William Robson Schwartz

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 106

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Rafael Henrique Vareto, Yu Linghu, Terrance E. Boult, William Robson Schwartz, Manuel Günther
Open-set face recognition with maximal entropy and Objectosphere loss. Image Vis. Comput. 141 (2024)
Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti
Super-resolution of license plate images using attention modules and sub-pixel convolution layers. Comput. Graph. 113 (2023)
Rafael Henrique Vareto, Manuel Günther, William Robson Schwartz
Open-Set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. SIBGRAPI (2023)
Jessica Sena, Mohammad Tahsin Mostafiz, Jiaqing Zhang, Andrea Davidson, Sabyasachi Bandyopadhyay, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Tyler J. Loftus, William Robson Schwartz, Azra Bihorac, Parisa Rashidi
The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU). CoRR (2023)
Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti
Super-Resolution of License Plate Images Using Attention Modules and Sub-Pixel Convolution Layers. CoRR (2023)
Rafael Henrique Vareto, William Robson Schwartz
Open-set Face Recognition using Ensembles trained on Clustered Data. CoRR (2023)
Rafael Henrique Vareto, Manuel Günther, William Robson Schwartz
Open-set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. CoRR (2023)
Jessica Sena, Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz, Andrea Davidson, Ziyuan Guan, Jesimon Barreto, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, William Robson Schwartz, Parisa Rashidi
Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data. BIBM (2023)
Rafael Henrique Vareto, Yu Linghu, Terrance E. Boult, William Robson Schwartz, Manuel Günther
Open-Set Face Recognition with Maximal Entropy and Objectosphere Loss. CoRR (2023)
Gabriel Resende Gonçalves, Jessica Sena, William Robson Schwartz, Carlos Antônio Caetano Jr.
Pixel-level Class-Agnostic Object Detection using Texture Quantization. SIBGRAPI (2022)
Igor L. O. Bastos, Victor Hugo Cunha de Melo, Raphael Felipe de Carvalho Prates, William Robson Schwartz
DASP: Dual-autoencoder Architecture for Skin Prediction. ICIAP (2) (2022)
Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti
Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution. SIBGRAPI (2022)
Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti
Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution. CoRR (2022)
Rafael Henrique Vareto, William Robson Schwartz
Face spoofing detection via ensemble of classifiers toward low-power devices. Pattern Anal. Appl. 24 (2) (2021)
Gabriel Salomon, Alceu S. Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti
Open-set Face Recognition for Small Galleries Using Siamese Networks. CoRR (2021)
Vitor de Lima, Victor Hugo Cunha de Melo, William Robson Schwartz
Correction to: Simple and efficient pose-based gait recognition method for challenging environments. Pattern Anal. Appl. 24 (2) (2021)
Artur Jordão, Maiko M. I. Lie, Victor Hugo Cunha de Melo, William Robson Schwartz
Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method. WACV (2021)
Renato Sergio Lopes Junior, William Robson Schwartz
Analyzing the Effects of Dimensionality Reduction for Unsupervised Domain Adaptation. SIBGRAPI (2021)
Vitor de Lima, Victor Hugo Cunha de Melo, William Robson Schwartz
Simple and efficient pose-based gait recognition method for challenging environments. Pattern Anal. Appl. 24 (2) (2021)
Jessica Sena, Artur Jordão, William Robson Schwartz
A content-based late fusion approach applied to pedestrian detection. J. Vis. Commun. Image Represent. 77 (2021)
Augusto Figueiredo, Johnata Brayan, Renan Oliveira Reis, Raphael C. Prates, William Robson Schwartz
MoRe: A Large-Scale Motorcycle Re-Identification Dataset. WACV (2021)
Matheus Alves Diniz, William Robson Schwartz
Face Attributes as Cues for Deep Face Recognition Understanding. CoRR (2021)
Jessica Sena, Jesimon Barreto Santos, Carlos Caetano, Guilherme Cramer, William Robson Schwartz
Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble. Neurocomputing 444 (2021)
Luiz Eduardo Coelho Lima, Raphael Felipe de Carvalho Prates, William Robson Schwartz
A Generative Approach for Face Mask Removal Using Audio and Appearance. SIBGRAPI (2021)
Artur Jordão, Fernando Yamada, William Robson Schwartz
Deep network compression based on partial least squares. Neurocomputing 406 (2020)
Rensso Mora Colque, Edward Cayllahua, Victor C. de Melo, Guillermo Cámara Chávez, William Robson Schwartz
Anomaly Event Detection based on People Trajectories for Surveillance Videos. VISIGRAPP (5: VISAPP) (2020)
Artur Jordão, Fernando Akio, Maiko M. I. Lie, William Robson Schwartz
Stage-Wise Neural Architecture Search. ICPR (2020)
Gabriel Salomon, Alceu de Souza Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti
Open-set Face Recognition for Small Galleries Using Siamese Networks. IWSSIP (2020)
Matheus Alves Diniz, William Robson Schwartz
Face Attributes as Cues for Deep Face Recognition Understanding. FG (2020)
Artur Jordão, Fernando Akio, Maiko Lie, William Robson Schwartz
Depth-Wise Neural Architecture Search. CoRR (2020)
Igor L. O. Bastos, Victor Hugo Cunha de Melo, William Robson Schwartz
Bubblenet: A Disperse Recurrent Structure To Recognize Activities. ICIP (2020)
Rafael Henrique Vareto, William Robson Schwartz
Unconstrained Face Identification using Ensembles trained on Clustered Data. IJCB (2020)
Artur Jordão, Maiko Lie, William Robson Schwartz
Discriminative Layer Pruning for Convolutional Neural Networks. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Renan Oliveira Reis, Igor Henrique Dias, Raphael C. Prates, William Robson Schwartz
Cycleptz: The Learning-Based Control Method For Master-Slave Camera Systems. ICIP (2020)
Rafael Henrique Vareto, Araceli Marcia Saldanha, William Robson Schwartz
The Swax Benchmark: Attacking Biometric Systems with Wax Figures. ICASSP (2020)
Raphael C. Prates, William Robson Schwartz
Kernel cross-view collaborative representation based classification for person re-identification. J. Vis. Commun. Image Represent. 58 (2019)
Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz
Multi-task Learning for Low-Resolution License Plate Recognition. CIARP (2019)
Rayson Laroca, Luiz A. Zanlorensi, Gabriel Resende Gonçalves, Eduardo Todt, William Robson Schwartz, David Menotti
An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector. CoRR (2019)
Carlos Caetano, François Brémond, William Robson Schwartz
Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints. CoRR (2019)
Carlos Caetano, Victor Hugo Cunha de Melo, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
Magnitude-Orientation Stream network and depth information applied to activity recognition. J. Vis. Commun. Image Represent. 63 (2019)
Vitor de Lima, William Robson Schwartz
Gait Recognition Using Pose Estimation and Signal Processing. CIARP (2019)
Rayson Laroca, Victor Barroso, Matheus Alves Diniz, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti
Convolutional Neural Networks for Automatic Meter Reading. CoRR (2019)
Rafael Henrique Vareto, Matheus Alves Diniz, William Robson Schwartz
Face Spoofing Detection on Low-Power Devices Using Embeddings with Spatial and Frequency-Based Descriptors. CIARP (2019)
Carlos Caetano, François Brémond, William Robson Schwartz
Skeleton Image Representation for 3D Action Recognition Based on Tree Structure and Reference Joints. SIBGRAPI (2019)
Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition. AVSS (2019)
Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, William Robson Schwartz, Jefersson A. dos Santos
An Introduction to Deep Morphological Networks. CoRR (2019)
Artur Jordão, Maiko Lie, Victor Hugo Cunha de Melo, William Robson Schwartz
Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method. CoRR (2019)
Rafael Henrique Vareto, Araceli Marcia Saldanha, William Robson Schwartz
The SWAX Benchmark: Attacking Biometric Systems with Wax Figures. CoRR (2019)
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)
Igor L. O. Bastos, Victor Hugo Cunha de Melo, William Robson Schwartz
Multi-Loss Recurrent Residual Networks for Gesture Detection and Recognition. SIBGRAPI (2019)
Rayson Laroca, Victor Barroso, Matheus Alves Diniz, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti
Convolutional neural networks for automatic meter reading. J. Electronic Imaging 28 (1) (2019)
Gilson Mendes, José Gustavo de Souza Paiva, William Robson Schwartz
Point-Placement Techniques and Temporal Self-Similarity Maps for Visual Analysis of Surveillance Videos. IV (1) (2019)
Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition. CoRR (2019)
Artur Jordão, Ricardo Barbosa Kloss, William Robson Schwartz
Latent HyperNet: Exploring the Layers of Convolutional Neural Networks. IJCNN (2018)
Rayson Laroca, Evair Severo, Luiz A. Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti
A Robust Real-Time Automatic License Plate Recognition based on the YOLO Detector. CoRR (2018)
Igor L. O. Bastos, Victor Hugo Cunha de Melo, Gabriel Resende Gonçalves, William Robson Schwartz
MORA: A Generative Approach to Extract Spatiotemporal Information Applied to Gesture Recognition. AVSS (2018)
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos
Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks. CoRR (2018)
Antônio Carlos de Nazaré Jr., Filipe de Oliveira Costa, William Robson Schwartz
Content-Based Multi-Camera Video Alignment using Accelerometer Data. AVSS (2018)
Raphael C. Prates, William Robson Schwartz
Kernel multiblock partial least squares for a scalable and multicamera person reidentification system. J. Electronic Imaging 27 (03) (2018)
Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz
Statistical Measures from Co-occurrence of Codewords for Action Recognition. VISIGRAPP (5: VISAPP) (2018)
Ricardo Barbosa Kloss, Artur Jordão, William Robson Schwartz
Face Verification: Strategies for Employing Deep Models. FG (2018)
Jessica Sena, Artur Jordão, William Robson Schwartz
A Content-Based Late Fusion Approach Applied to Pedestrian Detection. CoRR (2018)
Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz
Real-Time Automatic License Plate Recognition through Deep Multi-Task Networks. SIBGRAPI (2018)
Gabriel Resende Gonçalves, Antônio Carlos de Nazaré Jr., Matheus Alves Diniz, Luiz Eduardo Coelho Lima, William Robson Schwartz
AVSS Challenges 2018 Soft Biometric Retrieval Using Deep Multi-Task Network. AVSS (2018)
Artur Jordão, Fernando Yamada, William Robson Schwartz
Pruning Deep Neural Networks using Partial Least Squares. CoRR (2018)
Victor Hugo Cunha de Melo, Jesimon Barreto Santos, Carlos Caetano, Jessica Sena, Otávio Augusto Bizetto Penatti, William Robson Schwartz
Object-Based Temporal Segment Relational Network for Activity Recognition. SIBGRAPI (2018)
Anderson Luis Cavalcanti Sales, Rafael Henrique Vareto, William Robson Schwartz, Guillermo Cámara Chávez
Single-Shot Person Re-Identification Combining Similarity Metrics and Support Vectors. SIBGRAPI (2018)
Artur Jordão, Leonardo Antônio Borges Torres, William Robson Schwartz
Novel approaches to human activity recognition based on accelerometer data. Signal Image Video Process. 12 (7) (2018)
Rayson Laroca, Evair Severo, Luiz A. Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti
A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector. IJCNN (2018)
Renan Oliveira Reis, Igor Dias, William Robson Schwartz
Neural Network Control for Active Cameras Using Master-Slave Setup. AVSS (2018)
Artur Jordão, Antonio C. Nazare Jr., Jessica Sena, William Robson Schwartz
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art. CoRR (2018)
Jessica Sena, Jesimon Barreto Santos, William Robson Schwartz
Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors. EUSIPCO (2018)
William Robson Schwartz, Larry S. Davis
Preface of Special Issue on Data Representation and Representation Learning for Video Analysis. Pattern Recognit. Lett. 114 (2018)
Rensso Mora Colque, Carlos Caetano, Victor Hugo Cunha de Melo, Guillermo Cámara Chávez, William Robson Schwartz
Novel Anomalous Event Detection based on Human-object Interactions. VISIGRAPP (5: VISAPP) (2018)
Eduardo José da S. Luz, Gladston J. P. Moreira, Luiz S. Oliveira, William Robson Schwartz, David Menotti
Learning Deep Off-the-Person Heart Biometrics Representations. IEEE Trans. Inf. Forensics Secur. 13 (5) (2018)
Sirlene Peixoto, Gabriel Resende Gonçalves, Andrea Bianchi, Alceu De S. Brito, William Robson Schwartz, David Menotti
Noisy Character Recognition Using Deep Convolutional Neural Networks. CIARP (2017)
Rafael Henrique Vareto, Samira Silva, Filipe de Oliveira Costa, William Robson Schwartz
Towards open-set face recognition using hashing functions. IJCB (2017)
Carlos Caetano, Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz
Activity Recognition based on a Magnitude-Orientation Stream Network. CoRR (2017)
Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos, William Robson Schwartz, David Menotti
Combination techniques for hyperspectral image interpretation. IGARSS (2017)
Rafael Henrique Vareto, Samira Santos Da Silva, Filipe de Oliveira Costa, William Robson Schwartz
Face Verification Based on Relational Disparity Features and Partial Least Squares Models. SIBGRAPI (2017)
Ricardo Barbosa Kloss, Artur Jordão, William Robson Schwartz
Boosted Projection: An Ensemble of Transformation Models. CIARP (2017)
Vitor de Lima, Thierry Pinheiro Moreira, Hélio Pedrini, William Robson Schwartz
Fast Scalable Coding based on a 3D Low Bit Rate Fractal Video Encoder. VISIGRAPP (4: VISAPP) (2017)
Igor Leonardo Oliveira Bastos, William Robson Schwartz
Assigning Relative Importance to Scene Elements. SIBGRAPI (2017)
Carlos Antônio Caetano Jr., Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz
Activity Recognition Based on a Magnitude-Orientation Stream Network. SIBGRAPI (2017)
Igor L. O. Bastos, Larissa Rocha Soares, William Robson Schwartz
Pyramidal Zernike Over Time: A Spatiotemporal Feature Descriptor Based on Zernike Moments. CIARP (2017)
Rensso Victor Hugo Mora Colque, Carlos Caetano, Matheus Toledo Lustosa de Andrade, William Robson Schwartz
Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos. IEEE Trans. Circuits Syst. Video Technol. 27 (3) (2017)
Artur Jordão, Ricardo Barbosa Kloss, William Robson Schwartz
Latent hypernet: Exploring all Layers from Convolutional Neural Networks. CoRR (2017)
Raphael C. Prates, Marina Oliveira, William Robson Schwartz
Kernel Partial Least Squares for person re-identification. AVSS (2016)
Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz
Benchmark for license plate character segmentation. J. Electronic Imaging 25 (5) (2016)
Marco Túlio Alves N. Rodrigues, Daniel Balbino de Mesquita, Erickson R. Nascimento, William Robson Schwartz
Change detection based on features invariant to monotonic transforms and spatially constrained matching. J. Electronic Imaging 25 (1) (2016)
Antonio C. Nazare Jr., William Robson Schwartz
A scalable and flexible framework for smart video surveillance. Comput. Vis. Image Underst. 144 (2016)
Raphael Felipe de Carvalho Prates, William Robson Schwartz
Kernel Cross-View Collaborative Representation based Classification for Person Re-Identification. CoRR (2016)
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos
Learning to semantically segment high-resolution remote sensing images. ICPR (2016)
Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz
Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor. ICPR (2016)
Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz
Errata: Benchmark for license plate character segmentation. J. Electronic Imaging 25 (6) (2016)
Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz
A Benchmark for License Plate Character Segmentation. CoRR (2016)
Raphael C. Prates, Cristianne R. S. Dutra, William Robson Schwartz
Predominant color name indexing structure for person re-identification. ICIP (2016)
Raphael Felipe de Carvalho Prates, William Robson Schwartz
Kernel Hierarchical PCA for person re-identification. ICPR (2016)
Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo
A mid-level video representation based on binary descriptors: A case study for pornography detection. Neurocomputing 213 (2016)
Artur Jordão, Jessica Sena de Souza, William Robson Schwartz
A late fusion approach to combine multiple pedestrian detectors. ICPR (2016)

William Robson Schwartz.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

William Robson Schwartz