120 entradas « 2 de 3 »

2016

Dutra, Cristianne Rodrigues Santos

Técnicas Otimizadas para Reidentificaçâo de Pessoas Masters Thesis

Federal University of Minas Gerais, 2016.

Links | BibTeX | Tags: DeepEyes, GigaFrames, Person Re-Identification, VER+

dos Jr., Cassio Santos E; Kijak, Ewa; Gravier, Guillaume; Schwartz, William Robson

Partial least squares for face hashing Journal Article

Neurocomputing, 213 , pp. 34-47, 2016.

Links | BibTeX | Tags:

2015

Colque, Rensso Victor Hugo Mora; Junior, Carlos Antonio Caetano; Schwartz, William Robson

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

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2015.

Links | BibTeX | Tags: Anomalous Event Detection, HOFM, SmartView

dos Junior, Cassio Elias Santos

Partial Least Squares for Face Hashing Masters Thesis

Federal University of Minas Gerais, 2015.

Resumo | Links | BibTeX | Tags: DeepEyes, Face Identification, Face Recognition, GigaFrames, Indexing Structure, Local Sensitive Hashing, Partial Least Squares, VER+

dos Junior, Cassio Elias Santos; Kijak, E; Gravier, G; Schwartz, William Robson

Learning to Hash Faces Using Large Feature Vectors Inproceedings

Content-Based Multimedia Indexing (CBMI), 13th International Workshop on, pp. 1–6, IEEE, 2015.

Links | BibTeX | Tags: Face Identification, Face Recognition, GigaFrames, Indexing Structure, Locality Sensitive Hashing, Partial Least Squares, SmartView, VER+

Hu, Shuowen; Choi, Jonghyun; Chan, Alex L; Schwartz, William Robson

Thermal-to-visible Face Recognition using Partial Least Squares Journal Article

Journal of the Optical Society of America A, 32 (3), pp. 431–442, 2015.

Links | BibTeX | Tags: Face Recognition, Thermal Imaging, VER+

Prado, G L; Schwartz, William Robson; Pedrini, Helio

A Verify-Correct Approach to Person Re-identification Based on Partial Least Squares Signatures Inproceedings

International Conference on Biometrics, pp. 1-7, 2015.

Links | BibTeX | Tags: Partial Least Squares, Person Re-Identification, SmartView, VER+

de Carlos, Gerson Paulo; Pedrini, Helio; Schwartz, William Robson

Classification schemes based on Partial Least Squares for face identification Journal Article

Journal of Visual Communication and Image Representation, 32 , pp. 170 - 179, 2015, ISSN: 1047-3203.

Links | BibTeX | Tags: Face Identification, Face Recognition, One-Against-All Classification Scheme, Partial Least Squares, VER+

Rodrigues, Marco Tulio Alves; Balbino, Daniel; Nascimento, Erickson R; Schwartz, William Robson

A Non-Parametric Approach to Detect Changes in Aerial Images Inproceedings

14th Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-8, 2015.

Links | BibTeX | Tags: Change Detection

Pinto, A; Pedrini, H; Schwartz, William Robson; A, Rocha

Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes Journal Article

Image Processing, IEEE Transactions on, 24 (12), pp. 4726-4740, 2015, ISSN: 1057-7149.

Links | BibTeX | Tags: DET, GigaFrames, Spoofing Detection

Jordao, Artur; de Melo, Victor Hugo Cunha; Schwartz, William Robson

A Study of Filtering Approaches for Sliding Window Pedestrian Detection Inproceedings

Workshop em Visao Computacional (WVC), pp. 1-8, 2015.

Links | BibTeX | Tags: DET, Pedestrian Detection, SmartView

Pessoa, Ramon F; Schwartz, William Robson; dos Santos, Jefersson A

A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices Inproceedings

14th Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-8, 2015.

Links | BibTeX | Tags: DET, Feature Extraction, GigaFrames

dos Junior, Cassio Elias Santos; Gravier, Guillaume; Schwartz, William Robson

SSIG and IRISA at Multimodal Person Discovery Inproceedings

Working Notes Proceedings of the MediaEval 2015 Workshop, 2015.

Links | BibTeX | Tags: Face Recognition, MediaEval, Multimodal Person Discovery, Person Discovery

Peixoto, Sirlene; Gonçalves, Gabriel Resende; Camara-Chavez, Guillermo; Schwartz, William Robson; Gomes, David Menotti

Brazilian License Plate Character Recognition using Deep Learning Inproceedings

Workshop em Visao Computacional (WVC), pp. 1-5, 2015.

Links | BibTeX | Tags: Automatic License Plate Recognition, Deep Learning

de Prates, Raphael Felipe Carvalho; Schwartz, William Robson

CBRA: Color-Based Ranking Aggregation for Person Re-Identification Inproceedings

IEEE International Conference on Image Processing (ICIP), pp. 1-5, 2015.

Links | BibTeX | Tags: CBRA, GigaFrames, Person Re-Identification, Ranking Aggregation, SmartView, VER+

de Prates, Raphael Felipe Carvalho; Schwartz, William Robson

Appearance-Based Person Re-identification by Intra-Camera Discriminative Models and Rank Aggregation Inproceedings

International Conference on Biometrics, pp. 1-8, 2015.

Links | BibTeX | Tags: Person Re-Identification, SmartView

Menotti, D; Chiachia, G; Pinto, A; Schwartz, William Robson; Pedrini, H; Falcao, Xavier A; Rocha, A

Deep Representations for Iris, Face, and Fingerprint Spoofing Detection Journal Article

Information Forensics and Security, IEEE Transactions on, 10 (4), pp. 864-879, 2015, ISSN: 1556-6013.

Links | BibTeX | Tags: Deep Learning, DeepEyes, DET, SmartView, Spoofing Detection

Pinto, A; Schwartz, William Robson; Pedrini, H; Rocha, De Rezende A

Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks Journal Article

Information Forensics and Security, IEEE Transactions on, 10 (5), pp. 1025-1038, 2015, ISSN: 1556-6013.

Links | BibTeX | Tags: DeepEyes, Spoofing Detection

Kloss, Ricardo Barbosa; da Silva, Samira Santos; Cirne, Marcos Vinicius Mussel; Pedrini, Hélio; Schwartz, William Robson

Partial Least Squares Image Clustering Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2015.

Links | BibTeX | Tags: Image Clustering, Image Grouping, Partial Least Squares, Video Summarization

2014

Colque, Rensso Victor Hugo Mora; Chavez, Guillermo Camara; Schwartz, William Robson

Detection of groups of people in surveillance videos based on spatio-temporal clues Inproceedings

19th Iberoamerican Congress on Pattern Recognition (CIARP), pp. 948-955, Springer International Publishing, 2014.

Links | BibTeX | Tags: Crowd Event Detection, DET, Group Detection, SmartView

Junior, Antonio Carlos Nazare

A Scalable and Versatile Framework for Smart Video Surveillance Masters Thesis

Federal University of Minas Gerais, 2014.

Resumo | Links | BibTeX | Tags: ARDOP, Smart Surveillance, Surveillance Systems, VER+, Video Surveillance

Sena, Jessica; Ferreira, Cesar Augusto Moura; dos Junior, Cassio Elias Santos; de Melo, Victor Hugo Cunha; Schwartz, William Robson

Self-Organizing Traffic Lights: A Pedestrian Oriented Approach Miscellaneous

Workshop of Undergraduate Works (WUW) in SIBGRAPI - Conference on Graphics, Patterns and Images, 2014, (1st place award).

Links | BibTeX | Tags: DET, Self-Organizing Pedestrian Traffic Lights

de Melo, Victor Hugo Cunha

Fast and Robust Optimization Approaches for Pedestrian Detection Masters Thesis

Federal University of Minas Gerais, 2014.

Resumo | Links | BibTeX | Tags: ARDOP, Pedestrian Detection, SmartView

de Melo, Victor Hugo Cunha; Leao, Samir Moreira Andrade; Menotti, D; Schwartz, William Robson

An Optimized Sliding Window Approach to Pedestrian Detection Inproceedings

IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2014.

Links | BibTeX | Tags: DET, Pedestrian Detection, Random Filtering, SmartView

Junior, Antonio Carlos Nazare; dos Junior, Cassio Elias Santos; Ferreira, Renato; Schwartz, William Robson

Smart Surveillance Framework: A Versatile Tool for Video Analysis Inproceedings

IEEE Winter Conference on Applications of Computer Vision, pp. 753–760, 2014.

Links | BibTeX | Tags: ARDOP, Smart Surveillance, Smart Surveillance Framework, SmartView, SSF, Surveillance Systems, Video Surveillance

dos Junior, Cassio Elias Santos; Schwartz, William Robson

Extending Face Identification to Open-Set Face Recognition Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2014.

Links | BibTeX | Tags: ARDOP, Face Identification, Face Recognition, Open-Set Classification, SmartView

Sena, Jessica; Ferreira, Cesar Augusto Moura; dos Junior, Cassio Elias Santos; de Melo, Victor Hugo Cunha; Schwartz, William Robson

Self-Organizing Traffic Lights: A Pedestrian Oriented Approach Inproceedings

X Workshop de Visão Computacional, pp. 1-6, 2014.

Links | BibTeX | Tags: DET, Self-Organizing Pedestrian Traffic Lights

Rodrigues, Marco Tulio Alves; Milen, L O; Nascimento, E R; Schwartz, William Robson

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

Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on, pp. 4334-4338, 2014.

Links | BibTeX | Tags: Change Detection

Schwartz, William Robson

Computer Vision: A Reference Guide Book Chapter

Ikeuchi, Katsushi (Ed.): Chapter Appearance-Based Human Detection, pp. 36–38, Springer US, 2014.

Links | BibTeX | Tags: Pedestrian Detection

Junior, Antonio Carlos Nazare; Ferreira, Renato; Schwartz, William Robson

Scalable Feature Extraction for Visual Surveillance Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 375-382, Springer International Publishing, 2014.

Links | BibTeX | Tags: DET, Feature Extraction, Smart Surveillance, SmartView, Surveillance Systems, Video Surveillance

Dutra, Cristianne Rodrigues Santos; Rocha, M C; Schwartz, William Robson

Person Re-Identification Based on Weighted Indexing Structures Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 359-366, Springer International Publishing, 2014.

Links | BibTeX | Tags: ARDOP, Indexing Structure, Inverted Lists, Person Re-Identification, SmartView

de Prates, Raphael Felipe Carvalho; Camara-Chavez, G; Schwartz, William Robson; Gomes, D M

An Adaptive Vehicle License Plate Detection at Higher Matching Degree Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 454-461, Springer International Publishing, 2014.

Links | BibTeX | Tags: Automatic License Plate Recognition, DET, License Plate Detection

2013

Schwartz, William Robson; de Melo, Victor Hugo Cunha; Pedrini, H; Davis, L S

A Data-Driven Detection Optimization Framework Journal Article

Neurocomputing, 104 , pp. 35-49, 2013.

Links | BibTeX | Tags: Partial Least Squares, Pedestrian Detection

Prado, Gabriel Lorencetti; Schwartz, William Robson; Pedrini, Helio

Person Re-identification Using Partial Least Squares Appearance Modeling Incollection

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, pp. 382–390, 2013.

Links | BibTeX | Tags: ARDOP, Person Re-Identification

Carlos, G P; Pedrini, H; Schwartz, William Robson

Fast and Scalable Enrollment for Face Identification based on Partial Least Squares Inproceedings

IEEE International Conference on Automatic Face and Gesture Recognition, 2013.

Links | BibTeX | Tags: ARDOP, Face Identification, Face Recognition, One-Against-Some Classification Scheme

de Siqueira, F R; Schwartz, William Robson; Pedrini, H

Multi-Scale Gray Level Co-Occurrence Matrices for Texture Description Journal Article

Neurocomputing, pp. 1-10, 2013.

Links | BibTeX | Tags: Feature Extraction, GLCM

Chakka, M M; Anjos, A; Marcel, S; Tronci, R; Muntoni, D; Fadda, G; Pili, M; Sirena, N; Murgia, G; Ristori, M; Roli, F; Yan, J; Yi, D; Lei, Z; Zhang, Z; Li, S; Schwartz, William Robson; Rocha, A; Pedrini, H; Lorenzo-Navarro, J; Castrillon-Santana, M; Maatta, J

Competition on Counter Measures to 2D Facial Spoofing Attacks Inproceedings

International Joint Conference on Biometrics, 2013.

Links | BibTeX | Tags: Spoofing Detection

de Lima, Vitor Cezar; Schwartz, William Robson; Pedrini, H

3D Searchless Fractal Video Encoding at Low Bit Rates Journal Article

Journal of Mathematical Imaging and Vision, 45 (3), pp. 239-250, 2013.

Links | BibTeX | Tags: Fractal Compression

de Melo, Victor Hugo Cunha; Leao, Samir Moreira Andrade; Campos, M; Menotti, D; Schwartz, William Robson

Fast Pedestrian Detection based on a Partial Least Squares Cascade Inproceedings

IEEE International Conference on Image Processing, pp. 4146 - 4150, 2013.

Links | BibTeX | Tags: ARDOP, Partial Least Squares, Pedestrian Detection, Rejection Cascade

Dutra, Cristianne Rodrigues Santos; Souza, T; Alves, R; Schwartz, William Robson; Oliveira, L R

Re-identifying People based on Indexing Structure and Manifold Appearance Modeling Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 218-225, 2013.

Links | BibTeX | Tags: ARDOP, Indexing Structure, Inverted Lists, Person Re-Identification, Riemannian Manifold

de Prates, Raphael Felipe Carvalho; Camara-Chavez, G; Schwartz, William Robson; Menotti, D

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

International Journal of Computer Science and Information Technology, 5 , pp. 39-52, 2013.

Links | BibTeX | Tags: ARDOP, Automatic License Plate Recognition, HOG, License Plate Detection

2012

Schwartz, William Robson

Scalable People Re-Identification Based on a One-Against-Some Classification Scheme Inproceedings

IEEE International Conference on Image Processing, 2012.

Links | BibTeX | Tags: One-Against-All Classification Scheme, Person Re-Identification

Chiachia, Giovani; Pinto, Nicolas; Schwartz, William Robson; Rocha, Anderson; Falc~ao, Alexandre X; Cox, David D

Person-Specific Subspace Analysis for Unconstrained Familiar Face Identification. Inproceedings

BMVC, pp. 1–12, 2012.

Links | BibTeX | Tags: Face Recognition, Face Verification, Partial Least Squares

Schwartz, William Robson; Guo, Huimin; Choi, Jonghyun; Davis, Larry S

Face identification using large feature sets Journal Article

Image Processing, IEEE Transactions on, 21 (4), pp. 2245–2255, 2012.

Links | BibTeX | Tags: Face Identification, Face Recognition, Indexing Structure, Partial Least Squares, PFI

Nascimento, E R; Oliveira, G L; Campos, M F M; Schwartz, William Robson

BRAND: A Robust Appearance and Depth Descriptor for RGB-D Images Inproceedings

IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012.

Links | BibTeX | Tags: Feature Extraction

Nascimento, E R; Schwartz, William Robson; Campos, M F M

EDVD - Enhanced Descriptor for Visual and Depth Data Inproceedings

IAPR International Conference on Pattern Recognition, 2012.

Links | BibTeX | Tags: Feature Extraction

Nascimento, E R; Schwartz, William Robson; Oliveira, G L; Vieira, A W; Campos, M F M; Mesquita, D B

Appearance and Geometry Fusion for Enhanced Dense 3D Alignment Inproceedings

Conference on Graphics, Patterns and Images, 2012.

Links | BibTeX | Tags: Feature Extraction

Schwartz, William Robson; Pedrini, H

Evaluation of Feature Descriptors for Texture Classification Journal Article

Journal of Electronic Imaging, 21 (2), pp. 1-17, 2012.

Links | BibTeX | Tags: CCR, Feature Extraction, Fourier Spectrum, Gabor, GLCM, Granulometry, ILBP, LBP, Markov Random Fields, SAR, Texture Classification, Texture Unit, Wavelets

da Silva, R D; Schwartz, William Robson; Pedrini, H

Scalar Image Interest Point Detection and Description Based on Discrete Morse Theory and Geometric Descriptors Inproceedings

IEEE International Conference on Image Processing, 2012.

Links | BibTeX | Tags: Feature Extraction, Morse Theory

Choi, J; Guo, H; Schwartz, William Robson; Davis, L S

A Complementary Local Feature Descriptor for Face Identification Inproceedings

IEEE Workshop on Applications of Computer Vision, pp. 121-128, 2012.

Links | BibTeX | Tags: CCS-POP, Face Identification, Face Recognition, Feature Extraction

120 entradas « 2 de 3 »

120 entradas « 2 de 3 »

2016

Cristianne Rodrigues Santos Dutra

Técnicas Otimizadas para Reidentificaçâo de Pessoas Masters Thesis

Federal University of Minas Gerais, 2016.

Links | BibTeX | Tags: DeepEyes, GigaFrames, Person Re-Identification, VER+

Cassio Santos E dos Jr.; Ewa Kijak; Guillaume Gravier; William Robson Schwartz

Partial least squares for face hashing Journal Article

Neurocomputing, 213 , pp. 34-47, 2016.

Links | BibTeX | Tags:

2015

Rensso Victor Hugo Mora Colque; Carlos Antonio Caetano Junior; William Robson Schwartz

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

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2015.

Links | BibTeX | Tags: Anomalous Event Detection, HOFM, SmartView

Cassio Elias Santos dos Junior

Partial Least Squares for Face Hashing Masters Thesis

Federal University of Minas Gerais, 2015.

Resumo | Links | BibTeX | Tags: DeepEyes, Face Identification, Face Recognition, GigaFrames, Indexing Structure, Local Sensitive Hashing, Partial Least Squares, VER+

Cassio Elias Santos dos Junior; E Kijak; G Gravier; William Robson Schwartz

Learning to Hash Faces Using Large Feature Vectors Inproceedings

Content-Based Multimedia Indexing (CBMI), 13th International Workshop on, pp. 1–6, IEEE, 2015.

Links | BibTeX | Tags: Face Identification, Face Recognition, GigaFrames, Indexing Structure, Locality Sensitive Hashing, Partial Least Squares, SmartView, VER+

Shuowen Hu; Jonghyun Choi; Alex L Chan; William Robson Schwartz

Thermal-to-visible Face Recognition using Partial Least Squares Journal Article

Journal of the Optical Society of America A, 32 (3), pp. 431–442, 2015.

Links | BibTeX | Tags: Face Recognition, Thermal Imaging, VER+

G L Prado; William Robson Schwartz; Helio Pedrini

A Verify-Correct Approach to Person Re-identification Based on Partial Least Squares Signatures Inproceedings

International Conference on Biometrics, pp. 1-7, 2015.

Links | BibTeX | Tags: Partial Least Squares, Person Re-Identification, SmartView, VER+

Gerson Paulo de Carlos; Helio Pedrini; William Robson Schwartz

Classification schemes based on Partial Least Squares for face identification Journal Article

Journal of Visual Communication and Image Representation, 32 , pp. 170 - 179, 2015, ISSN: 1047-3203.

Links | BibTeX | Tags: Face Identification, Face Recognition, One-Against-All Classification Scheme, Partial Least Squares, VER+

Marco Tulio Alves Rodrigues; Daniel Balbino; Erickson R Nascimento; William Robson Schwartz

A Non-Parametric Approach to Detect Changes in Aerial Images Inproceedings

14th Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-8, 2015.

Links | BibTeX | Tags: Change Detection

A Pinto; H Pedrini; William Robson Schwartz; Rocha A

Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes Journal Article

Image Processing, IEEE Transactions on, 24 (12), pp. 4726-4740, 2015, ISSN: 1057-7149.

Links | BibTeX | Tags: DET, GigaFrames, Spoofing Detection

Artur Jordao; Victor Hugo Cunha de Melo; William Robson Schwartz

A Study of Filtering Approaches for Sliding Window Pedestrian Detection Inproceedings

Workshop em Visao Computacional (WVC), pp. 1-8, 2015.

Links | BibTeX | Tags: DET, Pedestrian Detection, SmartView

Ramon F Pessoa; William Robson Schwartz; Jefersson A dos Santos

A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices Inproceedings

14th Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-8, 2015.

Links | BibTeX | Tags: DET, Feature Extraction, GigaFrames

Cassio Elias Santos dos Junior; Guillaume Gravier; William Robson Schwartz

SSIG and IRISA at Multimodal Person Discovery Inproceedings

Working Notes Proceedings of the MediaEval 2015 Workshop, 2015.

Links | BibTeX | Tags: Face Recognition, MediaEval, Multimodal Person Discovery, Person Discovery

Sirlene Peixoto; Gabriel Resende Gonçalves; Guillermo Camara-Chavez; William Robson Schwartz; David Menotti Gomes

Brazilian License Plate Character Recognition using Deep Learning Inproceedings

Workshop em Visao Computacional (WVC), pp. 1-5, 2015.

Links | BibTeX | Tags: Automatic License Plate Recognition, Deep Learning

Raphael Felipe Carvalho de Prates; William Robson Schwartz

CBRA: Color-Based Ranking Aggregation for Person Re-Identification Inproceedings

IEEE International Conference on Image Processing (ICIP), pp. 1-5, 2015.

Links | BibTeX | Tags: CBRA, GigaFrames, Person Re-Identification, Ranking Aggregation, SmartView, VER+

Raphael Felipe Carvalho de Prates; William Robson Schwartz

Appearance-Based Person Re-identification by Intra-Camera Discriminative Models and Rank Aggregation Inproceedings

International Conference on Biometrics, pp. 1-8, 2015.

Links | BibTeX | Tags: Person Re-Identification, SmartView

D Menotti; G Chiachia; A Pinto; William Robson Schwartz; H Pedrini; Xavier A Falcao; A Rocha

Deep Representations for Iris, Face, and Fingerprint Spoofing Detection Journal Article

Information Forensics and Security, IEEE Transactions on, 10 (4), pp. 864-879, 2015, ISSN: 1556-6013.

Links | BibTeX | Tags: Deep Learning, DeepEyes, DET, SmartView, Spoofing Detection

A Pinto; William Robson Schwartz; H Pedrini; De Rezende A Rocha

Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks Journal Article

Information Forensics and Security, IEEE Transactions on, 10 (5), pp. 1025-1038, 2015, ISSN: 1556-6013.

Links | BibTeX | Tags: DeepEyes, Spoofing Detection

Ricardo Barbosa Kloss; Samira Santos da Silva; Marcos Vinicius Mussel Cirne; Hélio Pedrini; William Robson Schwartz

Partial Least Squares Image Clustering Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2015.

Links | BibTeX | Tags: Image Clustering, Image Grouping, Partial Least Squares, Video Summarization

2014

Rensso Victor Hugo Mora Colque; Guillermo Camara Chavez; William Robson Schwartz

Detection of groups of people in surveillance videos based on spatio-temporal clues Inproceedings

19th Iberoamerican Congress on Pattern Recognition (CIARP), pp. 948-955, Springer International Publishing, 2014.

Links | BibTeX | Tags: Crowd Event Detection, DET, Group Detection, SmartView

Antonio Carlos Nazare Junior

A Scalable and Versatile Framework for Smart Video Surveillance Masters Thesis

Federal University of Minas Gerais, 2014.

Resumo | Links | BibTeX | Tags: ARDOP, Smart Surveillance, Surveillance Systems, VER+, Video Surveillance

Jessica Sena; Cesar Augusto Moura Ferreira; Cassio Elias Santos dos Junior; Victor Hugo Cunha de Melo; William Robson Schwartz

Self-Organizing Traffic Lights: A Pedestrian Oriented Approach Miscellaneous

Workshop of Undergraduate Works (WUW) in SIBGRAPI - Conference on Graphics, Patterns and Images, 2014, (1st place award).

Links | BibTeX | Tags: DET, Self-Organizing Pedestrian Traffic Lights

Victor Hugo Cunha de Melo

Fast and Robust Optimization Approaches for Pedestrian Detection Masters Thesis

Federal University of Minas Gerais, 2014.

Resumo | Links | BibTeX | Tags: ARDOP, Pedestrian Detection, SmartView

Victor Hugo Cunha de Melo; Samir Moreira Andrade Leao; D Menotti; William Robson Schwartz

An Optimized Sliding Window Approach to Pedestrian Detection Inproceedings

IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2014.

Links | BibTeX | Tags: DET, Pedestrian Detection, Random Filtering, SmartView

Antonio Carlos Nazare Junior; Cassio Elias Santos dos Junior; Renato Ferreira; William Robson Schwartz

Smart Surveillance Framework: A Versatile Tool for Video Analysis Inproceedings

IEEE Winter Conference on Applications of Computer Vision, pp. 753–760, 2014.

Links | BibTeX | Tags: ARDOP, Smart Surveillance, Smart Surveillance Framework, SmartView, SSF, Surveillance Systems, Video Surveillance

Cassio Elias Santos dos Junior; William Robson Schwartz

Extending Face Identification to Open-Set Face Recognition Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2014.

Links | BibTeX | Tags: ARDOP, Face Identification, Face Recognition, Open-Set Classification, SmartView

Jessica Sena; Cesar Augusto Moura Ferreira; Cassio Elias Santos dos Junior; Victor Hugo Cunha de Melo; William Robson Schwartz

Self-Organizing Traffic Lights: A Pedestrian Oriented Approach Inproceedings

X Workshop de Visão Computacional, pp. 1-6, 2014.

Links | BibTeX | Tags: DET, Self-Organizing Pedestrian Traffic Lights

Marco Tulio Alves Rodrigues; L O Milen; E R Nascimento; William Robson Schwartz

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

Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on, pp. 4334-4338, 2014.

Links | BibTeX | Tags: Change Detection

William Robson Schwartz

Computer Vision: A Reference Guide Book Chapter

Ikeuchi, Katsushi (Ed.): Chapter Appearance-Based Human Detection, pp. 36–38, Springer US, 2014.

Links | BibTeX | Tags: Pedestrian Detection

Antonio Carlos Nazare Junior; Renato Ferreira; William Robson Schwartz

Scalable Feature Extraction for Visual Surveillance Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 375-382, Springer International Publishing, 2014.

Links | BibTeX | Tags: DET, Feature Extraction, Smart Surveillance, SmartView, Surveillance Systems, Video Surveillance

Cristianne Rodrigues Santos Dutra; M C Rocha; William Robson Schwartz

Person Re-Identification Based on Weighted Indexing Structures Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 359-366, Springer International Publishing, 2014.

Links | BibTeX | Tags: ARDOP, Indexing Structure, Inverted Lists, Person Re-Identification, SmartView

Raphael Felipe Carvalho de Prates; G Camara-Chavez; William Robson Schwartz; D M Gomes

An Adaptive Vehicle License Plate Detection at Higher Matching Degree Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP), pp. 454-461, Springer International Publishing, 2014.

Links | BibTeX | Tags: Automatic License Plate Recognition, DET, License Plate Detection

2013

William Robson Schwartz; Victor Hugo Cunha de Melo; H Pedrini; L S Davis

A Data-Driven Detection Optimization Framework Journal Article

Neurocomputing, 104 , pp. 35-49, 2013.

Links | BibTeX | Tags: Partial Least Squares, Pedestrian Detection

Gabriel Lorencetti Prado; William Robson Schwartz; Helio Pedrini

Person Re-identification Using Partial Least Squares Appearance Modeling Incollection

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, pp. 382–390, 2013.

Links | BibTeX | Tags: ARDOP, Person Re-Identification

G P Carlos; H Pedrini; William Robson Schwartz

Fast and Scalable Enrollment for Face Identification based on Partial Least Squares Inproceedings

IEEE International Conference on Automatic Face and Gesture Recognition, 2013.

Links | BibTeX | Tags: ARDOP, Face Identification, Face Recognition, One-Against-Some Classification Scheme

F R de Siqueira; William Robson Schwartz; H Pedrini

Multi-Scale Gray Level Co-Occurrence Matrices for Texture Description Journal Article

Neurocomputing, pp. 1-10, 2013.

Links | BibTeX | Tags: Feature Extraction, GLCM

M M Chakka; A Anjos; S Marcel; R Tronci; D Muntoni; G Fadda; M Pili; N Sirena; G Murgia; M Ristori; F Roli; J Yan; D Yi; Z Lei; Z Zhang; S Li; William Robson Schwartz; A Rocha; H Pedrini; J Lorenzo-Navarro; M Castrillon-Santana; J Maatta

Competition on Counter Measures to 2D Facial Spoofing Attacks Inproceedings

International Joint Conference on Biometrics, 2013.

Links | BibTeX | Tags: Spoofing Detection

Vitor Cezar de Lima; William Robson Schwartz; H Pedrini

3D Searchless Fractal Video Encoding at Low Bit Rates Journal Article

Journal of Mathematical Imaging and Vision, 45 (3), pp. 239-250, 2013.

Links | BibTeX | Tags: Fractal Compression

Victor Hugo Cunha de Melo; Samir Moreira Andrade Leao; M Campos; D Menotti; William Robson Schwartz

Fast Pedestrian Detection based on a Partial Least Squares Cascade Inproceedings

IEEE International Conference on Image Processing, pp. 4146 - 4150, 2013.

Links | BibTeX | Tags: ARDOP, Partial Least Squares, Pedestrian Detection, Rejection Cascade

Cristianne Rodrigues Santos Dutra; T Souza; R Alves; William Robson Schwartz; L R Oliveira

Re-identifying People based on Indexing Structure and Manifold Appearance Modeling Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 218-225, 2013.

Links | BibTeX | Tags: ARDOP, Indexing Structure, Inverted Lists, Person Re-Identification, Riemannian Manifold

Raphael Felipe Carvalho de Prates; G Camara-Chavez; William Robson Schwartz; D Menotti

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

International Journal of Computer Science and Information Technology, 5 , pp. 39-52, 2013.

Links | BibTeX | Tags: ARDOP, Automatic License Plate Recognition, HOG, License Plate Detection

2012

William Robson Schwartz

Scalable People Re-Identification Based on a One-Against-Some Classification Scheme Inproceedings

IEEE International Conference on Image Processing, 2012.

Links | BibTeX | Tags: One-Against-All Classification Scheme, Person Re-Identification

Giovani Chiachia; Nicolas Pinto; William Robson Schwartz; Anderson Rocha; Alexandre X Falc~ao; David D Cox

Person-Specific Subspace Analysis for Unconstrained Familiar Face Identification. Inproceedings

BMVC, pp. 1–12, 2012.

Links | BibTeX | Tags: Face Recognition, Face Verification, Partial Least Squares

William Robson Schwartz; Huimin Guo; Jonghyun Choi; Larry S Davis

Face identification using large feature sets Journal Article

Image Processing, IEEE Transactions on, 21 (4), pp. 2245–2255, 2012.

Links | BibTeX | Tags: Face Identification, Face Recognition, Indexing Structure, Partial Least Squares, PFI

E R Nascimento; G L Oliveira; M F M Campos; William Robson Schwartz

BRAND: A Robust Appearance and Depth Descriptor for RGB-D Images Inproceedings

IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012.

Links | BibTeX | Tags: Feature Extraction

E R Nascimento; William Robson Schwartz; M F M Campos

EDVD - Enhanced Descriptor for Visual and Depth Data Inproceedings

IAPR International Conference on Pattern Recognition, 2012.

Links | BibTeX | Tags: Feature Extraction

E R Nascimento; William Robson Schwartz; G L Oliveira; A W Vieira; M F M Campos; D B Mesquita

Appearance and Geometry Fusion for Enhanced Dense 3D Alignment Inproceedings

Conference on Graphics, Patterns and Images, 2012.

Links | BibTeX | Tags: Feature Extraction

William Robson Schwartz; H Pedrini

Evaluation of Feature Descriptors for Texture Classification Journal Article

Journal of Electronic Imaging, 21 (2), pp. 1-17, 2012.

Links | BibTeX | Tags: CCR, Feature Extraction, Fourier Spectrum, Gabor, GLCM, Granulometry, ILBP, LBP, Markov Random Fields, SAR, Texture Classification, Texture Unit, Wavelets

R D da Silva; William Robson Schwartz; H Pedrini

Scalar Image Interest Point Detection and Description Based on Discrete Morse Theory and Geometric Descriptors Inproceedings

IEEE International Conference on Image Processing, 2012.

Links | BibTeX | Tags: Feature Extraction, Morse Theory

J Choi; H Guo; William Robson Schwartz; L S Davis

A Complementary Local Feature Descriptor for Face Identification Inproceedings

IEEE Workshop on Applications of Computer Vision, pp. 121-128, 2012.

Links | BibTeX | Tags: CCS-POP, Face Identification, Face Recognition, Feature Extraction

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