William Robson Schwartz

196 papers A* 1A 6B 38C 18Misc 2Journal 79Unranked 49

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Distance Transform Loss: Boundary-aware segmentation of seismic data. Comput. Geosci. Rafael Henrique Vareto, Ricardo Szczerbacki, Luiz A. Lima, Pedro O. S. Vaz-de-Melo, William Robson Schwartz
2025	J	`jnl`	A Principled Benchmark for Seismic Data Segmentation. IEEE Trans. Geosci. Remote. Sens. Gabriel L. Canguçu, Leonardo M. S. Jorge, Gabriela T. Barreto, Thales H. Silva, Luiz A. Lima, Walace S. Caldas, Carlos G. S. Tavares, William Robson Schwartz, Pedro O. S. Vaz-de-Melo, Alexei M. C. Machado
2025	B	`conf`	Axial Sphere Loss: Encouraging Open-Space Risk Minimization in Face Identification Tasks. FG Rafael Henrique Vareto, William Robson Schwartz
2025	—	`conf`	Fortifying Reversible Face Anonymization: A Secure Image Embedding Loss to Prevent Identity Leakage. SIBGRAPI Luiz Eduardo Coelho Lima, William Robson Schwartz
2025	J	`jnl`	Toward Advancing License Plate Super-Resolution in Real-World Scenarios: A Dataset and Benchmark. CoRR Valfride Nascimento, Gabriel E. Lima, Rafael O. Ribeiro, William Robson Schwartz, Rayson Laroca, David Menotti
2025	J	`jnl`	Toward Advancing License Plate Super-Resolution in Real-World Scenarios: A Dataset and Benchmark. J. Braz. Comput. Soc. Valfride Nascimento, Gabriel E. Lima, Rafael O. Ribeiro, William Robson Schwartz, Rayson Laroca, David Menotti
2025	—	`conf`	Unsupervised Analysis of Cyclist Performance for Route Segmentation and Ranking. ICINCO (1) Rensso Mora Colque, William Robson Schwartz
2025	J	`jnl`	VESSA: Video-based objEct-centric Self-Supervised Adaptation for Visual Foundation Models. CoRR Jesimon Barreto, Carlos Caetano, André Araújo, William Robson Schwartz
2025	—	`conf`	VideoFakeD: Video-Based Deepfake Detection. SIBGRAPI Igor L. O. Bastos, Anderson R. Rocha, William Robson Schwartz
2024	—	`conf`	DPR-V2S: A Deep Framework for Periocular Recognition in Surveillance Environments. SIBGRAPI Luiz Guilherme Fonseca Carreira, David Menotti, William Robson Schwartz
2024	—	`conf`	Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven Approach. SIBGRAPI Valfride Nascimento, Rayson Laroca, Rafael O. Ribeiro, William Robson Schwartz, David Menotti
2024	J	`jnl`	Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven Approach. CoRR Valfride Nascimento, Rayson Laroca, Rafael O. Ribeiro, William Robson Schwartz, David Menotti
2024	J	`jnl`	Open-set face recognition with maximal entropy and Objectosphere loss. Image Vis. Comput. Rafael Henrique Vareto, Yu Linghu, Terrance E. Boult, William Robson Schwartz, Manuel Günther
2024	B	`conf`	Watchlist Challenge: 3 IJCB Furkan Kasim, Terrance E. Boult, Rensso Mora, Bernardo Biesseck, Rafael O. Ribeiro, Jan Schlueter, Tomás Repák, Rafael Henrique Vareto, David Menotti, William Robson Schwartz, Manuel Günther
2024	J	`jnl`	Watchlist Challenge: 3rd Open-set Face Detection and Identification. CoRR Furkan Kasim, Terrance E. Boult, Rensso Mora, Bernardo Biesseck, Rafael O. Ribeiro, Jan Schlueter, Tomás Repák, Rafael Henrique Vareto, David Menotti, William Robson Schwartz, Manuel Günther
2023	—	`conf`	Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data. BIBM 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
2023	J	`jnl`	Open-Set Face Recognition with Maximal Entropy and Objectosphere Loss. CoRR Rafael Henrique Vareto, Yu Linghu, Terrance E. Boult, William Robson Schwartz, Manuel Günther
2023	—	`conf`	Open-Set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. SIBGRAPI Rafael Henrique Vareto, Manuel Günther, William Robson Schwartz
2023	J	`jnl`	Open-set Face Recognition using Ensembles trained on Clustered Data. CoRR Rafael Henrique Vareto, William Robson Schwartz
2023	J	`jnl`	Open-set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. CoRR Rafael Henrique Vareto, Manuel Günther, William Robson Schwartz
2023	J	`jnl`	Super-Resolution of License Plate Images Using Attention Modules and Sub-Pixel Convolution Layers. CoRR Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti
2023	J	`jnl`	Super-resolution of license plate images using attention modules and sub-pixel convolution layers. Comput. Graph. Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti
2023	J	`jnl`	The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU). CoRR 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
2022	—	`conf`	Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution. SIBGRAPI Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti
2022	J	`jnl`	Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution. CoRR Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti
2022	—	`conf`	DASP: Dual-autoencoder Architecture for Skin Prediction. ICIAP (2) Igor L. O. Bastos, Victor Hugo Cunha de Melo, Raphael Felipe de Carvalho Prates, William Robson Schwartz
2022	—	`conf`	Pixel-level Class-Agnostic Object Detection using Texture Quantization. SIBGRAPI Gabriel Resende Gonçalves, Jessica Sena, William Robson Schwartz, Carlos Antônio Caetano Jr.
2021	—	`conf`	A Generative Approach for Face Mask Removal Using Audio and Appearance. SIBGRAPI Luiz Eduardo Coelho Lima, Raphael Felipe de Carvalho Prates, William Robson Schwartz
2021	J	`jnl`	A content-based late fusion approach applied to pedestrian detection. J. Vis. Commun. Image Represent. Jessica Sena, Artur Jordão, William Robson Schwartz
2021	—	`conf`	Analyzing the Effects of Dimensionality Reduction for Unsupervised Domain Adaptation. SIBGRAPI Renato Sergio Lopes Junior, William Robson Schwartz
2021	J	`jnl`	Correction to: Simple and efficient pose-based gait recognition method for challenging environments. Pattern Anal. Appl. Vitor de Lima, Victor Hugo Cunha de Melo, William Robson Schwartz
2021	A	`conf`	Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method. WACV Artur Jordão, Maiko M. I. Lie, Victor Hugo Cunha de Melo, William Robson Schwartz
2021	J	`jnl`	Face Attributes as Cues for Deep Face Recognition Understanding. CoRR Matheus Alves Diniz, William Robson Schwartz
2021	J	`jnl`	Face spoofing detection via ensemble of classifiers toward low-power devices. Pattern Anal. Appl. Rafael Henrique Vareto, William Robson Schwartz
2021	J	`jnl`	Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble. Neurocomputing Jessica Sena, Jesimon Barreto Santos, Carlos Caetano, Guilherme Cramer, William Robson Schwartz
2021	A	`conf`	MoRe: A Large-Scale Motorcycle Re-Identification Dataset. WACV Augusto Figueiredo, Johnata Brayan, Renan Oliveira Reis, Raphael C. Prates, William Robson Schwartz
2021	J	`jnl`	Open-set Face Recognition for Small Galleries Using Siamese Networks. CoRR Gabriel Salomon, Alceu S. Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti
2021	J	`jnl`	Simple and efficient pose-based gait recognition method for challenging environments. Pattern Anal. Appl. Vitor de Lima, Victor Hugo Cunha de Melo, William Robson Schwartz
2020	—	`conf`	Anomaly Event Detection based on People Trajectories for Surveillance Videos. VISIGRAPP (5: VISAPP) Rensso Mora Colque, Edward Cayllahua, Victor C. de Melo, Guillermo Cámara Chávez, William Robson Schwartz
2020	B	`conf`	Bubblenet: A Disperse Recurrent Structure To Recognize Activities. ICIP Igor L. O. Bastos, Victor Hugo Cunha de Melo, William Robson Schwartz
2020	B	`conf`	Cycleptz: The Learning-Based Control Method For Master-Slave Camera Systems. ICIP Renan Oliveira Reis, Igor Henrique Dias, Raphael C. Prates, William Robson Schwartz
2020	J	`jnl`	Deep network compression based on partial least squares. Neurocomputing Artur Jordão, Fernando Yamada, William Robson Schwartz
2020	J	`jnl`	Depth-Wise Neural Architecture Search. CoRR Artur Jordão, Fernando Akio, Maiko Lie, William Robson Schwartz
2020	J	`jnl`	Discriminative Layer Pruning for Convolutional Neural Networks. IEEE J. Sel. Top. Signal Process. Artur Jordão, Maiko Lie, William Robson Schwartz
2020	B	`conf`	Face Attributes as Cues for Deep Face Recognition Understanding. FG Matheus Alves Diniz, William Robson Schwartz
2020	—	`conf`	Open-set Face Recognition for Small Galleries Using Siamese Networks. IWSSIP Gabriel Salomon, Alceu de Souza Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti
2020	B	`conf`	Stage-Wise Neural Architecture Search. ICPR Artur Jordão, Fernando Akio, Maiko M. I. Lie, William Robson Schwartz
2020	Misc	`conf`	The Swax Benchmark: Attacking Biometric Systems with Wax Figures. ICASSP Rafael Henrique Vareto, Araceli Marcia Saldanha, William Robson Schwartz
2020	B	`conf`	Unconstrained Face Identification using Ensembles trained on Clustered Data. IJCB Rafael Henrique Vareto, William Robson Schwartz
2019	J	`jnl`	An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector. CoRR Rayson Laroca, Luiz Antonio Zanlorensi, Gabriel Resende Gonçalves, Eduardo Todt, William Robson Schwartz, David Menotti
2019	J	`jnl`	An Introduction to Deep Morphological Networks. CoRR Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, William Robson Schwartz, Jefersson A. dos Santos
2019	J	`jnl`	Convolutional Neural Networks for Automatic Meter Reading. CoRR Rayson Laroca, Victor Barroso, Matheus Alves Diniz, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti
2019	J	`jnl`	Convolutional neural networks for automatic meter reading. J. Electronic Imaging Rayson Laroca, Victor Barroso, Matheus Alves Diniz, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti
2019	J	`jnl`	Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method. CoRR Artur Jordão, Maiko Lie, Victor Hugo Cunha de Melo, William Robson Schwartz
2019	J	`jnl`	Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos
2019	C	`conf`	Face Spoofing Detection on Low-Power Devices Using Embeddings with Spatial and Frequency-Based Descriptors. CIARP Rafael Henrique Vareto, Matheus Alves Diniz, William Robson Schwartz
2019	C	`conf`	Gait Recognition Using Pose Estimation and Signal Processing. CIARP Vitor de Lima, William Robson Schwartz
2019	J	`jnl`	Kernel cross-view collaborative representation based classification for person re-identification. J. Vis. Commun. Image Represent. Raphael C. Prates, William Robson Schwartz
2019	J	`jnl`	Magnitude-Orientation Stream network and depth information applied to activity recognition. J. Vis. Commun. Image Represent. Carlos Caetano, Victor Hugo Cunha de Melo, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
2019	—	`conf`	Multi-Loss Recurrent Residual Networks for Gesture Detection and Recognition. SIBGRAPI Igor L. O. Bastos, Victor Hugo Cunha de Melo, William Robson Schwartz
2019	C	`conf`	Multi-task Learning for Low-Resolution License Plate Recognition. CIARP Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz
2019	—	`conf`	Point-Placement Techniques and Temporal Self-Similarity Maps for Visual Analysis of Surveillance Videos. IV (1) Gilson Mendes, José Gustavo de Souza Paiva, William Robson Schwartz
2019	J	`jnl`	SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition. CoRR Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
2019	B	`conf`	SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition. AVSS Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
2019	—	`conf`	Skeleton Image Representation for 3D Action Recognition Based on Tree Structure and Reference Joints. SIBGRAPI Carlos Caetano, François Brémond, William Robson Schwartz
2019	J	`jnl`	Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints. CoRR Carlos Caetano, François Brémond, William Robson Schwartz
2019	J	`jnl`	The SWAX Benchmark: Attacking Biometric Systems with Wax Figures. CoRR Rafael Henrique Vareto, Araceli Marcia Saldanha, William Robson Schwartz
2018	J	`jnl`	A Content-Based Late Fusion Approach Applied to Pedestrian Detection. CoRR Jessica Sena, Artur Jordão, William Robson Schwartz
2018	B	`conf`	A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector. IJCNN Rayson Laroca, Evair Severo, Luiz Antonio Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti
2018	J	`jnl`	A Robust Real-Time Automatic License Plate Recognition based on the YOLO Detector. CoRR Rayson Laroca, Evair Severo, Luiz Antonio Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti
2018	B	`conf`	AVSS Challenges 2018 Soft Biometric Retrieval Using Deep Multi-Task Network. AVSS Gabriel Resende Gonçalves, Antônio Carlos de Nazaré Jr., Matheus Alves Diniz, Luiz Eduardo Coelho Lima, William Robson Schwartz
2018	B	`conf`	Content-Based Multi-Camera Video Alignment using Accelerometer Data. AVSS Antônio Carlos de Nazaré Jr., Filipe de Oliveira Costa, William Robson Schwartz
2018	J	`jnl`	Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks. CoRR Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos
2018	B	`conf`	Face Verification: Strategies for Employing Deep Models. FG Ricardo Barbosa Kloss, Artur Jordão, William Robson Schwartz
2018	J	`jnl`	Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art. CoRR Artur Jordão, Antonio C. Nazare Jr., Jessica Sena, William Robson Schwartz
2018	J	`jnl`	Kernel multiblock partial least squares for a scalable and multicamera person reidentification system. J. Electronic Imaging Raphael C. Prates, William Robson Schwartz
2018	B	`conf`	Latent HyperNet: Exploring the Layers of Convolutional Neural Networks. IJCNN Artur Jordão, Ricardo Barbosa Kloss, William Robson Schwartz
2018	J	`jnl`	Learning Deep Off-the-Person Heart Biometrics Representations. IEEE Trans. Inf. Forensics Secur. Eduardo José da S. Luz, Gladston J. P. Moreira, Luiz S. Oliveira, William Robson Schwartz, David Menotti
2018	B	`conf`	MORA: A Generative Approach to Extract Spatiotemporal Information Applied to Gesture Recognition. AVSS Igor L. O. Bastos, Victor Hugo Cunha de Melo, Gabriel Resende Gonçalves, William Robson Schwartz
2018	—	`conf`	Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors. EUSIPCO Jessica Sena, Jesimon Barreto Santos, William Robson Schwartz
2018	B	`conf`	Neural Network Control for Active Cameras Using Master-Slave Setup. AVSS Renan Oliveira Reis, Igor Dias, William Robson Schwartz
2018	—	`conf`	Novel Anomalous Event Detection based on Human-object Interactions. VISIGRAPP (5: VISAPP) Rensso Mora Colque, Carlos Caetano, Victor Hugo Cunha de Melo, Guillermo Cámara Chávez, William Robson Schwartz
2018	J	`jnl`	Novel approaches to human activity recognition based on accelerometer data. Signal Image Video Process. Artur Jordão, Leonardo Antônio Borges Torres, William Robson Schwartz
2018	—	`conf`	Object-Based Temporal Segment Relational Network for Activity Recognition. SIBGRAPI Victor Hugo Cunha de Melo, Jesimon Barreto Santos, Carlos Caetano, Jessica Sena, Otávio Augusto Bizetto Penatti, William Robson Schwartz
2018	J	`jnl`	Preface of Special Issue on Data Representation and Representation Learning for Video Analysis. Pattern Recognit. Lett. William Robson Schwartz, Larry S. Davis
2018	J	`jnl`	Pruning Deep Neural Networks using Partial Least Squares. CoRR Artur Jordão, Fernando Yamada, William Robson Schwartz
2018	—	`conf`	Real-Time Automatic License Plate Recognition through Deep Multi-Task Networks. SIBGRAPI Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz
2018	—	`conf`	Single-Shot Person Re-Identification Combining Similarity Metrics and Support Vectors. SIBGRAPI Anderson Luis Cavalcanti Sales, Rafael Henrique Vareto, William Robson Schwartz, Guillermo Cámara Chávez
2018	—	`conf`	Statistical Measures from Co-occurrence of Codewords for Action Recognition. VISIGRAPP (5: VISAPP) Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz
2017	—	`conf`	Activity Recognition Based on a Magnitude-Orientation Stream Network. SIBGRAPI Carlos Antônio Caetano Jr., Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz
2017	J	`jnl`	Activity Recognition based on a Magnitude-Orientation Stream Network. CoRR Carlos Caetano, Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz
2017	—	`conf`	Assigning Relative Importance to Scene Elements. SIBGRAPI Igor Leonardo Oliveira Bastos, William Robson Schwartz
2017	C	`conf`	Boosted Projection: An Ensemble of Transformation Models. CIARP Ricardo Barbosa Kloss, Artur Jordão, William Robson Schwartz
2017	C	`conf`	Combination techniques for hyperspectral image interpretation. IGARSS Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos, William Robson Schwartz, David Menotti
2017	—	`conf`	Face Verification Based on Relational Disparity Features and Partial Least Squares Models. SIBGRAPI Rafael Henrique Vareto, Samira Santos Da Silva, Filipe de Oliveira Costa, William Robson Schwartz
2017	—	`conf`	Fast Scalable Coding based on a 3D Low Bit Rate Fractal Video Encoder. VISIGRAPP (4: VISAPP) Vitor de Lima, Thierry Pinheiro Moreira, Hélio Pedrini, William Robson Schwartz
2017	J	`jnl`	Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos. IEEE Trans. Circuits Syst. Video Technol. Rensso Victor Hugo Mora Colque, Carlos Caetano, Matheus Toledo Lustosa de Andrade, William Robson Schwartz
2017	J	`jnl`	Latent hypernet: Exploring all Layers from Convolutional Neural Networks. CoRR Artur Jordão, Ricardo Barbosa Kloss, William Robson Schwartz
2017	C	`conf`	Noisy Character Recognition Using Deep Convolutional Neural Networks. CIARP Sirlene Peixoto, Gabriel Resende Gonçalves, Andrea Bianchi, Alceu De S. Brito, William Robson Schwartz, David Menotti
2017	C	`conf`	Pyramidal Zernike Over Time: A Spatiotemporal Feature Descriptor Based on Zernike Moments. CIARP Igor L. O. Bastos, Larissa Rocha Soares, William Robson Schwartz
2017	B	`conf`	Towards open-set face recognition using hashing functions. IJCB Rafael Henrique Vareto, Samira Silva, Filipe de Oliveira Costa, William Robson Schwartz
2016	J	`jnl`	A Benchmark for License Plate Character Segmentation. CoRR Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz
2016	J	`jnl`	A Mid-level Video Representation based on Binary Descriptors: A Case Study for Pornography Detection. CoRR Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo
2016	B	`conf`	A late fusion approach to combine multiple pedestrian detectors. ICPR Artur Jordão, Jessica Sena de Souza, William Robson Schwartz
2016	J	`jnl`	A mid-level video representation based on binary descriptors: A case study for pornography detection. Neurocomputing Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo
2016	J	`jnl`	A scalable and flexible framework for smart video surveillance. Comput. Vis. Image Underst. Antonio C. Nazare Jr., William Robson Schwartz
2016	J	`jnl`	Benchmark for license plate character segmentation. J. Electronic Imaging Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz
2016	J	`jnl`	Change detection based on features invariant to monotonic transforms and spatially constrained matching. J. Electronic Imaging Marco Túlio Alves N. Rodrigues, Daniel Balbino de Mesquita, Erickson R. Nascimento, William Robson Schwartz
2016	J	`jnl`	ECG-based heartbeat classification for arrhythmia detection: A survey. Comput. Methods Programs Biomed. Eduardo José da S. Luz, William Robson Schwartz, Guillermo Cámara Chávez, David Menotti
2016	J	`jnl`	Errata: Benchmark for license plate character segmentation. J. Electronic Imaging Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz
2016	J	`jnl`	Kernel Cross-View Collaborative Representation based Classification for Person Re-Identification. CoRR Raphael Felipe de Carvalho Prates, William Robson Schwartz
2016	B	`conf`	Kernel Hierarchical PCA for person re-identification. ICPR Raphael Felipe de Carvalho Prates, William Robson Schwartz
2016	B	`conf`	Kernel Partial Least Squares for person re-identification. AVSS Raphael C. Prates, Marina Oliveira, William Robson Schwartz
2016	B	`conf`	Learning to semantically segment high-resolution remote sensing images. ICPR Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos
2016	—	`conf`	License plate recognition based on temporal redundancy. ITSC Gabriel Resende Gonçalves, David Menotti, William Robson Schwartz
2016	J	`jnl`	Meat adulteration detection through digital image analysis of histological cuts using LBP. CoRR João J. de Macedo Neto, Jefersson A. dos Santos, William Robson Schwartz
2016	B	`conf`	Oblique random forest based on partial least squares applied to pedestrian detection. ICIP Artur Jordão Lima Correia, William Robson Schwartz
2016	B	`conf`	Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor. ICPR Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz
2016	J	`jnl`	Partial least squares for face hashing. Neurocomputing Cassio Elias dos Santos Junior, Ewa Kijak, Guillaume Gravier, William Robson Schwartz
2016	B	`conf`	Predominant color name indexing structure for person re-identification. ICIP Raphael C. Prates, Cristianne R. S. Dutra, William Robson Schwartz
2015	C	`conf`	A Non-parametric Approach to Detect Changes in Aerial Images. CIARP Marco Túlio Alves N. Rodrigues, Daniel Balbino de Mesquita, Erickson Rangel do Nascimento, William Robson Schwartz
2015	C	`conf`	A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices. CIARP Ramon F. Pessoa, William Robson Schwartz, Jefersson A. dos Santos
2015	J	`jnl`	A topology-based approach to computing neighborhood-of-interest points using the Morse complex. J. Vis. Commun. Image Represent. Ricardo Dutra da Silva, William Robson Schwartz, Hélio Pedrini, Jesus Pulido, Bernd Hamann
2015	—	`conf`	A verify-correct approach to person re-identification based on Partial Least Squares signatures. ICB Gabriel Lorencetti Prado, Hélio Pedrini, William Robson Schwartz
2015	J	`jnl`	An Approach to Supporting Incremental Visual Data Classification. IEEE Trans. Vis. Comput. Graph. Jose Gustavo Paiva, William Robson Schwartz, Hélio Pedrini, Rosane Minghim
2015	—	`conf`	Appearance-based person re-identification by intra-camera discriminative models and rank aggregation. ICB Raphael Felipe de Carvalho Prates, William Robson Schwartz
2015	B	`conf`	CBRA: Color-based ranking aggregation for person re-identification. ICIP Raphael Felipe de Carvalho Prates, William Robson Schwartz
2015	J	`jnl`	Classification schemes based on Partial Least Squares for face identification. J. Vis. Commun. Image Represent. Gerson de Paulo Carlos, Hélio Pedrini, William Robson Schwartz
2015	C	`conf`	Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. CIARP Keiller Nogueira, William Robson Schwartz, Jefersson Alex dos Santos
2015	J	`jnl`	Deep Representations for Iris, Face, and Fingerprint Spoofing Detection. IEEE Trans. Inf. Forensics Secur. David Menotti, Giovani Chiachia, Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Alexandre Xavier Falcão, Anderson Rocha
2015	J	`jnl`	Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes. IEEE Trans. Image Process. Allan da Silva Pinto, Hélio Pedrini, William Robson Schwartz, Anderson Rocha
2015	—	`conf`	Faster Approximations of Shortest Geodesic Paths on Polyhedra Through Adaptive Priority Queue. VISAPP (1) William Robson Schwartz, Pedro Jussieu de Rezende, Hélio Pedrini
2015	—	`conf`	Histograms of Optical Flow Orientation and Magnitude to Detect Anomalous Events in Videos. SIBGRAPI Rensso Victor Hugo Mora Colque, Carlos Antônio Caetano Jr., William Robson Schwartz
2015	B	`conf`	Hyperspectral image interpretation based on partial least squares. ICIP Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, William Robson Schwartz, David Menotti
2015	C	`conf`	Learning to hash faces using large feature vectors. CBMI Cassio E. dos Santos, Ewa Kijak, Guillaume Gravier, William Robson Schwartz
2015	—	`conf`	Partial Least Squares Image Clustering. SIBGRAPI Ricardo Barbosa Kloss, Marcos Vinicius Mussel Cirne, Samira Silva, Hélio Pedrini, William Robson Schwartz
2015	—	`conf`	SSIG and IRISA at Multimodal Person Discovery. MediaEval Cassio E. dos Santos, Guillaume Gravier, William Robson Schwartz
2015	J	`jnl`	Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks. IEEE Trans. Inf. Forensics Secur. Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Anderson de Rezende Rocha
2014	C	`conf`	An Adaptive Vehicle License Plate Detection at Higher Matching Degree. CIARP Raphael C. Prates, Guillermo Cámara Chávez, William Robson Schwartz, David Menotti
2014	B	`conf`	An Optimized Sliding Window Approach to Pedestrian Detection. ICPR Victor Hugo Cunha de Melo, Samir Leao, David Menotti, William Robson Schwartz
2014	—	`ch.`	Appearance-Based Human Detection. Computer Vision, A Reference Guide William Robson Schwartz
2014	J	`jnl`	Brazilian License Plate Detection Using Histogram of Oriented Gradients and Sliding Windows. CoRR Raphael Felipe de Carvalho Prates, Guillermo Cámara Chávez, William Robson Schwartz, David Menotti
2014	Misc	`conf`	Change detection based on features invariant to monotonic transforms and spatial constrained matching. ICASSP Marco Túlio Alves N. Rodrigues, Luciano O. Milen, Erickson R. Nascimento, William Robson Schwartz
2014	J	`jnl`	Deep Representations for Iris, Face, and Fingerprint Spoofing Attack Detection. CoRR David Menotti, Giovani Chiachia, Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Alexandre Xavier Falcão, Anderson Rocha
2014	C	`conf`	Detection of Groups of People in Surveillance Videos Based on Spatio-Temporal Clues. CIARP Rensso Mora Colque, Guillermo Cámara Chávez, William Robson Schwartz
2014	J	`jnl`	Evaluating the use of ECG signal in low frequencies as a biometry. Expert Syst. Appl. Eduardo José da S. Luz, David Menotti, William Robson Schwartz
2014	—	`conf`	Extending Face Identification to Open-Set Face Recognition. SIBGRAPI Cassio Elias dos Santos Junior, William Robson Schwartz
2014	J	`jnl`	Linear dimensionality reduction applied to scale invariant feature transformation and speeded up robust feature descriptors. J. Electronic Imaging Ricardo Eugenio González Valenzuela, William Robson Schwartz, Hélio Pedrini
2014	C	`conf`	Person Re-Identification Based on Weighted Indexing Structures. CIARP Cristianne R. S. Dutra, Matheus Castro Rocha, William Robson Schwartz
2014	C	`conf`	Scalable Feature Extraction for Visual Surveillance. CIARP Antonio C. Nazare, Renato Ferreira, William Robson Schwartz
2014	A	`conf`	Smart surveillance framework: A versatile tool for video analysis. WACV Antonio C. Nazare, Cassio E. dos Santos, Renato Ferreira, William Robson Schwartz
2014	C	`conf`	Spatial Pyramid Matching for Finger Spelling Recognition in Intensity Images. CIARP Samira Silva, William Robson Schwartz, Guillermo Cámara Chávez
2013	J	`jnl`	3D Searchless Fractal Video Encoding at Low Bit Rates. J. Math. Imaging Vis. Vitor de Lima, William Robson Schwartz, Hélio Pedrini
2013	J	`jnl`	A data-driven detection optimization framework. Neurocomputing William Robson Schwartz, Victor Hugo Cunha de Melo, Hélio Pedrini, Larry S. Davis
2013	J	`jnl`	Adaptive edge-preserving image denoising using wavelet transforms. Pattern Anal. Appl. Ricardo Dutra da Silva, Rodrigo Minetto, William Robson Schwartz, Hélio Pedrini
2013	J	`jnl`	An Improved View Frustum Culling Method using Octrees for 3D Real-Time Rendering. Int. J. Image Graph. Paulo Roberto de Carvalho Jr., Maikon Cismoski dos Santos, William Robson Schwartz, Hélio Pedrini
2013	B	`conf`	Fast and scalable enrollment for face identification based on Partial Least Squares. FG Gerson de Paulo Carlos, Hélio Pedrini, William Robson Schwartz
2013	B	`conf`	Fast pedestrian detection based on a partial least squares cascade. ICIP Victor Hugo Cunha de Melo, Samir Leao, Mario Fernando Montenegro Campos, David Menotti, William Robson Schwartz
2013	J	`jnl`	Multi-scale gray level co-occurrence matrices for texture description. Neurocomputing Fernando Roberti de Siqueira, William Robson Schwartz, Hélio Pedrini
2013	—	`conf`	Person Re-identification Using Partial Least Squares Appearance Modeling. CIARP (2) Gabriel Lorencetti Prado, William Robson Schwartz, Hélio Pedrini
2013	—	`conf`	Re-identifying People Based on Indexing Structure and Manifold Appearance Modeling. SIBGRAPI Cristianne R. S. Dutra, William Robson Schwartz, Tiago Souza, Raúl Alves, Luciano Oliveira
2012	A	`conf`	A complementary local feature descriptor for face identification. WACV Jonghyun Choi, William Robson Schwartz, Huimin Guo, Larry S. Davis
2012	—	`conf`	Appearance and Geometry Fusion for Enhanced Dense 3D Alignment. SIBGRAPI Erickson R. Nascimento, William Robson Schwartz, Gabriel L. Oliveira, Antônio Wilson Vieira, Mario Fernando Montenegro Campos, Daniel Balbino de Mesquita
2012	A	`conf`	BRAND: A robust appearance and depth descriptor for RGB-D images. IROS Erickson R. Nascimento, Gabriel L. Oliveira, Mario Fernando Montenegro Campos, Antônio Wilson Vieira, William Robson Schwartz
2012	B	`conf`	Distance matrices as invariant features for classifying MoCap data. ICPR Antônio Wilson Vieira, Thomas Lewiner, William Robson Schwartz, Mario Fernando Montenegro Campos
2012	B	`conf`	EDVD - Enhanced descriptor for visual and depth data. ICPR Erickson R. Nascimento, William Robson Schwartz, Mario Fernando Montenegro Campos
2012	J	`jnl`	Evaluation of feature descriptors for texture classification. J. Electronic Imaging William Robson Schwartz, Fernando Roberti de Siqueira, Hélio Pedrini
2012	J	`jnl`	Face Identification Using Large Feature Sets. IEEE Trans. Image Process. William Robson Schwartz, Huimin Guo, Jonghyun Choi, Larry S. Davis
2012	—	`conf`	Image Sequence Super-resolution based on Learning using Feature Descriptors. VISAPP (1) Ana Carolina Correia Rézio, William Robson Schwartz, Hélio Pedrini
2012	A	`conf`	Person-Specific Subspace Analysis for Unconstrained Familiar Face Identification. BMVC Giovani Chiachia, Nicolas Pinto, William Robson Schwartz, Anderson Rocha, Alexandre X. Falcão, David D. Cox
2012	B	`conf`	Scalable people re-identification based on a one-against-some classification scheme. ICIP William Robson Schwartz
2012	B	`conf`	Scalar image interest point detection and description based on discrete Morse theory and geometric descriptors. ICIP Ricardo Dutra da Silva, William Robson Schwartz, Hélio Pedrini
2012	J	`jnl`	Semi-Supervised Dimensionality Reduction based on Partial Least Squares for Visual Analysis of High Dimensional Data. Comput. Graph. Forum Jose Gustavo Paiva, William Robson Schwartz, Hélio Pedrini, Rosane Minghim
2012	—	`conf`	Video-Based Face Spoofing Detection through Visual Rhythm Analysis. SIBGRAPI Allan da Silva Pinto, Hélio Pedrini, William Robson Schwartz, Anderson Rocha
2011	B	`conf`	A novel feature descriptor based on the shearlet transform. ICIP William Robson Schwartz, Ricardo Dutra da Silva, Larry S. Davis, Hélio Pedrini
2011	B	`conf`	Competition on counter measures to 2-D facial spoofing attacks. IJCB Murali Mohan Chakka, André Anjos, Sébastien Marcel, Roberto Tronci, Daniele Muntoni, Gianluca Fadda, Maurizio Pili, Nicola Sirena, Gabriele Murgia, Marco Ristori, Fabio Roli, Junjie Yan, Dong Yi, Zhen Lei, Zhiwei Zhang, Stan Z. Li, William Robson Schwartz, Anderson Rocha, Hélio Pedrini, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Jukka Määttä, Abdenour Hadid, Matti Pietikäinen
2011	—	`ch.`	Face Detection. Visual Analysis of Humans Raghuraman Gopalan, William Robson Schwartz, Rama Chellappa, Ankur Srivastava
2011	B	`conf`	Face spoofing detection through partial least squares and low-level descriptors. IJCB William Robson Schwartz, Anderson Rocha, Hélio Pedrini
2011	B	`conf`	Face verification using large feature sets and one shot similarity. IJCB Huimin Guo, William Robson Schwartz, Larry S. Davis
2011	—	`conf`	Fast Low Bit-Rate 3D Searchless Fractal Video Encoding. SIBGRAPI Vitor de Lima, William Robson Schwartz, Hélio Pedrini
2011	J	`jnl`	Human Detection Based on Large Feature Sets Using Graphics Processing Units. Informatica (Slovenia) William Robson Schwartz
2011	J	`jnl`	Improved Fractal Image Compression Based on Robust Feature Descriptors. Int. J. Image Graph. William Robson Schwartz, Hélio Pedrini
2011	C	`conf`	Local Response Context Applied to Pedestrian Detection. CIARP William Robson Schwartz, Larry S. Davis, Hélio Pedrini
2010	—	`conf`	A Robust and Scalable Approach to Face Identification. ECCV (6) William Robson Schwartz, Huimin Guo, Larry S. Davis
2010	—	`conf`	Detecting humans under partial occlusion using Markov logic networks. PerMIS Raghuraman Gopalan, William Robson Schwartz
2010	—	`—`	Looking at People Using Partial Least Squares. William Robson Schwartz
2009	A*	`conf`	Human detection using partial least squares analysis. ICCV William Robson Schwartz, Aniruddha Kembhavi, David Harwood, Larry S. Davis
2009	—	`conf`	Learning Discriminative Appearance-Based Models Using Partial Least Squares. SIBGRAPI William Robson Schwartz, Larry S. Davis
2009	—	`conf`	Robust Human Detection under Occlusion by Integrating Face and Person Detectors. ICB William Robson Schwartz, Raghuraman Gopalan, Rama Chellappa, Larry S. Davis
2009	—	`conf`	Video Compression and Retrieval of Moving Object Location Applied to Surveillance. ICIAR William Robson Schwartz, Hélio Pedrini, Larry S. Davis
2008	—	`conf`	Satellite Image Segmentation Using Wavelet Transforms Based on Color and Texture Features. ISVC (2) Ricardo Dutra da Silva, Rodrigo Minetto, William Robson Schwartz, Hélio Pedrini
2006	B	`conf`	Textured Image Segmentation Based on Spatial Dependence using a Markov Random Field Model. ICIP William Robson Schwartz, Hélio Pedrini
2004	B	`conf`	Texture classification based on spatial dependence features using co-occurrence matrices and markov random fields. ICIP William Robson Schwartz, Hélio Pedrini
2002	—	`conf`	Fitting smooth surfaces to scattered 3D data using piecewise quadratic approximation. ICIP (1) Oliver Matias van Kaick, Murilo Vicente Gonçalves da Silva, Hélio Pedrini, William Robson Schwartz
2001	—	`conf`	Automatic extraction of topographic features using adaptive triangular meshes. ICIP (3) Hélio Pedrini, William Robson Schwartz, W. Randolph Franklin
2001	C	`conf`	Topographic Feature Identification Based on Triangular Meshes. CAIP Hélio Pedrini, William Robson Schwartz