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William Robson Schwartz

Universidade Federal de Minas Gerais

37H-index
257Paper Count
7.1KCitation Count
Published Papers 25
Publication Date
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Distance Transform Loss: Boundary-aware segmentation of seismic data
errComputers & Geosciences
IF4.4
err2025-09-30
err0
PREAI
errRafael Henrique Vareto; Ricardo Szczerbacki; Luiz A. Lima; Pedro O.S. Vaz-de-Melo; William Robson Schwartz
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Literature review on deep learning for the segmentation of seismic images
errEarth-Science Reviews
IF10
err2024-11-01
err0
PREAI
errMonteiro, Bruno A. A.; Cangucu, Gabriel L.; Jorge, Leonardo M. S.; Vareto, Rafael H.; Oliveira, Bryan S.; Silva, Thales H.; Lima, Luiz Alberto; Machado, Alexei M. C.; Schwartz, William Robson; Vaz-de-Melo, Pedro O. S.
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Open-set face recognition with maximal entropy and Objectosphere loss
errIMAGE AND VISION COMPUTING
IF4.2
err2024-01-01
err4
errOAAI
errVareto, Rafael Henrique; Yu, Linghu; Boult, Terrance Edward; Schwartz, William Robson; Gunther, Manuel
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errSave
Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble
errNEUROCOMPUTING
IF6.5
err2021-07-01
err57
PREAI
errSena, Jessica; Barreto, Jesimon; Caetano, Carlos; Cramer, Guilherme; Schwartz, William Robson
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errSave
Simple and efficient pose-based gait recognition method for challenging environments (Nov, 10.1007/s10044-020-00935-z, 2020)
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2020-12-11
err0
errOAAI
errde Lima, Vitor C.; Melo, Victor H. C.; Schwartz, William Robson
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errSave
Face spoofing detection via ensemble of classifiers toward low-power devices
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2020-11-13
err7
PREAI
errVareto, Rafael Henrique; Schwartz, William Robson
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errSave
Simple and efficient pose-based gait recognition method for challenging environments
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2020-11-10
err16
PREAI
errde Lima, Vitor C.; Melo, Victor H. C.; Schwartz, William R.
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errSave
Deep network compression based on partial least squares
errNEUROCOMPUTING
IF6.5
err2020-09-01
err9
PREAI
errJordao, Artur; Yamada, Fernando; Schwartz, William Robson
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errSave
Discriminative Layer Pruning for Convolutional Neural Networks
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2020-05-01
err28
PREAI
errJordao, Artur; Lie, Maiko; Schwartz, William Robson
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errSave
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2019-10-01
err118
errOAAI
errNogueira, Keiller; Dalla Mura, Mauro; Chanussot, Jocelyn; Schwartz, William Robson; dos Santos, Jefersson Alex
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Preface of Special Issue on Data Representation and Representation Learning for Video Analysis
errPATTERN RECOGNITION LETTERS
IF3.3
err2018-10-01
err0
PREAI
errSchwartz, William Robson; Davis, Larry S.
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errSave
Learning Deep Off-the-Person Heart Biometrics Representations
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2018-05-01
err78
PREAI
errda Silva Luz, Eduardo Jose; Moreira, Gladston J. P.; Oliveira, Luiz S.; Schwartz, William Robson; Menotti, David
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errSave
Partial least squares for face hashing
errNEUROCOMPUTING
IF6.5
err2016-11-01
err3
errOAAI
errdos Santos, Cassio E., Jr.; Kijak, Ewa; Gravier, Guillaume; Schwartz, William Robson
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errSave
A mid-level video representation based on binary descriptors: A case study for pornography detection
errNEUROCOMPUTING
IF6.5
err2016-11-01
err37
errOAAI
errCaetano, Carlos; Avila, Sandra; Schwartz, William Robson; Guimaraes, Silvio Jamil F.; Araujo, Arnaldo de A.
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errSave
ECG-based heartbeat classification for arrhythmia detection: A survey
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2016-04-01
err580
errOAAI
errLuz, Eduardo Jose da S.; Schwartz, William Robson; Camara-Chavez, Guillermo; Menotti, David
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errSave
Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2015-12-01
err136
PREAI
errPinto, Allan; Pedrini, Helio; Schwartz, William Robson; Rocha, Anderson
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errSave
A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices
errPROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2015
IF0
err2015-10-25
err0
errOAAI
errPessoa, Ramon F.; Schwartz, William R.; dos Santos, Jefersson A.
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errSave
Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2015-05-01
err88
errOAAI
errPinto, Allan; Schwartz, William Robson; Pedrini, Helio; Rocha, Anderson de Rezende
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errSave
Deep Representations for Iris, Face, and Fingerprint Spoofing Detection
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2015-04-01
err233
errOAAI
errMenotti, David; Chiachia, Giovani; Pinto, Allan; Schwartz, William Robson; Pedrini, Helio; Falcao, Alexandre Xavier; Rocha, Anderson
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errSave
Evaluating the use of ECG signal in low frequencies as a biometry
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2014-04-01
err29
errOAAI
errLuz, Eduardo Jose da S.; Menotti, David; Schwartz, William Robson
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errSave

Research Directions

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Co-authors
Cooperation Journals
J
Jocelyn Chanussot
H-index: 105 · Papers: 894
L
Larry S. Davis
H-index: 91 · Papers: 716
L
L.S. Davis
H-index: 57 · Papers: 208
A
Alexandre X. Falcão
H-index: 48 · Papers: 412
L
Luiz S. Oliveira
H-index: 45 · Papers: 257
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