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2020 – today
- 2024
[j43]Rafael Henrique Vareto, Yu Linghu, Terrance E. Boult, William Robson Schwartz, Manuel Günther
:
Open-set face recognition with maximal entropy and Objectosphere loss. Image Vis. Comput. 141: 104862 (2024)- [i31]Valfride Nascimento, Rayson Laroca, Rafael O. Ribeiro, William Robson Schwartz, David Menotti:
Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven Approach. CoRR abs/2408.15103 (2024) - [i30]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:
Watchlist Challenge: 3rd Open-set Face Detection and Identification. CoRR abs/2409.07220 (2024) - 2023
- [j42]Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti:
Super-resolution of license plate images using attention modules and sub-pixel convolution layers. Comput. Graph. 113: 69-76 (2023) - [c107]Jessica Sena, Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz, Andrea Davidson, Ziyuan Guan, Jesimon Barreto, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, William Robson Schwartz, Parisa Rashidi:
Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data. BIBM 2023: 2207-2212 - [c106]Rafael Henrique Vareto, Manuel Günther, William Robson Schwartz:
Open-Set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. SIBGRAPI 2023: 55-60 - [i29]Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti:
Super-Resolution of License Plate Images Using Attention Modules and Sub-Pixel Convolution Layers. CoRR abs/2305.17313 (2023) - [i28]Rafael Henrique Vareto, William Robson Schwartz:
Open-set Face Recognition using Ensembles trained on Clustered Data. CoRR abs/2308.07445 (2023) - [i27]Rafael Henrique Vareto, Manuel Günther, William Robson Schwartz:
Open-set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. CoRR abs/2308.12371 (2023) - [i26]Rafael Henrique Vareto, Yu Linghu, Terrance E. Boult, William Robson Schwartz, Manuel Günther:
Open-Set Face Recognition with Maximal Entropy and Objectosphere Loss. CoRR abs/2311.00400 (2023) - [i25]Jessica Sena, Mohammad Tahsin Mostafiz, Jiaqing Zhang, Andrea Davidson, Sabyasachi Bandyopadhyay, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Tyler J. Loftus, William Robson Schwartz, Azra Bihorac, Parisa Rashidi:
The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU). CoRR abs/2311.02251 (2023) - 2022
- [c105]Igor L. O. Bastos, Victor Hugo Cunha de Melo, Raphael Felipe de Carvalho Prates, William Robson Schwartz:
DASP: Dual-autoencoder Architecture for Skin Prediction. ICIAP (2) 2022: 429-441 - [c104]Gabriel Resende Gonçalves, Jessica Sena, William Robson Schwartz, Carlos Antônio Caetano Jr.:
Pixel-level Class-Agnostic Object Detection using Texture Quantization. SIBGRAPI 2022: 31-36 - [c103]Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti:
Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution. SIBGRAPI 2022: 228-233 - [i24]Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti:
Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution. CoRR abs/2210.16836 (2022) - 2021
- [j41]Jessica Sena, Jesimon Barreto Santos, Carlos Caetano, Guilherme Cramer, William Robson Schwartz:
Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble. Neurocomputing 444: 226-243 (2021) - [j40]Jessica Sena, Artur Jordão, William Robson Schwartz:
A content-based late fusion approach applied to pedestrian detection. J. Vis. Commun. Image Represent. 77: 103091 (2021) - [j39]Vitor de Lima, Victor Hugo Cunha de Melo, William Robson Schwartz:
Simple and efficient pose-based gait recognition method for challenging environments. Pattern Anal. Appl. 24(2): 497-507 (2021) - [j38]Vitor de Lima, Victor Hugo Cunha de Melo, William Robson Schwartz:
Correction to: Simple and efficient pose-based gait recognition method for challenging environments. Pattern Anal. Appl. 24(2): 509 (2021) - [j37]Rafael Henrique Vareto, William Robson Schwartz:
Face spoofing detection via ensemble of classifiers toward low-power devices. Pattern Anal. Appl. 24(2): 511-521 (2021) - [c102]Renato Sergio Lopes Junior, William Robson Schwartz:
Analyzing the Effects of Dimensionality Reduction for Unsupervised Domain Adaptation. SIBGRAPI 2021: 73-80 - [c101]Luiz Eduardo Coelho Lima, Raphael Felipe de Carvalho Prates, William Robson Schwartz:
A Generative Approach for Face Mask Removal Using Audio and Appearance. SIBGRAPI 2021: 239-246 - [c100]Artur Jordão, Maiko M. I. Lie, Victor Hugo Cunha de Melo, William Robson Schwartz:
Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method. WACV 2021: 1420-1428 - [c99]Augusto Figueiredo, Johnata Brayan, Renan Oliveira Reis, Raphael C. Prates, William Robson Schwartz:
MoRe: A Large-Scale Motorcycle Re-Identification Dataset. WACV 2021: 4033-4042 - [i23]Gabriel Salomon, Alceu S. Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti:
Open-set Face Recognition for Small Galleries Using Siamese Networks. CoRR abs/2105.06967 (2021) - [i22]Matheus Alves Diniz, William Robson Schwartz:
Face Attributes as Cues for Deep Face Recognition Understanding. CoRR abs/2105.07054 (2021) - 2020
- [j36]Artur Jordão, Fernando Yamada, William Robson Schwartz:
Deep network compression based on partial least squares. Neurocomputing 406: 234-243 (2020) - [j35]Artur Jordão, Maiko Lie, William Robson Schwartz:
Discriminative Layer Pruning for Convolutional Neural Networks. IEEE J. Sel. Top. Signal Process. 14(4): 828-837 (2020) - [c98]Matheus Alves Diniz, William Robson Schwartz:
Face Attributes as Cues for Deep Face Recognition Understanding. FG 2020: 307-313 - [c97]Rafael Henrique Vareto, Araceli Marcia Saldanha, William Robson Schwartz:
The Swax Benchmark: Attacking Biometric Systems with Wax Figures. ICASSP 2020: 986-990 - [c96]Rafael Henrique Vareto, William Robson Schwartz:
Unconstrained Face Identification using Ensembles trained on Clustered Data. IJCB 2020: 1-8 - [c95]Renan Oliveira Reis, Igor Henrique Dias, Raphael C. Prates, William Robson Schwartz:
Cycleptz: The Learning-Based Control Method For Master-Slave Camera Systems. ICIP 2020: 286-290 - [c94]Igor L. O. Bastos, Victor Hugo Cunha de Melo, William Robson Schwartz:
Bubblenet: A Disperse Recurrent Structure To Recognize Activities. ICIP 2020: 2216-2220 - [c93]Artur Jordão, Fernando Akio, Maiko M. I. Lie, William Robson Schwartz:
Stage-Wise Neural Architecture Search. ICPR 2020: 1985-1992 - [c92]Gabriel Salomon, Alceu de Souza Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti:
Open-set Face Recognition for Small Galleries Using Siamese Networks. IWSSIP 2020: 161-166 - [c91]Rensso Mora Colque, Edward Cayllahua, Victor C. de Melo, Guillermo Cámara Chávez, William Robson Schwartz:
Anomaly Event Detection based on People Trajectories for Surveillance Videos. VISIGRAPP (5: VISAPP) 2020: 107-116 - [i21]Artur Jordão, Fernando Akio, Maiko Lie, William Robson Schwartz:
Depth-Wise Neural Architecture Search. CoRR abs/2004.11178 (2020)
2010 – 2019
- 2019
- [j34]Rayson Laroca, Victor Barroso, Matheus Alves Diniz, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
Convolutional neural networks for automatic meter reading. J. Electronic Imaging 28(1): 013023 (2019) - [j33]Raphael C. Prates, William Robson Schwartz:
Kernel cross-view collaborative representation based classification for person re-identification. J. Vis. Commun. Image Represent. 58: 304-315 (2019) - [j32]Carlos Caetano, Victor Hugo Cunha de Melo, François Brémond, Jefersson A. dos Santos, William Robson Schwartz:
Magnitude-Orientation Stream network and depth information applied to activity recognition. J. Vis. Commun. Image Represent. 63 (2019) - [j31]Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos:
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. 57(10): 7503-7520 (2019) - [c90]Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz:
SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition. AVSS 2019: 1-8 - [c89]Rafael Henrique Vareto, Matheus Alves Diniz, William Robson Schwartz:
Face Spoofing Detection on Low-Power Devices Using Embeddings with Spatial and Frequency-Based Descriptors. CIARP 2019: 187-197 - [c88]Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz:
Multi-task Learning for Low-Resolution License Plate Recognition. CIARP 2019: 251-261 - [c87]Vitor de Lima, William Robson Schwartz:
Gait Recognition Using Pose Estimation and Signal Processing. CIARP 2019: 719-728 - [c86]Gilson Mendes, José Gustavo de Souza Paiva, William Robson Schwartz:
Point-Placement Techniques and Temporal Self-Similarity Maps for Visual Analysis of Surveillance Videos. IV (1) 2019: 127-132 - [c85]Carlos Caetano, François Brémond, William Robson Schwartz:
Skeleton Image Representation for 3D Action Recognition Based on Tree Structure and Reference Joints. SIBGRAPI 2019: 16-23 - [c84]Igor L. O. Bastos, Victor Hugo Cunha de Melo, William Robson Schwartz:
Multi-Loss Recurrent Residual Networks for Gesture Detection and Recognition. SIBGRAPI 2019: 170-177 - [i20]Rayson Laroca, Victor Barroso, Matheus Alves Diniz, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
Convolutional Neural Networks for Automatic Meter Reading. CoRR abs/1902.09600 (2019) - [i19]Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, William Robson Schwartz, Jefersson A. dos Santos:
An Introduction to Deep Morphological Networks. CoRR abs/1906.01751 (2019) - [i18]Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz:
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition. CoRR abs/1907.13025 (2019) - [i17]Rayson Laroca, Luiz A. Zanlorensi, Gabriel Resende Gonçalves, Eduardo Todt, William Robson Schwartz, David Menotti:
An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector. CoRR abs/1909.01754 (2019) - [i16]Carlos Caetano, François Brémond, William Robson Schwartz:
Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints. CoRR abs/1909.05704 (2019) - [i15]Artur Jordão, Maiko Lie, Victor Hugo Cunha de Melo, William Robson Schwartz:
Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method. CoRR abs/1910.02319 (2019) - [i14]Rafael Henrique Vareto, Araceli Marcia Saldanha, William Robson Schwartz:
The SWAX Benchmark: Attacking Biometric Systems with Wax Figures. CoRR abs/1910.09642 (2019) - 2018
- [j30]Raphael C. Prates, William Robson Schwartz:
Kernel multiblock partial least squares for a scalable and multicamera person reidentification system. J. Electronic Imaging 27(03): 033041 (2018) - [j29]William Robson Schwartz, Larry S. Davis:
Preface of Special Issue on Data Representation and Representation Learning for Video Analysis. Pattern Recognit. Lett. 114: 1 (2018) - [j28]Artur Jordão, Leonardo Antônio Borges Torres, William Robson Schwartz:
Novel approaches to human activity recognition based on accelerometer data. Signal Image Video Process. 12(7): 1387-1394 (2018) - [j27]Eduardo José da S. Luz, Gladston J. P. Moreira, Luiz S. Oliveira, William Robson Schwartz, David Menotti:
Learning Deep Off-the-Person Heart Biometrics Representations. IEEE Trans. Inf. Forensics Secur. 13(5): 1258-1270 (2018) - [c83]Igor L. O. Bastos, Victor Hugo Cunha de Melo, Gabriel Resende Gonçalves, William Robson Schwartz:
MORA: A Generative Approach to Extract Spatiotemporal Information Applied to Gesture Recognition. AVSS 2018: 1-6 - [c82]Gabriel Resende Gonçalves, Antônio Carlos de Nazaré Jr., Matheus Alves Diniz, Luiz Eduardo Coelho Lima, William Robson Schwartz:
AVSS Challenges 2018 Soft Biometric Retrieval Using Deep Multi-Task Network. AVSS 2018: 1-6 - [c81]Antônio Carlos de Nazaré Jr., Filipe de Oliveira Costa, William Robson Schwartz:
Content-Based Multi-Camera Video Alignment using Accelerometer Data. AVSS 2018: 1-6 - [c80]Renan Oliveira Reis, Igor Dias, William Robson Schwartz:
Neural Network Control for Active Cameras Using Master-Slave Setup. AVSS 2018: 1-6 - [c79]Jessica Sena, Jesimon Barreto Santos, William Robson Schwartz:
Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors. EUSIPCO 2018: 1202-1206 - [c78]Ricardo Barbosa Kloss, Artur Jordão, William Robson Schwartz:
Face Verification: Strategies for Employing Deep Models. FG 2018: 258-262 - [c77]Artur Jordão, Ricardo Barbosa Kloss, William Robson Schwartz:
Latent HyperNet: Exploring the Layers of Convolutional Neural Networks. IJCNN 2018: 1-7 - [c76]Rayson Laroca, Evair Severo, Luiz A. Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector. IJCNN 2018: 1-10 - [c75]Victor Hugo Cunha de Melo, Jesimon Barreto Santos, Carlos Caetano, Jessica Sena, Otávio Augusto Bizetto Penatti, William Robson Schwartz:
Object-Based Temporal Segment Relational Network for Activity Recognition. SIBGRAPI 2018: 103-109 - [c74]Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz:
Real-Time Automatic License Plate Recognition through Deep Multi-Task Networks. SIBGRAPI 2018: 110-117 - [c73]Anderson Luis Cavalcanti Sales, Rafael Henrique Vareto, William Robson Schwartz, Guillermo Cámara Chávez:
Single-Shot Person Re-Identification Combining Similarity Metrics and Support Vectors. SIBGRAPI 2018: 250-257 - [c72]Rensso Mora Colque, Carlos Caetano, Victor Hugo Cunha de Melo, Guillermo Cámara Chávez, William Robson Schwartz:
Novel Anomalous Event Detection based on Human-object Interactions. VISIGRAPP (5: VISAPP) 2018: 293-300 - [c71]Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz:
Statistical Measures from Co-occurrence of Codewords for Action Recognition. VISIGRAPP (5: VISAPP) 2018: 301-308 - [i13]Rayson Laroca, Evair Severo, Luiz A. Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
A Robust Real-Time Automatic License Plate Recognition based on the YOLO Detector. CoRR abs/1802.09567 (2018) - [i12]Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos:
Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks. CoRR abs/1804.04020 (2018) - [i11]Jessica Sena, Artur Jordão, William Robson Schwartz:
A Content-Based Late Fusion Approach Applied to Pedestrian Detection. CoRR abs/1806.03361 (2018) - [i10]Artur Jordão, Antonio C. Nazare Jr., Jessica Sena, William Robson Schwartz:
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art. CoRR abs/1806.05226 (2018) - [i9]Artur Jordão, Fernando Yamada, William Robson Schwartz:
Pruning Deep Neural Networks using Partial Least Squares. CoRR abs/1810.07610 (2018) - 2017
- [j26]Rensso Victor Hugo Mora Colque, Carlos Caetano, Matheus Toledo Lustosa de Andrade, William Robson Schwartz:
Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos. IEEE Trans. Circuits Syst. Video Technol. 27(3): 673-682 (2017) - [c70]Igor L. O. Bastos, Larissa Rocha Soares, William Robson Schwartz:
Pyramidal Zernike Over Time: A Spatiotemporal Feature Descriptor Based on Zernike Moments. CIARP 2017: 77-85 - [c69]Ricardo Barbosa Kloss, Artur Jordão, William Robson Schwartz:
Boosted Projection: An Ensemble of Transformation Models. CIARP 2017: 331-338 - [c68]Sirlene Peixoto, Gabriel Resende Gonçalves, Andrea Bianchi, Alceu De S. Brito, William Robson Schwartz, David Menotti:
Noisy Character Recognition Using Deep Convolutional Neural Networks. CIARP 2017: 499-507 - [c67]Rafael Henrique Vareto, Samira Silva, Filipe de Oliveira Costa, William Robson Schwartz:
Towards open-set face recognition using hashing functions. IJCB 2017: 634-641 - [c66]Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos, William Robson Schwartz, David Menotti:
Combination techniques for hyperspectral image interpretation. IGARSS 2017: 3648-3651 - [c65]Carlos Antônio Caetano Jr., Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz:
Activity Recognition Based on a Magnitude-Orientation Stream Network. SIBGRAPI 2017: 47-54 - [c64]Rafael Henrique Vareto, Samira Santos Da Silva, Filipe de Oliveira Costa, William Robson Schwartz:
Face Verification Based on Relational Disparity Features and Partial Least Squares Models. SIBGRAPI 2017: 209-215 - [c63]Igor Leonardo Oliveira Bastos, William Robson Schwartz:
Assigning Relative Importance to Scene Elements. SIBGRAPI 2017: 413-420 - [c62]Vitor de Lima, Thierry Pinheiro Moreira, Hélio Pedrini, William Robson Schwartz:
Fast Scalable Coding based on a 3D Low Bit Rate Fractal Video Encoder. VISIGRAPP (4: VISAPP) 2017: 24-33 - [i8]Carlos Caetano, Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz:
Activity Recognition based on a Magnitude-Orientation Stream Network. CoRR abs/1708.06637 (2017) - [i7]Artur Jordão, Ricardo Barbosa Kloss, William Robson Schwartz:
Latent hypernet: Exploring all Layers from Convolutional Neural Networks. CoRR abs/1711.02652 (2017) - 2016
- [j25]Eduardo José da S. Luz, William Robson Schwartz, Guillermo Cámara Chávez, David Menotti:
ECG-based heartbeat classification for arrhythmia detection: A survey. Comput. Methods Programs Biomed. 127: 144-164 (2016) - [j24]Antonio C. Nazare Jr., William Robson Schwartz:
A scalable and flexible framework for smart video surveillance. Comput. Vis. Image Underst. 144: 258-275 (2016) - [j23]Cassio Elias dos Santos Junior, Ewa Kijak, Guillaume Gravier, William Robson Schwartz:
Partial least squares for face hashing. Neurocomputing 213: 34-47 (2016) - [j22]Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo:
A mid-level video representation based on binary descriptors: A case study for pornography detection. Neurocomputing 213: 102-114 (2016) - [j21]Marco Túlio Alves N. Rodrigues, Daniel Balbino de Mesquita, Erickson R. Nascimento, William Robson Schwartz:
Change detection based on features invariant to monotonic transforms and spatially constrained matching. J. Electronic Imaging 25(1): 013001 (2016) - [j20]Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz:
Benchmark for license plate character segmentation. J. Electronic Imaging 25(5): 053034 (2016) - [j19]Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz:
Errata: Benchmark for license plate character segmentation. J. Electronic Imaging 25(6): 69801 (2016) - [c61]Raphael C. Prates, Marina Oliveira, William Robson Schwartz:
Kernel Partial Least Squares for person re-identification. AVSS 2016: 249-255 - [c60]Raphael C. Prates, Cristianne R. S. Dutra, William Robson Schwartz:
Predominant color name indexing structure for person re-identification. ICIP 2016: 779-783 - [c59]Artur Jordão Lima Correia, William Robson Schwartz:
Oblique random forest based on partial least squares applied to pedestrian detection. ICIP 2016: 2931-2935 - [c58]Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz:
Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor. ICPR 2016: 1947-1952 - [c57]Raphael Felipe de Carvalho Prates, William Robson Schwartz:
Kernel Hierarchical PCA for person re-identification. ICPR 2016: 2091-2096 - [c56]Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos:
Learning to semantically segment high-resolution remote sensing images. ICPR 2016: 3566-3571 - [c55]Artur Jordão, Jessica Sena de Souza, William Robson Schwartz:
A late fusion approach to combine multiple pedestrian detectors. ICPR 2016: 4250-4255 - [c54]Gabriel Resende Gonçalves, David Menotti, William Robson Schwartz:
License plate recognition based on temporal redundancy. ITSC 2016: 2577-2582 - [i6]Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo:
A Mid-level Video Representation based on Binary Descriptors: A Case Study for Pornography Detection. CoRR abs/1605.03804 (2016) - [i5]Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz:
A Benchmark for License Plate Character Segmentation. CoRR abs/1607.02937 (2016) - [i4]João J. de Macedo Neto, Jefersson A. dos Santos, William Robson Schwartz:
Meat adulteration detection through digital image analysis of histological cuts using LBP. CoRR abs/1611.02260 (2016) - [i3]Raphael Felipe de Carvalho Prates, William Robson Schwartz:
Kernel Cross-View Collaborative Representation based Classification for Person Re-Identification. CoRR abs/1611.06969 (2016) - 2015
- [j18]Ricardo Dutra da Silva, William Robson Schwartz, Hélio Pedrini, Jesus Pulido, Bernd Hamann:
A topology-based approach to computing neighborhood-of-interest points using the Morse complex. J. Vis. Commun. Image Represent. 30: 299-311 (2015) - [j17]Gerson de Paulo Carlos, Hélio Pedrini, William Robson Schwartz:
Classification schemes based on Partial Least Squares for face identification. J. Vis. Commun. Image Represent. 32: 170-179 (2015) - [j16]David Menotti, Giovani Chiachia, Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Alexandre Xavier Falcão, Anderson Rocha:
Deep Representations for Iris, Face, and Fingerprint Spoofing Detection. IEEE Trans. Inf. Forensics Secur. 10(4): 864-879 (2015) - [j15]Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Anderson de Rezende Rocha:
Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks. IEEE Trans. Inf. Forensics Secur. 10(5): 1025-1038 (2015) - [j14]Allan da Silva Pinto, Hélio Pedrini, William Robson Schwartz, Anderson Rocha:
Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes. IEEE Trans. Image Process. 24(12): 4726-4740 (2015) - [j13]Jose Gustavo Paiva, William Robson Schwartz, Hélio Pedrini, Rosane Minghim:
An Approach to Supporting Incremental Visual Data Classification. IEEE Trans. Vis. Comput. Graph. 21(1): 4-17 (2015) - [c53]Cassio E. dos Santos, Ewa Kijak, Guillaume Gravier, William Robson Schwartz:
Learning to hash faces using large feature vectors. CBMI 2015: 1-6 - [c52]Keiller Nogueira, William Robson Schwartz, Jefersson Alex dos Santos:
Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. CIARP 2015: 67-74 - [c51]Marco Túlio Alves N. Rodrigues, Daniel Balbino de Mesquita, Erickson Rangel do Nascimento, William Robson Schwartz:
A Non-parametric Approach to Detect Changes in Aerial Images. CIARP 2015: 116-124 - [c50]Ramon F. Pessoa, William Robson Schwartz, Jefersson A. dos Santos:
A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices. CIARP 2015: 424-431 - [c49]Raphael Felipe de Carvalho Prates, William Robson Schwartz:
Appearance-based person re-identification by intra-camera discriminative models and rank aggregation. ICB 2015: 65-72 - [c48]Gabriel Lorencetti Prado, Hélio Pedrini, William Robson Schwartz:
A verify-correct approach to person re-identification based on Partial Least Squares signatures. ICB 2015: 222-228 - [c47]Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, William Robson Schwartz, David Menotti:
Hyperspectral image interpretation based on partial least squares. ICIP 2015: 1885-1889 - [c46]Raphael Felipe de Carvalho Prates, William Robson Schwartz:
CBRA: Color-based ranking aggregation for person re-identification. ICIP 2015: 1975-1979 - [c45]Cassio E. dos Santos, Guillaume Gravier, William Robson Schwartz:
SSIG and IRISA at Multimodal Person Discovery. MediaEval 2015 - [c44]Ricardo Barbosa Kloss, Marcos Vinicius Mussel Cirne, Samira Silva, Hélio Pedrini, William Robson Schwartz:
Partial Least Squares Image Clustering. SIBGRAPI 2015: 41-48 - [c43]Rensso Victor Hugo Mora Colque, Carlos Antônio Caetano Jr., William Robson Schwartz:
Histograms of Optical Flow Orientation and Magnitude to Detect Anomalous Events in Videos. SIBGRAPI 2015: 126-133 - [c42]William Robson Schwartz, Pedro Jussieu de Rezende, Hélio Pedrini:
Faster Approximations of Shortest Geodesic Paths on Polyhedra Through Adaptive Priority Queue. VISAPP (1) 2015: 371-378 - 2014
- [j12]Eduardo José da S. Luz, David Menotti, William Robson Schwartz:
Evaluating the use of ECG signal in low frequencies as a biometry. Expert Syst. Appl. 41(5): 2309-2315 (2014) - [j11]Ricardo Eugenio González Valenzuela, William Robson Schwartz, Hélio Pedrini:
Linear dimensionality reduction applied to scale invariant feature transformation and speeded up robust feature descriptors. J. Electronic Imaging 23(3): 033017 (2014) - [c41]Cristianne R. S. Dutra, Matheus Castro Rocha, William Robson Schwartz:
Person Re-Identification Based on Weighted Indexing Structures. CIARP 2014: 359-366 - [c40]Antonio C. Nazare, Renato Ferreira, William Robson Schwartz:
Scalable Feature Extraction for Visual Surveillance. CIARP 2014: 375-382 - [c39]Raphael C. Prates, Guillermo Cámara Chávez, William Robson Schwartz, David Menotti:
An Adaptive Vehicle License Plate Detection at Higher Matching Degree. CIARP 2014: 454-461 - [c38]Samira Silva, William Robson Schwartz, Guillermo Cámara Chávez:
Spatial Pyramid Matching for Finger Spelling Recognition in Intensity Images. CIARP 2014: 629-636 - [c37]Rensso Mora Colque, Guillermo Cámara Chávez, William Robson Schwartz:
Detection of Groups of People in Surveillance Videos Based on Spatio-Temporal Clues. CIARP 2014: 948-955 - [c36]Marco Túlio Alves N. Rodrigues, Luciano O. Milen, Erickson R. Nascimento, William Robson Schwartz:
Change detection based on features invariant to monotonic transforms and spatial constrained matching. ICASSP 2014: 4334-4338 - [c35]Victor Hugo Cunha de Melo, Samir Leao, David Menotti, William Robson Schwartz:
An Optimized Sliding Window Approach to Pedestrian Detection. ICPR 2014: 4346-4351 - [c34]Cassio Elias dos Santos Junior, William Robson Schwartz:
Extending Face Identification to Open-Set Face Recognition. SIBGRAPI 2014: 188-195 - [c33]Antonio C. Nazare, Cassio E. dos Santos, Renato Ferreira, William Robson Schwartz:
Smart surveillance framework: A versatile tool for video analysis. WACV 2014: 753-760 - [r1]William Robson Schwartz:
Appearance-Based Human Detection. Computer Vision, A Reference Guide 2014: 36-38 - [i2]Raphael Felipe de Carvalho Prates, Guillermo Cámara Chávez, William Robson Schwartz, David Menotti:
Brazilian License Plate Detection Using Histogram of Oriented Gradients and Sliding Windows. CoRR abs/1401.1990 (2014) - [i1]David Menotti, Giovani Chiachia, Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Alexandre Xavier Falcão, Anderson Rocha:
Deep Representations for Iris, Face, and Fingerprint Spoofing Attack Detection. CoRR abs/1410.1980 (2014) - 2013
- [j10]Paulo Roberto de Carvalho Jr., Maikon Cismoski dos Santos, William Robson Schwartz, Hélio Pedrini:
An Improved View Frustum Culling Method using Octrees for 3D Real-Time Rendering. Int. J. Image Graph. 13(3) (2013) - [j9]William Robson Schwartz, Victor Hugo Cunha de Melo, Hélio Pedrini, Larry S. Davis:
A data-driven detection optimization framework. Neurocomputing 104: 35-49 (2013) - [j8]Fernando Roberti de Siqueira, William Robson Schwartz, Hélio Pedrini:
Multi-scale gray level co-occurrence matrices for texture description. Neurocomputing 120: 336-345 (2013) - [j7]Vitor de Lima, William Robson Schwartz, Hélio Pedrini:
3D Searchless Fractal Video Encoding at Low Bit Rates. J. Math. Imaging Vis. 45(3): 239-250 (2013) - [j6]Ricardo Dutra da Silva, Rodrigo Minetto, William Robson Schwartz, Hélio Pedrini:
Adaptive edge-preserving image denoising using wavelet transforms. Pattern Anal. Appl. 16(4): 567-580 (2013) - [c32]Gabriel Lorencetti Prado, William Robson Schwartz, Hélio Pedrini:
Person Re-identification Using Partial Least Squares Appearance Modeling. CIARP (2) 2013: 382-390 - [c31]Gerson de Paulo Carlos, Hélio Pedrini, William Robson Schwartz:
Fast and scalable enrollment for face identification based on Partial Least Squares. FG 2013: 1-8 - [c30]Victor Hugo Cunha de Melo, Samir Leao, Mario Fernando Montenegro Campos, David Menotti, William Robson Schwartz:
Fast pedestrian detection based on a partial least squares cascade. ICIP 2013: 4146-4150 - [c29]Cristianne R. S. Dutra, William Robson Schwartz, Tiago Souza, Raúl Alves, Luciano Oliveira:
Re-identifying People Based on Indexing Structure and Manifold Appearance Modeling. SIBGRAPI 2013: 218-225 - 2012
- [j5]Jose Gustavo Paiva, William Robson Schwartz, Hélio Pedrini, Rosane Minghim:
Semi-Supervised Dimensionality Reduction based on Partial Least Squares for Visual Analysis of High Dimensional Data. Comput. Graph. Forum 31(3pt4): 1345-1354 (2012) - [j4]William Robson Schwartz, Fernando Roberti de Siqueira, Hélio Pedrini:
Evaluation of feature descriptors for texture classification. J. Electronic Imaging 21(2): 023016 (2012) - [j3]William Robson Schwartz, Huimin Guo, Jonghyun Choi, Larry S. Davis:
Face Identification Using Large Feature Sets. IEEE Trans. Image Process. 21(4): 2245-2255 (2012) - [c28]Giovani Chiachia, Nicolas Pinto, William Robson Schwartz, Anderson Rocha, Alexandre X. Falcão, David D. Cox:
Person-Specific Subspace Analysis for Unconstrained Familiar Face Identification. BMVC 2012: 1-12 - [c27]William Robson Schwartz:
Scalable people re-identification based on a one-against-some classification scheme. ICIP 2012: 1613-1616 - [c26]Ricardo Dutra da Silva, William Robson Schwartz, Hélio Pedrini:
Scalar image interest point detection and description based on discrete Morse theory and geometric descriptors. ICIP 2012: 1877-1880 - [c25]Erickson R. Nascimento, William Robson Schwartz, Mario Fernando Montenegro Campos:
EDVD - Enhanced descriptor for visual and depth data. ICPR 2012: 2776-2779 - [c24]Antônio Wilson Vieira, Thomas Lewiner, William Robson Schwartz, Mario Fernando Montenegro Campos:
Distance matrices as invariant features for classifying MoCap data. ICPR 2012: 2934-2937 - [c23]Erickson R. Nascimento, Gabriel L. Oliveira, Mario Fernando Montenegro Campos, Antônio Wilson Vieira, William Robson Schwartz:
BRAND: A robust appearance and depth descriptor for RGB-D images. IROS 2012: 1720-1726 - [c22]Erickson R. Nascimento, William Robson Schwartz, Gabriel L. Oliveira, Antônio Wilson Vieira, Mario Fernando Montenegro Campos, Daniel Balbino de Mesquita:
Appearance and Geometry Fusion for Enhanced Dense 3D Alignment. SIBGRAPI 2012: 47-54 - [c21]Allan da Silva Pinto, Hélio Pedrini, William Robson Schwartz, Anderson Rocha:
Video-Based Face Spoofing Detection through Visual Rhythm Analysis. SIBGRAPI 2012: 221-228 - [c20]Ana Carolina Correia Rézio, William Robson Schwartz, Hélio Pedrini:
Image Sequence Super-resolution based on Learning using Feature Descriptors. VISAPP (1) 2012: 135-144 - [c19]Jonghyun Choi, William Robson Schwartz, Huimin Guo, Larry S. Davis:
A complementary local feature descriptor for face identification. WACV 2012: 121-128 - 2011
- [j2]William Robson Schwartz, Hélio Pedrini:
Improved Fractal Image Compression Based on Robust Feature Descriptors. Int. J. Image Graph. 11(4): 571-587 (2011) - [j1]William Robson Schwartz:
Human Detection Based on Large Feature Sets Using Graphics Processing Units. Informatica (Slovenia) 35(4): 473-479 (2011) - [c18]William Robson Schwartz, Larry S. Davis, Hélio Pedrini:
Local Response Context Applied to Pedestrian Detection. CIARP 2011: 181-188 - [c17]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:
Competition on counter measures to 2-D facial spoofing attacks. IJCB 2011: 1-6 - [c16]Huimin Guo, William Robson Schwartz, Larry S. Davis:
Face verification using large feature sets and one shot similarity. IJCB 2011: 1-8 - [c15]William Robson Schwartz, Anderson Rocha, Hélio Pedrini:
Face spoofing detection through partial least squares and low-level descriptors. IJCB 2011: 1-8 - [c14]William Robson Schwartz, Ricardo Dutra da Silva, Larry S. Davis, Hélio Pedrini:
A novel feature descriptor based on the shearlet transform. ICIP 2011: 1033-1036 - [c13]Vitor de Lima, William Robson Schwartz, Hélio Pedrini:
Fast Low Bit-Rate 3D Searchless Fractal Video Encoding. SIBGRAPI 2011: 189-196 - [p1]Raghuraman Gopalan, William Robson Schwartz, Rama Chellappa, Ankur Srivastava:
Face Detection. Visual Analysis of Humans 2011: 71-90 - 2010
- [b1]William Robson Schwartz:
Looking at People Using Partial Least Squares. University of Maryland, College Park, MD, USA, 2010 - [c12]William Robson Schwartz, Huimin Guo, Larry S. Davis:
A Robust and Scalable Approach to Face Identification. ECCV (6) 2010: 476-489 - [c11]Raghuraman Gopalan, William Robson Schwartz:
Detecting humans under partial occlusion using Markov logic networks. PerMIS 2010: 182-186
2000 – 2009
- 2009
- [c10]William Robson Schwartz, Raghuraman Gopalan, Rama Chellappa, Larry S. Davis:
Robust Human Detection under Occlusion by Integrating Face and Person Detectors. ICB 2009: 970-979 - [c9]William Robson Schwartz, Aniruddha Kembhavi, David Harwood, Larry S. Davis:
Human detection using partial least squares analysis. ICCV 2009: 24-31 - [c8]William Robson Schwartz, Hélio Pedrini, Larry S. Davis:
Video Compression and Retrieval of Moving Object Location Applied to Surveillance. ICIAR 2009: 906-916 - [c7]William Robson Schwartz, Larry S. Davis:
Learning Discriminative Appearance-Based Models Using Partial Least Squares. SIBGRAPI 2009: 322-329 - 2008
- [c6]Ricardo Dutra da Silva, Rodrigo Minetto, William Robson Schwartz, Hélio Pedrini:
Satellite Image Segmentation Using Wavelet Transforms Based on Color and Texture Features. ISVC (2) 2008: 113-122 - 2006
- [c5]William Robson Schwartz, Hélio Pedrini:
Textured Image Segmentation Based on Spatial Dependence using a Markov Random Field Model. ICIP 2006: 2449-2452 - 2004
- [c4]William Robson Schwartz, Hélio Pedrini:
Texture classification based on spatial dependence features using co-occurrence matrices and markov random fields. ICIP 2004: 239-242 - 2002
- [c3]Oliver Matias van Kaick, Murilo Vicente Gonçalves da Silva, Hélio Pedrini, William Robson Schwartz:
Fitting smooth surfaces to scattered 3D data using piecewise quadratic approximation. ICIP (1) 2002: 493-496 - 2001
- [c2]Hélio Pedrini, William Robson Schwartz:
Topographic Feature Identification Based on Triangular Meshes. CAIP 2001: 621-629 - [c1]Hélio Pedrini, William Robson Schwartz, W. Randolph Franklin:
Automatic extraction of topographic features using adaptive triangular meshes. ICIP (3) 2001: 732-735
Coauthor Index
Carlos Antônio Caetano Jr.
aka: Carlos Caetano
aka: Carlos Caetano
Larry Davis 0001
aka: Larry S. Davis
aka: Larry S. Davis
Artur Jordão
aka: Artur Jordão Lima Correia
aka: Artur Jordão Lima Correia
Victor C. de Melo
aka: Victor Hugo Cunha de Melo
aka: Victor Hugo Cunha de Melo
Raphael Felipe de Carvalho Prates
aka: Raphael C. Prates
aka: Raphael C. Prates
Jefersson A. dos Santos
aka: Jefersson Alex dos Santos
aka: Jefersson Alex dos Santos
Jessica Sena
aka: Jessica Sena de Souza
aka: Jessica Sena de Souza
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