W. R. Schwartz

Jefersson Alex dos Santos, William Robson Schwartz, François Brémond, 2019, 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).

Kernel MBPLS for a Scalable and Multi-Camera Person Re-Identification System

W. R. Schwartz, Raphael C. Prates, 2018 .

AN IMPROVED K-MEANS CLUSTERING ALGORITHM FOR IMAGE SEGMENTATION

W. R. Schwartz, Ricardo Dutra da Silva, R. D. D. Silva, 2006 .

Face Attributes as Cues for Deep Face Recognition Understanding

W. R. Schwartz, M. A. Diniz, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

Indirect Eye Gaze Estimation based on Depth Information

W. R. Schwartz, Erickson R. Nascimento, M. Campos, 2013 .

Pedestrian Detection Optimization Based on Random Filtering

W. R. Schwartz, V. H. C. Melo, Samir Leao, 2013 .

Preface of Special Issue on Data Representation and Representation Learning for Video Analysis

Larry S. Davis, William Robson Schwartz, W. R. Schwartz, 2018, Pattern Recognition Letters.

Construction of triangle meshes from images at multiple scales based on median error metric

W. R. Schwartz, R. Minghim, H. Pedrini, 2011 .

Anomaly Event Detection based on People Trajectories for Surveillance Videos

William Robson Schwartz, Rensso Mora Colque, Guillermo Cámara Chávez, 2020, VISIGRAPP.

Face Verification Based on Relational Disparity Features and Partial Least Squares Models

William Robson Schwartz, Samira Santos Da Silva, W. R. Schwartz, 2017, 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

A scalable and flexible framework for smart video surveillance

William Robson Schwartz, W. R. Schwartz, Antonio C. Nazare, 2016, Comput. Vis. Image Underst..

Classification schemes based on Partial Least Squares for face identification

William Robson Schwartz, Hélio Pedrini, W. R. Schwartz, 2015, J. Vis. Commun. Image Represent..

Scalable Feature Extraction for Visual Surveillance

William Robson Schwartz, Renato Ferreira, W. R. Schwartz, 2014, CIARP.

Smart surveillance framework: A versatile tool for video analysis

William Robson Schwartz, Renato Ferreira, W. R. Schwartz, 2014, IEEE Winter Conference on Applications of Computer Vision.

Fast and scalable enrollment for face identification based on Partial Least Squares

William Robson Schwartz, Hélio Pedrini, W. R. Schwartz, 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

Discriminative Layer Pruning for Convolutional Neural Networks

William Robson Schwartz, W. R. Schwartz, Artur Jordao, 2020, IEEE Journal of Selected Topics in Signal Processing.

Assigning Relative Importance to Scene Elements

William Robson Schwartz, W. R. Schwartz, Igor Leonardo Oliveira Bastos, 2017, 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

Point-Placement Techniques and Temporal Self-Similarity Maps for Visual Analysis of Surveillance Videos

William Robson Schwartz, Gilson Mendes, José Gustavo de Souza Paiva, 2019, 2019 23rd International Conference Information Visualisation (IV).

Learning Discriminative Appearance-Based Models Using Partial Least Squares

Larry S. Davis, William Robson Schwartz, W. R. Schwartz, 2009, 2009 XXII Brazilian Symposium on Computer Graphics and Image Processing.

Partial least squares for face hashing

William Robson Schwartz, Guillaume Gravier, Ewa Kijak, 2016, Neurocomputing.

Person-Specific Subspace Analysis for Unconstrained Familiar Face Identification

Anderson Rocha, William Robson Schwartz, Giovani Chiachia, 2012, BMVC.

Open-set Face Recognition for Small Galleries Using Siamese Networks

Gabriel Salomon, Alceu Britto, Rafael H. Vareto, 2020, 2020 International Conference on Systems, Signals and Image Processing (IWSSIP).

ECG-based heartbeat classification for arrhythmia detection: A survey

William Robson Schwartz, Eduardo José da S. Luz, David Menotti, 2016, Comput. Methods Programs Biomed..

Fitting smooth surfaces to scattered 3D data using piecewise quadratic approximation

William Robson Schwartz, Hélio Pedrini, Murilo Vicente Gonçalves da Silva, 2002, Proceedings. International Conference on Image Processing.

Evaluation of feature descriptors for texture classification

William Robson Schwartz, Helio Pedrini, W. R. Schwartz, 2012, J. Electronic Imaging.

Linear dimensionality reduction applied to scale invariant feature transformation and speeded up robust feature descriptors

William Robson Schwartz, Hélio Pedrini, W. R. Schwartz, 2014, J. Electronic Imaging.

Multi-scale gray level co-occurrence matrices for texture description

William Robson Schwartz, Hélio Pedrini, W. R. Schwartz, 2013, Neurocomputing.

Appearance and Geometry Fusion for Enhanced Dense 3D Alignment

Mario Fernando Montenegro Campos, William Robson Schwartz, Erickson Rangel do Nascimento, 2012, 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images.

Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art pdf

William Robson Schwartz, W. R. Schwartz, Antonio C. Nazare, 2018, ArXiv.

A complementary local feature descriptor for face identification

Jonghyun Choi, Larry S. Davis, William Robson Schwartz, 2012, 2012 IEEE Workshop on the Applications of Computer Vision (WACV).

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

William Robson Schwartz, Rensso Mora Colque, W. R. Schwartz, 2015, 2015 28th SIBGRAPI Conference on Graphics, Patterns and Images.

Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks

Jocelyn Chanussot, Keiller Nogueira, Mauro Dalla Mura, 2018, IEEE Transactions on Geoscience and Remote Sensing.

A data-driven detection optimization framework

Larry S. Davis, William Robson Schwartz, Hélio Pedrini, 2013, Neurocomputing.

A topology-based approach to computing neighborhood-of-interest points using the Morse complex

Bernd Hamann, William Robson Schwartz, Hélio Pedrini, 2015, J. Vis. Commun. Image Represent..

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

William Robson Schwartz, Guillermo Cámara Chávez, W. R. Schwartz, 2018, 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

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

William R. Schwartz, Rayson Laroca, David Menotti, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Learning Deep Off-the-Person Heart Biometrics Representations

David Menotti, William Robson Schwartz, Luiz S. Oliveira, 2017, IEEE Transactions on Information Forensics and Security.

Evaluating the use of ECG signal in low frequencies as a biometry

David Menotti, William Robson Schwartz, Eduardo José da S. Luz, 2014, Expert Syst. Appl..

An Approach to Supporting Incremental Visual Data Classification

Rosane Minghim, William Robson Schwartz, Hélio Pedrini, 2015, IEEE Transactions on Visualization and Computer Graphics.

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

William Robson Schwartz, Rensso Mora Colque, W. R. Schwartz, 2017, IEEE Transactions on Circuits and Systems for Video Technology.

Deep network compression based on partial least squares

William Robson Schwartz, W. R. Schwartz, Artur Jordao, 2020, Neurocomputing.

Kernel Cross-View Collaborative Representation based Classification for Person Re-Identification pdf

William Robson Schwartz, W. R. Schwartz, Raphael Felipe de Carvalho Prates, 2016, J. Vis. Commun. Image Represent..

Real-Time Automatic License Plate Recognition through Deep Multi-Task Networks

David Menotti, William Robson Schwartz, Rayson Laroca, 2018, 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector pdf

William Robson Schwartz, Eduardo Todt, Rayson Laroca, 2019, IET Intelligent Transport Systems.

Person Re-identification Using Partial Least Squares Appearance Modeling

William Robson Schwartz, Hélio Pedrini, W. R. Schwartz, 2013, CIARP.

Benchmark for license plate character segmentation

David Menotti, William Robson Schwartz, Gabriel Resende Gonçalves, 2016, J. Electronic Imaging.

Meat adulteration detection through digital image analysis of histological cuts using LBP pdf

João J. de Macedo Neto, Jefersson Alex dos Santos, William Robson Schwartz, 2016, ArXiv.

Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks pdf

Jocelyn Chanussot, Jefersson Alex dos Santos, William Robson Schwartz, 2018, ArXiv.

Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble

William Robson Schwartz, W. R. Schwartz, Carlos Caetano, 2020, Neurocomputing.

Face Identification Using Large Feature Sets

Jonghyun Choi, Larry S. Davis, William Robson Schwartz, 2012, IEEE Transactions on Image Processing.

Novel approaches to human activity recognition based on accelerometer data

W. R. Schwartz, Artur Jordão, L. C. B. Torres, 2018, Signal, Image and Video Processing.

Unconstrained Face Identification using Ensembles trained on Clustered Data

William Robson Schwartz, W. R. Schwartz, Rafael Henrique Vareto, 2020, 2020 IEEE International Joint Conference on Biometrics (IJCB).

Motion-Based Representations For Activity Recognition

W. R. Schwartz, Carlos Antônio Caetano Júnior, J. A. D. Santos, 2020, Anais Estendidos da Conference on Graphics, Patterns and Images (SIBRAPI Estendido 2020).

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

William Robson Schwartz, Francois Bremond, Victor Hugo Melo, 2019, J. Vis. Commun. Image Represent..

Activity Recognition Based on a Magnitude-Orientation Stream Network

Jefersson Alex dos Santos, William Robson Schwartz, Victor Hugo Cunha de Melo, 2017, 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

Hyperspectral image interpretation based on partial least squares

David Menotti, Arnaldo de Albuquerque Araújo, William Robson Schwartz, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Predominant color name indexing structure for person re-identification

William Robson Schwartz, Cristianne R. S. Dutra, W. R. Schwartz, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

A Robust and Scalable Approach to Face Identification

Larry S. Davis, William Robson Schwartz, Huimin Guo, 2010, ECCV.

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

William Robson Schwartz, François Brémond, W. R. Schwartz, 2019, 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

MoRe: A Large-Scale Motorcycle Re-Identification Dataset

William Robson Schwartz, W. R. Schwartz, Renan Oliveira Reis, 2021, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Extending Face Identification to Open-Set Face Recognition

William Robson Schwartz, W. R. Schwartz, Cassio E. dos Santos, 2014, 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images.

Face verification using large feature sets and one shot similarity

Larry S. Davis, William Robson Schwartz, Huimin Guo, 2011, 2011 International Joint Conference on Biometrics (IJCB).

Detecting Unenrolled Subjects in Face Galleries

W. R. Schwartz, Cassio E. dos S. Junior, 2013 .

Appearance-Based Human Detection

William Robson Schwartz, W. R. Schwartz, 2014, Computer Vision, A Reference Guide.

License plate recognition based on temporal redundancy

David Menotti, William Robson Schwartz, Gabriel Resende Gonçalves, 2016, 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC).

Thermal-to-visible face recognition using partial least squares.

Jonghyun Choi, William Robson Schwartz, Shuowen Hu, 2015, Journal of the Optical Society of America. A, Optics, image science, and vision.

Simple and efficient pose-based gait recognition method for challenging environments

W. R. Schwartz, V. H. C. Melo, Vítor C. de Lima, 2020, Pattern Analysis and Applications.

Super-Resolution of License Plate Images Using Attention Modules and Sub-Pixel Convolution Layers

W. R. Schwartz, D. Menotti, Rayson Laroca, 2023, Comput. Graph..

Multi-Loss Recurrent Residual Networks for Gesture Detection and Recognition

William Robson Schwartz, Victor Hugo Cunha de Melo, W. R. Schwartz, 2019, 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

Convolutional neural networks for automatic meter reading

Victor A. N. Barroso, David Menotti, William Robson Schwartz, 2019, J. Electronic Imaging.

Semi‐Supervised Dimensionality Reduction based on Partial Least Squares for Visual Analysis of High Dimensional Data

Rosane Minghim, William Robson Schwartz, Hélio Pedrini, 2012, Comput. Graph. Forum.

Mapping sports interest with social network

W. R. Schwartz, Marco Túlio Alves N. Rodrigues, F. Pádua, 2018, Anais do XV Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2018).

Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution

W. R. Schwartz, D. Menotti, Rayson Laroca, 2022, 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

Multi-task Learning for Low-Resolution License Plate Recognition

William Robson Schwartz, Rayson Laroca, David Menotti, 2019, CIARP.

Brazilian License Plate Detection Using Histogram of Oriented Gradients and Sliding Windows pdf

David Menotti, William Robson Schwartz, Guillermo Cámara Chávez, 2013, ArXiv.

Correction to: Simple and efficient pose-based gait recognition method for challenging environments

William Robson Schwartz, Vitor de Lima, Victor Hugo Melo, 2020, Pattern Analysis and Applications.

Boosted Projection: An Ensemble of Transformation Models

William Robson Schwartz, Ricardo Barbosa Kloss, W. R. Schwartz, 2017, CIARP.

A mid-level video representation based on binary descriptors: A case study for pornography detection pdf

Arnaldo de Albuquerque Araújo, William Robson Schwartz, Sandra Eliza Fontes de Avila, 2016, Neurocomputing.

Towards open-set face recognition using hashing functions

William Robson Schwartz, Samira Silva, W. R. Schwartz, 2017, 2017 IEEE International Joint Conference on Biometrics (IJCB).

Open-set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation

W. R. Schwartz, R. H. Vareto, Manuel Gunther, 2023, ArXiv.

Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor

Jefersson Alex dos Santos, William Robson Schwartz, W. R. Schwartz, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks

Anderson Rocha, William Robson Schwartz, Hélio Pedrini, 2015, IEEE Transactions on Information Forensics and Security.

Looking at People Using Partial Least Squares

William Robson Schwartz, W. R. Schwartz, 2010 .

Adaptive edge-preserving image denoising using wavelet transforms

Rodrigo Minetto, William Robson Schwartz, Hélio Pedrini, 2013, Pattern Analysis and Applications.

Pixel-level Class-Agnostic Object Detection using Texture Quantization

W. R. Schwartz, Jessica Sena, G. Gonçalves, 2022, 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI).

Robust Human Detection under Occlusion by Integrating Face and Person Detectors

Larry S. Davis, Rama Chellappa, William Robson Schwartz, 2009, ICB.

Change detection based on features invariant to monotonic transforms and spatial constrained matching

W. R. Schwartz, Erickson R. Nascimento, Marco Túlio Alves N. Rodrigues, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Change detection based on features invariant to monotonic transforms and spatially constrained matching

William Robson Schwartz, Erickson Rangel do Nascimento, W. R. Schwartz, 2016, J. Electronic Imaging.

Matching People Across Surveillance Cameras

William Robson Schwartz, W. R. Schwartz, Raphael Felipe de Carvalho Prates, 2019, Anais Estendidos da Conference on Graphics, Patterns and Images (SIBGRAPI).

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

William Robson Schwartz, W. R. Schwartz, Raphael C. Prates, 2018, J. Electronic Imaging.

Automatic extraction of topographic features using adaptive triangular meshes

William Robson Schwartz, Hélio Pedrini, W. Randolph Franklin, 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

Topographic Feature Identification Based on Triangular Meshes

William Robson Schwartz, Hélio Pedrini, W. R. Schwartz, 2001, CAIP.

Detection of topographic characteristics in digital images approximated by triangular surfaces

William Robson Schwartz, Helio Pedrini, W. R. Schwartz, 2001 .

An Adaptive Vehicle License Plate Detection at Higher Matching Degree

David Menotti, William Robson Schwartz, Guillermo Cámara Chávez, 2014, CIARP.

Scalar image interest point detection and description based on discrete Morse theory and geometric descriptors

William Robson Schwartz, Hélio Pedrini, W. R. Schwartz, 2012, 2012 19th IEEE International Conference on Image Processing.

A Content-Based Late Fusion Approach Applied to Pedestrian Detection pdf

William Robson Schwartz, W. R. Schwartz, Artur Jordao, 2018, J. Vis. Commun. Image Represent..

A late fusion approach to combine multiple pedestrian detectors

William Robson Schwartz, W. R. Schwartz, Artur Jordao, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Fast pedestrian detection based on a partial least squares cascade

Mario Fernando Montenegro Campos, David Menotti, William Robson Schwartz, 2013, 2013 IEEE International Conference on Image Processing.

Deep Representations for Iris, Face, and Fingerprint Spoofing Attack Detection pdf

David Menotti, Anderson Rocha, William Robson Schwartz, 2014, arXiv.org.

3D Searchless Fractal Video Encoding at Low Bit Rates

W. R. Schwartz, H. Pedrini, Vítor C. de Lima, 2013, Journal of Mathematical Imaging and Vision.

Fast Low Bit-Rate 3D Searchless Fractal Video Encoding

William Robson Schwartz, Hélio Pedrini, Vitor de Lima, 2011, 2011 24th SIBGRAPI Conference on Graphics, Patterns and Images.

Fast Scalable Coding based on a 3D Low Bit Rate Fractal Video Encoder

William Robson Schwartz, Hélio Pedrini, Vitor de Lima, 2017, VISIGRAPP.

Learning to semantically segment high-resolution remote sensing images

Jocelyn Chanussot, Jefersson Alex dos Santos, William Robson Schwartz, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

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

William Robson Schwartz, W. R. Schwartz, Jessica Sena de Souza, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).