Topographic Feature Identification Based on Triangular Meshes. - Hélio Pedrini; William Robson Schwartz (CAIP, 2001)

Automatic extraction of topographic features using adaptive triangular meshes. - Hélio Pedrini; William Robson Schwartz; W. Randolph Franklin (ICIP (3), 2001)

Fitting smooth surfaces to scattered 3D data using piecewise quadratic approximation. - Oliver Matias van Kaick; Murilo Vicente Gonçalves da Silva; Hélio Pedrini; William Robson Schwartz (ICIP (1), 2002)

Texture classification based on spatial dependence features using co-occurrence matrices and markov random fields. - William Robson Schwartz; Hélio Pedrini (ICIP, 2004)

Textured Image Segmentation Based on Spatial Dependence using a Markov Random Field Model. - William Robson Schwartz; Hélio Pedrini (ICIP, 2006)

Satellite Image Segmentation Using Wavelet Transforms Based on Color and Texture Features. - Ricardo Dutra da Silva; Rodrigo Minetto; William Robson Schwartz; Hélio Pedrini (ISVC (2), 2008)

Robust Human Detection under Occlusion by Integrating Face and Person Detectors. - William Robson Schwartz; Raghuraman Gopalan; Rama Chellappa; Larry S. Davis (ICB, 2009)

Human detection using partial least squares analysis. - William Robson Schwartz; Aniruddha Kembhavi; David Harwood; Larry S. Davis (ICCV, 2009)

Video Compression and Retrieval of Moving Object Location Applied to Surveillance. - William Robson Schwartz; Hélio Pedrini; Larry S. Davis (ICIAR, 2009)

Learning Discriminative Appearance-Based Models Using Partial Least Squares. - William Robson Schwartz; Larry S. Davis (SIBGRAPI, 2009)

A Robust and Scalable Approach to Face Identification. - William Robson Schwartz; Huimin Guo; Larry S. Davis (ECCV (6), 2010)

Detecting humans under partial occlusion using Markov logic networks. - Raghuraman Gopalan; William Robson Schwartz (PerMIS, 2010)

Looking at People Using Partial Least Squares. - William Robson Schwartz (2010)

Face Detection. - Raghuraman Gopalan; William Robson Schwartz; Rama Chellappa; Ankur Srivastava 001 (Visual Analysis of Humans, 2011)

Local Response Context Applied to Pedestrian Detection. - William Robson Schwartz; Larry S. Davis; Hélio Pedrini (CIARP, 2011)

Competition on counter measures to 2-D facial spoofing attacks. - 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; et al. (IJCB, 2011)

Face verification using large feature sets and one shot similarity. - Huimin Guo; William Robson Schwartz; Larry S. Davis (IJCB, 2011)

Face spoofing detection through partial least squares and low-level descriptors. - William Robson Schwartz; Anderson Rocha 001; Hélio Pedrini (IJCB, 2011)

A novel feature descriptor based on the shearlet transform. - William Robson Schwartz; Ricardo Dutra da Silva; Larry S. Davis; Hélio Pedrini (ICIP, 2011)

Fast Low Bit-Rate 3D Searchless Fractal Video Encoding. - Vitor de Lima; William Robson Schwartz; Hélio Pedrini (SIBGRAPI, 2011)

Improved Fractal Image Compression Based on Robust Feature Descriptors. - William Robson Schwartz; Hélio Pedrini (Int. J. Image Graph., 2011)

Human Detection Based on Large Feature Sets Using Graphics Processing Units. - William Robson Schwartz (Informatica (Slovenia), 2011)

Person-Specific Subspace Analysis for Unconstrained Familiar Face Identification. - Giovani Chiachia; Nicolas Pinto; William Robson Schwartz; Anderson Rocha 001; Alexandre X. Falcão; David D. Cox (BMVC, 2012)

Scalable people re-identification based on a one-against-some classification scheme. - William Robson Schwartz (ICIP, 2012)

Scalar image interest point detection and description based on discrete Morse theory and geometric descriptors. - Ricardo Dutra da Silva; William Robson Schwartz; Hélio Pedrini (ICIP, 2012)

EDVD - Enhanced descriptor for visual and depth data. - Erickson R. Nascimento; William Robson Schwartz; Mario Fernando Montenegro Campos (ICPR, 2012)

Distance matrices as invariant features for classifying MoCap data. - Antônio Wilson Vieira; Thomas Lewiner; William Robson Schwartz; Mario Fernando Montenegro Campos (ICPR, 2012)

BRAND: A robust appearance and depth descriptor for RGB-D images. - Erickson R. Nascimento; Gabriel L. Oliveira; Mario Fernando Montenegro Campos; Antônio Wilson Vieira; William Robson Schwartz (IROS, 2012)

Appearance and Geometry Fusion for Enhanced Dense 3D Alignment. - Erickson R. Nascimento; William Robson Schwartz; Gabriel L. Oliveira; Antônio Wilson Vieira; Mario Fernando Montenegro Campos; Daniel Balbino de Mesquita (SIBGRAPI, 2012)

Video-Based Face Spoofing Detection through Visual Rhythm Analysis. - Allan da Silva Pinto; Hélio Pedrini; William Robson Schwartz; Anderson Rocha 001 (SIBGRAPI, 2012)

Image Sequence Super-resolution based on Learning using Feature Descriptors. - Ana Carolina Correia Rézio; William Robson Schwartz; Hélio Pedrini (VISAPP (1), 2012)

A complementary local feature descriptor for face identification. - Jonghyun Choi; William Robson Schwartz; Huimin Guo; Larry S. Davis (WACV, 2012)

Semi-Supervised Dimensionality Reduction based on Partial Least Squares for Visual Analysis of High Dimensional Data. - Jose Gustavo Paiva; William Robson Schwartz; Hélio Pedrini; Rosane Minghim (Comput. Graph. Forum, 2012)

Evaluation of feature descriptors for texture classification. - William Robson Schwartz; Fernando Roberti de Siqueira; Hélio Pedrini (J. Electronic Imaging, 2012)

Face Identification Using Large Feature Sets. - William Robson Schwartz; Huimin Guo; Jonghyun Choi; Larry S. Davis (IEEE Trans. Image Process., 2012)

Person Re-identification Using Partial Least Squares Appearance Modeling. - Gabriel Lorencetti Prado; William Robson Schwartz; Hélio Pedrini (CIARP (2), 2013)

Fast and scalable enrollment for face identification based on Partial Least Squares. - Gerson de Paulo Carlos; Hélio Pedrini; William Robson Schwartz (FG, 2013)

Fast pedestrian detection based on a partial least squares cascade. - Victor Hugo Cunha de Melo; Samir Leao; Mario Fernando Montenegro Campos; David Menotti; William Robson Schwartz (ICIP, 2013)

Re-identifying People Based on Indexing Structure and Manifold Appearance Modeling. - Cristianne R. S. Dutra; William Robson Schwartz; Tiago Souza; Raúl Alves; Luciano Oliveira (SIBGRAPI, 2013)

An Improved View Frustum Culling Method using Octrees for 3D Real-Time Rendering. - Paulo Roberto de Carvalho Jr.; Maikon Cismoski dos Santos; William Robson Schwartz; Hélio Pedrini (Int. J. Image Graph., 2013)

A data-driven detection optimization framework. - William Robson Schwartz; Victor Hugo Cunha de Melo; Hélio Pedrini; Larry S. Davis (Neurocomputing, 2013)

Multi-scale gray level co-occurrence matrices for texture description. - Fernando Roberti de Siqueira; William Robson Schwartz; Hélio Pedrini (Neurocomputing, 2013)

3D Searchless Fractal Video Encoding at Low Bit Rates. - Vitor de Lima; William Robson Schwartz; Hélio Pedrini (J. Math. Imaging Vis., 2013)

Adaptive edge-preserving image denoising using wavelet transforms. - Ricardo Dutra da Silva; Rodrigo Minetto; William Robson Schwartz; Hélio Pedrini (Pattern Anal. Appl., 2013)

Detection of Groups of People in Surveillance Videos Based on Spatio-Temporal Clues. - Rensso Mora Colque; Guillermo Cámara Chávez; William Robson Schwartz (CIARP, 2014)

Person Re-Identification Based on Weighted Indexing Structures. - Cristianne R. S. Dutra; Matheus Castro Rocha; William Robson Schwartz (CIARP, 2014)

Scalable Feature Extraction for Visual Surveillance. - Antonio C. Nazare; Renato Ferreira 001; William Robson Schwartz (CIARP, 2014)

An Adaptive Vehicle License Plate Detection at Higher Matching Degree. - Raphael C. Prates; Guillermo Cámara Chávez; William Robson Schwartz; David Menotti (CIARP, 2014)

Spatial Pyramid Matching for Finger Spelling Recognition in Intensity Images. - Samira Silva; William Robson Schwartz; Guillermo Cámara Chávez (CIARP, 2014)

Change detection based on features invariant to monotonic transforms and spatial constrained matching. - Marco Túlio Alves N. Rodrigues; Luciano O. Milen; Erickson R. Nascimento; William Robson Schwartz (ICASSP, 2014)

An Optimized Sliding Window Approach to Pedestrian Detection. - Victor Hugo Cunha de Melo; Samir Leao; David Menotti; William Robson Schwartz (ICPR, 2014)

Extending Face Identification to Open-Set Face Recognition. - Cassio Elias dos Santos Junior; William Robson Schwartz (SIBGRAPI, 2014)

Smart surveillance framework: A versatile tool for video analysis. - Antonio C. Nazare; Cassio E. dos Santos; Renato Ferreira 001; William Robson Schwartz (WACV, 2014)

Deep Representations for Iris, Face, and Fingerprint Spoofing Attack Detection. - David Menotti; Giovani Chiachia; Allan da Silva Pinto; William Robson Schwartz; Hélio Pedrini; Alexandre Xavier Falcão; Anderson Rocha 001 (CoRR, 2014)

Brazilian License Plate Detection Using Histogram of Oriented Gradients and Sliding Windows. - Raphael Felipe de Carvalho Prates; Guillermo Cámara Chávez; William Robson Schwartz; David Menotti (CoRR, 2014)

Evaluating the use of ECG signal in low frequencies as a biometry. - Eduardo José da S. Luz; David Menotti; William Robson Schwartz (Expert Syst. Appl., 2014)

Linear dimensionality reduction applied to scale invariant feature transformation and speeded up robust feature descriptors. - Ricardo Eugenio González Valenzuela; William Robson Schwartz; Hélio Pedrini (J. Electronic Imaging, 2014)

Appearance-Based Human Detection. - William Robson Schwartz (Computer Vision, A Reference Guide, 2014)

Learning to hash faces using large feature vectors. - Cassio E. dos Santos; Ewa Kijak; Guillaume Gravier; William Robson Schwartz (CBMI, 2015)

Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. - Keiller Nogueira; William Robson Schwartz; Jefersson Alex dos Santos (CIARP, 2015)

A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices. - Ramon F. Pessoa; William Robson Schwartz; Jefersson A. dos Santos (CIARP, 2015)

A Non-parametric Approach to Detect Changes in Aerial Images. - Marco Túlio Alves N. Rodrigues; Daniel Balbino de Mesquita; Erickson Rangel do Nascimento; William Robson Schwartz (CIARP, 2015)

A verify-correct approach to person re-identification based on Partial Least Squares signatures. - Gabriel Lorencetti Prado; Hélio Pedrini; William Robson Schwartz (ICB, 2015)

Appearance-based person re-identification by intra-camera discriminative models and rank aggregation. - Raphael Felipe de Carvalho Prates; William Robson Schwartz (ICB, 2015)

CBRA: Color-based ranking aggregation for person re-identification. - Raphael Felipe de Carvalho Prates; William Robson Schwartz (ICIP, 2015)

Hyperspectral image interpretation based on partial least squares. - Andrey Bicalho Santos; Arnaldo de Albuquerque Araújo; William Robson Schwartz; David Menotti (ICIP, 2015)

SSIG and IRISA at Multimodal Person Discovery. - Cassio E. dos Santos; Guillaume Gravier; William Robson Schwartz (MediaEval, 2015)

Histograms of Optical Flow Orientation and Magnitude to Detect Anomalous Events in Videos. - Rensso Victor Hugo Mora Colque; Carlos Antônio Caetano Jr.; William Robson Schwartz (SIBGRAPI, 2015)

Partial Least Squares Image Clustering. - Ricardo Barbosa Kloss; Marcos Vinicius Mussel Cirne; Samira Silva; Hélio Pedrini; William Robson Schwartz (SIBGRAPI, 2015)

Faster Approximations of Shortest Geodesic Paths on Polyhedra Through Adaptive Priority Queue. - William Robson Schwartz; Pedro Jussieu de Rezende; Hélio Pedrini (VISAPP (1), 2015)

Classification schemes based on Partial Least Squares for face identification. - Gerson de Paulo Carlos; Hélio Pedrini; William Robson Schwartz (J. Vis. Commun. Image Represent., 2015)

A topology-based approach to computing neighborhood-of-interest points using the Morse complex. - Ricardo Dutra da Silva; William Robson Schwartz; Hélio Pedrini; Jesus Pulido; Bernd Hamann (J. Vis. Commun. Image Represent., 2015)

Deep Representations for Iris, Face, and Fingerprint Spoofing Detection. - David Menotti; Giovani Chiachia; Allan da Silva Pinto; William Robson Schwartz; Hélio Pedrini; Alexandre Xavier Falcão; Anderson Rocha 001 (IEEE Trans. Inf. Forensics Secur., 2015)

Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks. - Allan da Silva Pinto; William Robson Schwartz; Hélio Pedrini; Anderson de Rezende Rocha (IEEE Trans. Inf. Forensics Secur., 2015)

Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes. - Allan da Silva Pinto; Hélio Pedrini; William Robson Schwartz; Anderson Rocha 001 (IEEE Trans. Image Process., 2015)

An Approach to Supporting Incremental Visual Data Classification. - Jose Gustavo Paiva; William Robson Schwartz; Hélio Pedrini; Rosane Minghim (IEEE Trans. Vis. Comput. Graph., 2015)

Kernel Partial Least Squares for person re-identification. - Raphael C. Prates; Marina Oliveira; William Robson Schwartz (AVSS, 2016)

Oblique random forest based on partial least squares applied to pedestrian detection. - Artur Jordão Lima Correia; William Robson Schwartz (ICIP, 2016)

Predominant color name indexing structure for person re-identification. - Raphael C. Prates; Cristianne R. S. Dutra; William Robson Schwartz (ICIP, 2016)

Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor. - Carlos Caetano; Jefersson A. dos Santos; William Robson Schwartz (ICPR, 2016)

A late fusion approach to combine multiple pedestrian detectors. - Artur Jordão; Jessica Sena de Souza; William Robson Schwartz (ICPR, 2016)

Learning to semantically segment high-resolution remote sensing images. - Keiller Nogueira; Mauro Dalla Mura; Jocelyn Chanussot; William Robson Schwartz; Jefersson A. dos Santos (ICPR, 2016)

Kernel Hierarchical PCA for person re-identification. - Raphael Felipe de Carvalho Prates; William Robson Schwartz (ICPR, 2016)

License plate recognition based on temporal redundancy. - Gabriel Resende Gonçalves; David Menotti; William Robson Schwartz (ITSC, 2016)

ECG-based heartbeat classification for arrhythmia detection: A survey. - Eduardo José da S. Luz; William Robson Schwartz; Guillermo Cámara Chávez; David Menotti (Comput. Methods Programs Biomed., 2016)

Meat adulteration detection through digital image analysis of histological cuts using LBP. - João J. de Macedo Neto; Jefersson A. dos Santos; William Robson Schwartz (CoRR, 2016)

A scalable and flexible framework for smart video surveillance. - Antonio C. Nazare Jr.; William Robson Schwartz (Comput. Vis. Image Underst., 2016)

A mid-level video representation based on binary descriptors: A case study for pornography detection. - Carlos Caetano; Sandra Eliza Fontes de Avila; William Robson Schwartz; Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo (Neurocomputing, 2016)

Partial least squares for face hashing. - Cassio Elias dos Santos Junior; Ewa Kijak; Guillaume Gravier; William Robson Schwartz (Neurocomputing, 2016)

Errata: Benchmark for license plate character segmentation. - Gabriel Resende Gonçalves; Sirlene Pio Gomes da Silva; David Menotti; William Robson Schwartz (J. Electronic Imaging, 2016)

Benchmark for license plate character segmentation. - Gabriel Resende Gonçalves; Sirlene Pio Gomes da Silva; David Menotti; William Robson Schwartz (J. Electronic Imaging, 2016)

Change detection based on features invariant to monotonic transforms and spatially constrained matching. - Marco Túlio Alves N. Rodrigues; Daniel Balbino de Mesquita; Erickson R. Nascimento; William Robson Schwartz (J. Electronic Imaging, 2016)

Pyramidal Zernike Over Time: A Spatiotemporal Feature Descriptor Based on Zernike Moments. - Igor L. O. Bastos; Larissa Rocha Soares; William Robson Schwartz (CIARP, 2017)

Boosted Projection: An Ensemble of Transformation Models. - Ricardo Barbosa Kloss; Artur Jordão; William Robson Schwartz (CIARP, 2017)

Noisy Character Recognition Using Deep Convolutional Neural Networks. - Sirlene Peixoto; Gabriel Resende Gonçalves; Andrea Bianchi; Alceu De S. Brito; William Robson Schwartz; David Menotti (CIARP, 2017)

Towards open-set face recognition using hashing functions. - Rafael Henrique Vareto; Samira Silva; Filipe de Oliveira Costa; William Robson Schwartz (IJCB, 2017)

Combination techniques for hyperspectral image interpretation. - Andrey Bicalho Santos; Arnaldo de Albuquerque Araújo; Jefersson A. dos Santos; William Robson Schwartz; David Menotti (IGARSS, 2017)

Assigning Relative Importance to Scene Elements. - Igor Leonardo Oliveira Bastos; William Robson Schwartz (SIBGRAPI, 2017)

Activity Recognition Based on a Magnitude-Orientation Stream Network. - Carlos Antônio Caetano Jr.; Victor Hugo Cunha de Melo; Jefersson A. dos Santos; William Robson Schwartz (SIBGRAPI, 2017)

Face Verification Based on Relational Disparity Features and Partial Least Squares Models. - Rafael Henrique Vareto; Samira Santos Da Silva; Filipe de Oliveira Costa; William Robson Schwartz (SIBGRAPI, 2017)

Fast Scalable Coding based on a 3D Low Bit Rate Fractal Video Encoder. - Vitor de Lima; Thierry Pinheiro Moreira; Hélio Pedrini; William Robson Schwartz (VISIGRAPP (4: VISAPP), 2017)

Latent hypernet: Exploring all Layers from Convolutional Neural Networks. - Artur Jordão; Ricardo Barbosa Kloss; William Robson Schwartz (CoRR, 2017)

Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos. - Rensso Victor Hugo Mora Colque; Carlos Caetano; Matheus Toledo Lustosa de Andrade; William Robson Schwartz (IEEE Trans. Circuits Syst. Video Technol., 2017)

MORA: A Generative Approach to Extract Spatiotemporal Information Applied to Gesture Recognition. - Igor L. O. Bastos; Victor Hugo Cunha de Melo; Gabriel Resende Gonçalves; William Robson Schwartz (AVSS, 2018)

AVSS Challenges 2018 Soft Biometric Retrieval Using Deep Multi-Task Network. - Gabriel Resende Gonçalves; Antônio Carlos de Nazaré Jr.; Matheus Alves Diniz; Luiz Eduardo Coelho Lima; William Robson Schwartz (AVSS, 2018)

Content-Based Multi-Camera Video Alignment using Accelerometer Data. - Antônio Carlos de Nazaré Jr.; Filipe de Oliveira Costa; William Robson Schwartz (AVSS, 2018)

Neural Network Control for Active Cameras Using Master-Slave Setup. - Renan Oliveira Reis; Igor Dias; William Robson Schwartz (AVSS, 2018)

Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors. - Jessica Sena; Jesimon Barreto Santos; William Robson Schwartz (EUSIPCO, 2018)

Face Verification: Strategies for Employing Deep Models. - Ricardo Barbosa Kloss; Artur Jordão; William Robson Schwartz (FG, 2018)

Latent HyperNet: Exploring the Layers of Convolutional Neural Networks. - Artur Jordão; Ricardo Barbosa Kloss; William Robson Schwartz (IJCNN, 2018)

A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector. - Rayson Laroca; Evair Severo; Luiz Antonio Zanlorensi; Luiz S. Oliveira; Gabriel Resende Gonçalves; William Robson Schwartz; David Menotti (IJCNN, 2018)

Real-Time Automatic License Plate Recognition through Deep Multi-Task Networks. - Gabriel Resende Gonçalves; Matheus Alves Diniz; Rayson Laroca; David Menotti; William Robson Schwartz (SIBGRAPI, 2018)

Object-Based Temporal Segment Relational Network for Activity Recognition. - Victor Hugo Cunha de Melo; Jesimon Barreto Santos; Carlos Caetano; Jessica Sena; Otávio Augusto Bizetto Penatti; William Robson Schwartz (SIBGRAPI, 2018)

Single-Shot Person Re-Identification Combining Similarity Metrics and Support Vectors. - Anderson Luis Cavalcanti Sales; Rafael Henrique Vareto; William Robson Schwartz; Guillermo Cámara Chávez (SIBGRAPI, 2018)

Statistical Measures from Co-occurrence of Codewords for Action Recognition. - Carlos Caetano; Jefersson A. dos Santos; William Robson Schwartz (VISIGRAPP (5: VISAPP), 2018)

Novel Anomalous Event Detection based on Human-object Interactions. - Rensso Mora Colque; Carlos Caetano; Victor Hugo Cunha de Melo; Guillermo Cámara Chávez; William Robson Schwartz (VISIGRAPP (5: VISAPP), 2018)

Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks. - Keiller Nogueira; Mauro Dalla Mura; Jocelyn Chanussot; William Robson Schwartz; Jefersson A. dos Santos (CoRR, 2018)

Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art. - Artur Jordão; Antonio C. Nazare Jr.; Jessica Sena; William Robson Schwartz (CoRR, 2018)

Pruning Deep Neural Networks using Partial Least Squares. - Artur Jordão; Fernando Yamada; William Robson Schwartz (CoRR, 2018)

Kernel multiblock partial least squares for a scalable and multicamera person reidentification system. - Raphael C. Prates; William Robson Schwartz (J. Electronic Imaging, 2018)

Preface of Special Issue on Data Representation and Representation Learning for Video Analysis. - William Robson Schwartz; Larry S. Davis (Pattern Recognit. Lett., 2018)

Novel approaches to human activity recognition based on accelerometer data. - Artur Jordão; Leonardo Antônio Borges Torres; William Robson Schwartz (Signal Image Video Process., 2018)

Learning Deep Off-the-Person Heart Biometrics Representations. - Eduardo José da S. Luz; Gladston J. P. Moreira; Luiz S. Oliveira; William Robson Schwartz; David Menotti (IEEE Trans. Inf. Forensics Secur., 2018)

SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition. - Carlos Caetano; Jessica Sena; François Brémond; Jefersson A. dos Santos; William Robson Schwartz (AVSS, 2019)

Multi-task Learning for Low-Resolution License Plate Recognition. - Gabriel Resende Gonçalves; Matheus Alves Diniz; Rayson Laroca; David Menotti; William Robson Schwartz (CIARP, 2019)

Gait Recognition Using Pose Estimation and Signal Processing. - Vitor de Lima; William Robson Schwartz (CIARP, 2019)

Face Spoofing Detection on Low-Power Devices Using Embeddings with Spatial and Frequency-Based Descriptors. - Rafael Henrique Vareto; Matheus Alves Diniz; William Robson Schwartz (CIARP, 2019)

Point-Placement Techniques and Temporal Self-Similarity Maps for Visual Analysis of Surveillance Videos. - Gilson Mendes; José Gustavo de Souza Paiva; William Robson Schwartz (IV (1), 2019)

Multi-Loss Recurrent Residual Networks for Gesture Detection and Recognition. - Igor L. O. Bastos; Victor Hugo Cunha de Melo; William Robson Schwartz (SIBGRAPI, 2019)

Skeleton Image Representation for 3D Action Recognition Based on Tree Structure and Reference Joints. - Carlos Caetano; François Brémond; William Robson Schwartz (SIBGRAPI, 2019)

An Introduction to Deep Morphological Networks. - Keiller Nogueira; Jocelyn Chanussot; Mauro Dalla Mura; William Robson Schwartz; Jefersson A. dos Santos (CoRR, 2019)

An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector. - Rayson Laroca; Luiz Antonio Zanlorensi; Gabriel Resende Gonçalves; Eduardo Todt; William Robson Schwartz; David Menotti (CoRR, 2019)

Convolutional neural networks for automatic meter reading. - Rayson Laroca; Victor Barroso; Matheus Alves Diniz; Gabriel Resende Gonçalves; William Robson Schwartz; David Menotti (J. Electronic Imaging, 2019)

Magnitude-Orientation Stream network and depth information applied to activity recognition. - Carlos Caetano; Victor Hugo Cunha de Melo; François Brémond; Jefersson A. dos Santos; William Robson Schwartz (J. Vis. Commun. Image Represent., 2019)

Kernel cross-view collaborative representation based classification for person re-identification. - Raphael C. Prates; William Robson Schwartz (J. Vis. Commun. Image Represent., 2019)

Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. - Keiller Nogueira; Mauro Dalla Mura; Jocelyn Chanussot; William Robson Schwartz; Jefersson Alex dos Santos (IEEE Trans. Geosci. Remote. Sens., 2019)

Face Attributes as Cues for Deep Face Recognition Understanding. - Matheus Alves Diniz; William Robson Schwartz (FG, 2020)

The Swax Benchmark: Attacking Biometric Systems with Wax Figures. - Rafael Henrique Vareto; Araceli Marcia Saldanha; William Robson Schwartz (ICASSP, 2020)

Unconstrained Face Identification using Ensembles trained on Clustered Data. - Rafael Henrique Vareto; William Robson Schwartz (IJCB, 2020)

Bubblenet: A Disperse Recurrent Structure To Recognize Activities. - Igor L. O. Bastos; Victor Hugo Cunha de Melo; William Robson Schwartz (ICIP, 2020)

Cycleptz: The Learning-Based Control Method For Master-Slave Camera Systems. - Renan Oliveira Reis; Igor Henrique Dias; Raphael C. Prates; William Robson Schwartz (ICIP, 2020)

Stage-Wise Neural Architecture Search. - Artur Jordão; Fernando Akio; Maiko M. I. Lie; William Robson Schwartz (ICPR, 2020)

Open-set Face Recognition for Small Galleries Using Siamese Networks. - Gabriel Salomon 002; Alceu de Souza Britto Jr.; Rafael Henrique Vareto; William Robson Schwartz; David Menotti (IWSSIP, 2020)

Anomaly Event Detection based on People Trajectories for Surveillance Videos. - Rensso Mora Colque; Edward Cayllahua; Victor C. de Melo; Guillermo Cámara Chávez; William Robson Schwartz (VISIGRAPP (5: VISAPP), 2020)

Depth-Wise Neural Architecture Search. - Artur Jordão; Fernando Akio; Maiko Lie 001; William Robson Schwartz (CoRR, 2020)

Deep network compression based on partial least squares. - Artur Jordão; Fernando Yamada; William Robson Schwartz (Neurocomputing, 2020)

Discriminative Layer Pruning for Convolutional Neural Networks. - Artur Jordão; Maiko Lie 001; William Robson Schwartz (IEEE J. Sel. Top. Signal Process., 2020)

Analyzing the Effects of Dimensionality Reduction for Unsupervised Domain Adaptation. - Renato Sergio Lopes Junior; William Robson Schwartz (SIBGRAPI, 2021)

A Generative Approach for Face Mask Removal Using Audio and Appearance. - Luiz Eduardo Coelho Lima; Raphael Felipe de Carvalho Prates; William Robson Schwartz (SIBGRAPI, 2021)

MoRe: A Large-Scale Motorcycle Re-Identification Dataset. - Augusto Figueiredo; Johnata Brayan; Renan Oliveira Reis; Raphael C. Prates; William Robson Schwartz (WACV, 2021)

Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method. - Artur Jordão; Maiko M. I. Lie; Victor Hugo Cunha de Melo; William Robson Schwartz (WACV, 2021)

Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble. - Jessica Sena; Jesimon Barreto Santos; Carlos Caetano; Guilherme Cramer; William Robson Schwartz (Neurocomputing, 2021)

A content-based late fusion approach applied to pedestrian detection. - Jessica Sena; Artur Jordão; William Robson Schwartz (J. Vis. Commun. Image Represent., 2021)

Simple and efficient pose-based gait recognition method for challenging environments. - Vitor de Lima; Victor Hugo Cunha de Melo; William Robson Schwartz (Pattern Anal. Appl., 2021)

Correction to: Simple and efficient pose-based gait recognition method for challenging environments. - Vitor de Lima; Victor Hugo Cunha de Melo; William Robson Schwartz (Pattern Anal. Appl., 2021)

Face spoofing detection via ensemble of classifiers toward low-power devices. - Rafael Henrique Vareto; William Robson Schwartz (Pattern Anal. Appl., 2021)

DASP: Dual-autoencoder Architecture for Skin Prediction. - Igor L. O. Bastos; Victor Hugo Cunha de Melo; Raphael Felipe de Carvalho Prates; William Robson Schwartz (ICIAP (2), 2022)

Pixel-level Class-Agnostic Object Detection using Texture Quantization. - Gabriel Resende Gonçalves; Jessica Sena; William Robson Schwartz; Carlos Antônio Caetano Jr. (SIBGRAPI, 2022)

Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution. - Valfride Nascimento; Rayson Laroca; Jorge de A. Lambert; William Robson Schwartz; David Menotti (SIBGRAPI, 2022)

Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data. - 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 (BIBM, 2023)

Open-Set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. - Rafael Henrique Vareto; Manuel Günther; William Robson Schwartz (SIBGRAPI, 2023)

Open-set Face Recognition using Ensembles trained on Clustered Data. - Rafael Henrique Vareto; William Robson Schwartz (CoRR, 2023)

The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU). - 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 (CoRR, 2023)

Super-resolution of license plate images using attention modules and sub-pixel convolution layers. - Valfride Nascimento; Rayson Laroca; Jorge de A. Lambert; William Robson Schwartz; David Menotti (Comput. Graph., 2023)

Watchlist Challenge: 3rd Open-set Face Detection and Identification. - Furkan Kasim; Terrance E. Boult; Rensso Mora; Bernardo Biesseck; Rafael O. Ribeiro; Jan Schlueter; Tomás Repák; Rafael Henrique Vareto; David Menotti; William Robson Schwartz; M. Günther (IJCB, 2024)

DPR-V2S: A Deep Framework for Periocular Recognition in Surveillance Environments. - Luiz Guilherme Fonseca Carreira; David Menotti; William Robson Schwartz (SIBGRAPI, 2024)

Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven Approach. - Valfride Nascimento; Rayson Laroca; Rafael O. Ribeiro; William Robson Schwartz; David Menotti (SIBGRAPI, 2024)

Watchlist Challenge: 3rd Open-set Face Detection and Identification. - 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 (CoRR, 2024)

Open-set face recognition with maximal entropy and Objectosphere loss. - Rafael Henrique Vareto; Yu Linghu; Terrance E. Boult; William Robson Schwartz; Manuel Günther (Image Vis. Comput., 2024)

Toward Advancing License Plate Super-Resolution in Real-World Scenarios: A Dataset and Benchmark. - Valfride Nascimento; Gabriel E. Lima; Rafael O. Ribeiro; William Robson Schwartz; Rayson Laroca; David Menotti (J. Braz. Comput. Soc., 2025)

A Principled Benchmark for Seismic Data Segmentation. - 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 (IEEE Trans. Geosci. Remote. Sens., 2025)