos Junior; Ewa Kijak; Guillaume Gravier; William Robson Schwartz

Partial least squares for face hashing Journal Article

Neurocomputing, 213 , pp. 34–47, 2016.

Links | BibTeX | Tags: Face Identification, Face Recognition, Featured Publication, Partial Least Squares

Antonio Carlos Nazare Junior; William Robson Schwartz

A scalable and flexible framework for smart video surveillance Journal Article

Computer Vision and Image Understanding, 144 (C), pp. 258–275, 2016.

Links | BibTeX | Tags: Smart Surveillance, Smart Surveillance Framework, SSF, Surveillance Systems, VER+, Video Surveillance

Marco Tulio Alves Rodrigues; Daniel Balbino de Mesquita; Erickson R Nascimento; William Robson Schwartz

Change detection based on feature invariant to monotonic transforms and spatially constrained matching Journal Article

Journal of Electronic Imaging, 25 (1), pp. 1-10, 2016.

Links | BibTeX | Tags: Change Detection

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