2018

1.Raphael Prates, William Robson Schwartz (2018): Kernel multiblock partial least squares for a scalable and multicamera person reidentification system. In: Journal of Electronic Imaging, 27 (3), pp. 1-33, 2018. (Type: Article | Links | BibTeX | Tags: Kernel Partial Least Squares, partial least squares, person re-identification)
2.Ricardo Barbosa Kloss, Artur Jordao, William Robson Schwartz (2018): Face Verification Strategies for Employing Deep Models. In: 13th IEEE International Conference on Automatic Face & Gesture Recognition, pp. 258-262, 2018. (Type: Inproceeding | Links | BibTeX | Tags: Artificial Neural Networks, face verification, Metric Learning, Transfer Learning)
3.Artur Jordão, Antonio C. Nazare Jr., Jessica Sena, William Robson Schwartz (2018): Human Activity Recognition Based on Wearable A Standardization of the state-of-the-art. In: arXiv, pp. 1-12, 2018. (Type: Article | Links | BibTeX | Tags: Activity Recognition based on Wearable Sensors, Wearable sensors)
4.Artur Jordão, Ricardo Barbosa Kloss, William Robson Schwartz (2018): Latent HyperNet Exploring the Layers. In: IEEE International Joint Conference on Neural Networks (IJCNN), pp. 1-7, 2018. (Type: Inproceeding | Links | BibTeX | Tags: Activity Recognition based on Wearable Sensors, partial least squares, Wearable sensors)
5.Artur Jordão, Leonardo Antônio Borges Torres, William Robson Schwartz (2018): Novel Approaches to Human Activity Recognition based on Accelerometer Data. In: Signal, Image and Video Processing, 12 (7), pp. 1387–1394, 2018. (Type: Article | Links | BibTeX | Tags: Activity Recognition based on Wearable Sensors, Wearable sensors)
6.Rensso Mora Colque, Carlos Caetano, Victor C. de Melo, Guillermo Camara Chavez, William Robson Schwartz (2018): Novel Anomalous Event Detection based on Human-object Interactions. In: VISAPP 2018 - International Conference on Computer Vision Theory and Applications, pp. 1-8, 2018. (Type: Inproceeding | Links | BibTeX | Tags: anomalous event detection, Contextual Information, Human-object Interaction)
7.Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz (2018): Statistical Measures from Co-occurrence of Codewords for Action Recognition. In: VISAPP 2018 - International Conference on Computer Vision Theory and Applications, pp. 1-8, 2018. (Type: Inproceeding | Links | BibTeX | Tags: Action Recognition, activity recognition, Spatiotemporal Features)
8.Jessica Sena, Jesimon Barreto Santos, William Robson Schwartz (2018): Multiscale DCNN Ensemble Applied to Human Activity Recognition Based on Wearable Sensors. In: 26th European Signal Processing Conference (EUSIPCO 2018), pp. 1-5, 2018. (Type: Inproceeding | Links | BibTeX | Tags: Activity Recognition based on Wearable Sensors, deep learning, Human Activity Recognition, Multimodal data, Wearable sensors)
9.Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz (2018): Real-time Automatic License Plate Recognition Through Deep Multi-Task Networks. In: Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2018. (Type: Inproceeding | Links | BibTeX | Tags: automatic license plate recognition, deep learning, multi-task learning)
10.Igor L. O. Bastos, Victor H. C. Melo, Gabriel Resende Gonçalves, William Robson Schwartz (2018): MORA: A Generative Approach to Extract Spatiotemporal Information Applied to Gesture Recognition. In: 15th International Conference on Advanced Video and Signal-based Surveillance (AVSS), pp. 1-6, 2018. (Type: Inproceeding | Links | BibTeX | Tags: autoencoders, gesture recognition, Recurrent models)
11.Victor Hugo Cunha de Melo, Jesimon B. Santos, Carlos Caetano, Jessica Sena, Otavio A. B. Penatti, William Robson Schwartz (2018): Object-based Temporal Segment Relational Network for Activity Recognition. In: Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2018. (Type: Inproceeding | BibTeX | Tags: activity recognition, relational reasoning, spatial pyramid)
12.Renan Oliveira Reis, Igor Henrique Dias, William Robson Schwartz (2018): Neural network control for active cameras using master-slave setup. In: International Conference on Advanced Video and Signal-based Surveillance (AVSS), pp. 1-6, 2018. (Type: Inproceeding | Links | BibTeX | Tags: Active camera)
13.Antonio Carlos Nazare, Filipe Costa, William Robson Schwartz (2018): Content-Based Multi-Camera Video Alignment using Accelerometer Data. In: Advanced Video and Signal Based Surveillance (AVSS), 2018 15th IEEE International Conference on, pp. 1-6, 2018. (Type: Inproceeding | Links | BibTeX | Tags: Camera Synchronization, Sensors)

2017

14.Igor L. O Bastos, Larissa Rocha Soares, William Robson Schwartz (2017): Pyramidal Zernike Over Time: A spatiotemporal feature descriptor based on Zernike Moments. In: Iberoamerican Congress on Pattern Recognition (CIARP 2017), pp. 77-85, 2017. (Type: Inproceeding | Links | BibTeX | Tags: activity recognition, feature extraction, Zernike Moments)
15.Rafael Vareto, Samira Silva, Filipe Costa, William Robson Schwartz (2017): Towards Open-Set Face Recognition using Hashing Functions. In: International Joint Conference on Biometrics (IJCB), pp. 1-8, 2017. (Type: Inproceeding | Links | BibTeX | Tags: face recognition, open-set classification)
16.Rensso Mora Colque, Carlos Caetano, Matheus Toledo, William Robson Schwartz (2017): Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos. In: IEEE Transactions on Circuits and Systems for Video Technology, 27 (3), pp. 673-682, 2017. (Type: Article | Links | BibTeX | Tags: anomalous event detection, feature extraction)
17.Igor L. O. Bastos, William Robson Schwartz (2017): Assigning Relative Importance to Scene Elements. In: Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017. (Type: Inproceeding | Links | BibTeX | Tags: Importance Assignment)
18.Carlos Caetano, Victor Hugo Cunha de Melo, Jefersson Alex dos Santos, William Robson Schwartz (2017): Activity Recognition based on a Magnitude-Orientation Stream Network. In: Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017. (Type: Inproceeding | Links | BibTeX | Tags: activity recognition, deep learning)
19.Rafael Henrique Vareto, Samira Santos da Silva, Filipe de Oliveira Costa, William Robson Schwartz (2017): Face Verification based on Relational Disparity Features and Partial Least Squares Models. In: Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017. (Type: Inproceeding | Links | BibTeX | Tags: face recognition, face verification)
20.Ricardo Barbosa Kloss, Artur Jordão, William Robson Schwartz (2017): Boosted Projection An Ensemble of Transformation Models. In: 22nd Iberoamerican Congress on Pattern Recognition (CIARP), pp. 331-338, 2017. (Type: Inproceeding | Links | BibTeX | Tags: Computer vision, Dimensionality reduction, Ensemble Partial Least Squares, Machine learning)

2016

21.Raphael Prates, William Robson Schwartz (2016): Kernel Hierarchical PCA for Person Re-Identification. In: IAPR International Conference on Pattern Recognition (ICPR), 2016. (Type: Inproceeding | Abstract | Links | BibTeX | Tags: Kernel Partial Least Squares, partial least squares, person re-identification)
22.Artur Jordao, Jessica de Souza Sena, William Robson Schwartz (2016): A Late Fusion Approach to Combine Multiple Pedestrian Detectors. In: IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2016. (Type: Inproceeding | Links | BibTeX | Tags: pedestrian detection)
23.Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz (2016): Optical Flow Co-occurrence Matrices: A Novel Spatiotemporal Feature Descriptor. In: IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2016. (Type: Inproceeding | Links | BibTeX | Tags: activity recognition, feature extraction)
24.Gabriel Resende Gonçalves, David Menotti, William Robson Schwartz (2016): License Plate Recognition based on Temporal Redundancy. In: IEEE International Conference on Intelligent Transportation Systems (ITSC), pp. 1-5, 2016. (Type: Inproceeding | Links | BibTeX | Tags: automatic license plate recognition)
25.Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz (2016): Benchmark for License Plate Character Segmentation. In: Journal of Electronic Imaging, 25 (5), pp. 1-5, 2016, ISBN: 1017-9909. (Type: Article | Links | BibTeX | Tags: automatic license plate recognition, benchmark, character segmentation, Jaccard coefficient, novel dataset)
26.R. H. Vareto, F. Costa, William Robson Schwartz (2016): Face Identification in Large Galleries. In: Workshop on Face Processing Applications, pp. 1-4, 2016. (Type: Inproceeding | Links | BibTeX | Tags: face identification, face recognition)
27.Raphael Prates, Cristianne Dutra, William Robson Schwartz (2016): Predominant Color Name Indexing Structure for Person Re-Identification. In: IEEE International Conference on Image Processing (ICIP), 2016. (Type: Inproceeding | Abstract | Links | BibTeX | Tags: person re-identification)
28.Raphael Prates, Marina Oliveira, William Robson Schwartz (2016): Kernel Partial Least Squares for Person Re-Identification. In: IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2016. (Type: Inproceeding | Abstract | Links | BibTeX | Tags: Kernel Partial Least Squares, person re-identification)
29.Artur Jordao, William Robson Schwartz (2016): Oblique Random Forest based on Partial Least Squares Applied to Pedestrian Detection. In: IEEE International Conference on Image Processing (ICIP), pp. 2931-2935, 2016. (Type: Inproceeding | Links | BibTeX | Tags: pedestrian detection)
30.Gabriel Resende Goncalves (2016): License Plate Recognition based on Temporal Redundancy. Federal University of Minas Gerais, 2016. (Type: Mastersthesis | Abstract | Links | BibTeX | Tags: automatic license plate recognition)
31.Artur Jordao Lima Correia (2016): The Good, the Fast and the Better Pedestrian Detector. Federal University of Minas Gerais, 2016. (Type: Mastersthesis | Abstract | Links | BibTeX | Tags: pedestrian detection)
32.Marco Túlio Alves Rodrigues (2016): Detecção de Mudanças em Cenas Terrestres usando Imagens Aéreas. 2016. (Type: PhD Thesis | Abstract | Links | BibTeX | Tags: change detection)
33.Cassio E. dos Santos Jr., Ewa Kijak, Guillaume Gravier, William Robson Schwartz (2016): Partial least squares for face hashing. In: Neurocomputing, 213 pp. 34–47, 2016. (Type: Article | Links | BibTeX | Tags: face identification, face recognition, partial least squares)
34.Antonio C. Nazare Jr., William Robson Schwartz (2016): A scalable and flexible framework for smart video surveillance. In: Computer Vision and Image Understanding, 144 (C), pp. 258–275, 2016. (Type: Article | Links | BibTeX | Tags: Smart Surveillance Framework, SSF, surveillance systems, video surveillance)
35.Marco Tulio A. N. Rodrigues, Daniel Balbino de Mesquita, Erickson R. Nascimento, William Robson Schwartz (2016): Change detection based on feature invariant to monotonic transforms and spatially constrained matching. In: Journal of Electronic Imaging, 25 (1), pp. 1-10, 2016. (Type: Article | Links | BibTeX | Tags: change detection)
36.Cristianne Rodrigues Santos Dutra (2016): Técnicas Otimizadas para Reidentificaçâo de Pessoas. Federal University of Minas Gerais, 2016. (Type: Mastersthesis | Links | BibTeX | Tags: person re-identification)

2015

37.Rensso Victor Hugo Mora Colque, Carlos Caetano, William Robson Schwartz (2015): Histograms of Optical Flow Orientation and Magnitude to Detect Anomalous Events in Videos. In: Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2015. (Type: Inproceeding | Links | BibTeX | Tags: anomalous event detection)
38.Cassio Elias dos Santos Junior (2015): Partial Least Squares for Face Hashing. Federal University of Minas Gerais, 2015. (Type: Mastersthesis | Abstract | Links | BibTeX | Tags: face identification, face recognition, indexing structure, local sensitive hashing, partial least squares)
39.C E Santos Jr., E Kijak, G Gravier, W R Schwartz (2015): Learning to Hash Faces Using Large Feature Vectors. In: Content-Based Multimedia Indexing (CBMI), 13th International Workshop on, pp. 1–6, IEEE, 2015. (Type: Inproceeding | Links | BibTeX | Tags: face identification, face recognition, indexing structure, locality sensitive hashing, partial least squares)
40.Shuowen Hu, Jonghyun Choi, Alex L. Chan, William Robson Schwartz (2015): Thermal-to-visible Face Recognition using Partial Least Squares. In: Journal of the Optical Society of America A, 32 (3), pp. 431–442, 2015. (Type: Article | Links | BibTeX | Tags: face recognition, thermal imaging)
41.G. L Prado, William Robson Schwartz, Helio Pedrini (2015): A Verify-Correct Approach to Person Re-identification Based on Partial Least Squares Signatures. In: International Conference on Biometrics, pp. 1-7, 2015. (Type: Inproceeding | Links | BibTeX | Tags: partial least squares, person re-identification)
42.Gerson de Paulo Carlos, Helio Pedrini, William Robson Schwartz (2015): Classification schemes based on Partial Least Squares for face identification. In: Journal of Visual Communication and Image Representation, 32 pp. 170 - 179, 2015, ISSN: 1047-3203. (Type: Article | Links | BibTeX | Tags: face identification, face recognition, one-against-all classification scheme, partial least squares)
43.Marco Tulio Alves Rodrigues, Daniel Balbino, Erickson R. Nascimento, William Robson Schwartz (2015): A Non-Parametric Approach to Detect Changes in Aerial Images. In: 14th Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-8, 2015. (Type: Inproceeding | Links | BibTeX | Tags: change detection)
44.A. Pinto, H. Pedrini, W. Robson Schwartz, A, Rocha (2015): Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes. In: Image Processing, IEEE Transactions on, 24 (12), pp. 4726-4740, 2015, ISSN: 1057-7149. (Type: Article | Links | BibTeX | Tags: spoofing detection)
45.Artur Jordao Lima Correia, Victor Hugo Cunha de Melo, William Robson Schwartz (2015): A Study of Filtering Approaches for Sliding Window Pedestrian Detection. In: Workshop em Visao Computacional (WVC), pp. 1-8, 2015. (Type: Inproceeding | Links | BibTeX | Tags: pedestrian detection)
46.Ramon F. Pessoa, William Robson Schwartz, Jefersson A. dos Santos (2015): A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices. In: 14th Iberoamerican Congress on Pattern Recognition (CIARP), pp. 1-8, 2015. (Type: Inproceeding | Links | BibTeX | Tags: feature extraction)
47.Cassio E. dos Santos, Guillaume Gravier, William Robson Schwartz (2015): SSIG and IRISA at Multimodal Person Discovery. In: Working Notes Proceedings of the MediaEval 2015 Workshop, 2015. (Type: Inproceeding | Links | BibTeX | Tags: face recognition, MediaEval, multimodal person discovery, person discovery)
48.Sirlene Peixoto, Gabriel Resende Gonçalves, Guillermo Camara-Chavez, William Robson Schwartz, David Menotti Gomes (2015): Brazilian License Plate Character Recognition using Deep Learning. In: Workshop em Visao Computacional (WVC), pp. 1-5, 2015. (Type: Inproceeding | Links | BibTeX | Tags: automatic license plate recognition, deep learning)
49.R. F. de C. Prates, W. R. Schwartz (2015): CBRA: Color-Based Ranking Aggregation for Person Re-Identification. In: IEEE International Conference on Image Processing (ICIP), pp. 1-5, 2015. (Type: Inproceeding | Links | BibTeX | Tags: person re-identification, ranking aggregation)
50.R. F. de C. Prates, W. R. Schwartz (2015): Appearance-Based Person Re-identification by Intra-Camera Discriminative Models and Rank Aggregation. In: International Conference on Biometrics, pp. 1-8, 2015. (Type: Inproceeding | Links | BibTeX | Tags: person re-identification)
51.Menotti, D., Chiachia, G., Pinto, A., Robson Schwartz, W., Pedrini, H., Xavier Falcao, A., Rocha, A. (2015): Deep Representations for Iris, Face, and Fingerprint Spoofing Detection. In: Information Forensics and Security, IEEE Transactions on, 10 (4), pp. 864-879, 2015, ISSN: 1556-6013. (Type: Article | Links | BibTeX | Tags: deep learning, spoofing detection)
52.Pinto, A., Robson Schwartz, W., Pedrini, H., De Rezende Rocha, A. (2015): Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks. In: Information Forensics and Security, IEEE Transactions on, 10 (5), pp. 1025-1038, 2015, ISSN: 1556-6013. (Type: Article | Links | BibTeX | Tags: spoofing detection)
53.Ricardo Barbosa Kloss, Samira Silva, Marcos Vinicius Mussel Cirne, Hélio Pedrini, William Robson Schwartz (2015): Partial Least Squares Image Clustering. In: Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2015. (Type: Inproceeding | Links | BibTeX | Tags: image clustering, partial least squares, video summarization)

2014

54.Rensso Victor Hugo Mora Colque, Guillermo Camara Chavez, William Robson Schwartz (2014): Detection of groups of people in surveillance videos based on spatio-temporal clues. In: 19th Iberoamerican Congress on Pattern Recognition (CIARP), pp. 948-955, Springer International Publishing, 2014. (Type: Inproceeding | Links | BibTeX | Tags: crowd event detection, group detection)
55.Antonio Carlos Nazaré Jr. (2014): A Scalable and Versatile Framework for Smart Video Surveillance. Federal University of Minas Gerais, 2014. (Type: Mastersthesis | Abstract | Links | BibTeX | Tags: surveillance systems, video surveillance)
56.J S Souza, C A M Ferreira, C E Santos Jr, V H C Melo, W R Schwartz (2014): Self-Organizing Traffic Lights: A Pedestrian Oriented Approach. Workshop of Undergraduate Works (WUW) in SIBGRAPI - Conference on Graphics, Patterns and Images, 2014, (1st place award). (Type: Misc | Links | BibTeX | Tags: self-organizing pedestrian traffic lights)
57.Victor Hugo Cunha de Melo (2014): Fast and Robust Optimization Approaches for Pedestrian Detection. Federal University of Minas Gerais, 2014. (Type: Mastersthesis | Abstract | Links | BibTeX | Tags: pedestrian detection)
58.V. H. C. Melo, S. Leao, D. Menotti, W. R. Schwartz (2014): An Optimized Sliding Window Approach to Pedestrian Detection. In: IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2014. (Type: Inproceeding | Links | BibTeX | Tags: pedestrian detection, random filtering)
59.A C Nazare Jr, C E Santos Jr, Renato Ferreira, W R Schwartz (2014): Smart Surveillance Framework: A Versatile Tool for Video Analysis. In: IEEE Winter Conference on Applications of Computer Vision, pp. 753–760, 2014. (Type: Inproceeding | Links | BibTeX | Tags: surveillance systems, video surveillance)
60.C E Santos Jr, W R Schwartz (2014): Extending Face Identification to Open-Set Face Recognition. In: Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2014. (Type: Inproceeding | Links | BibTeX | Tags: face identification, face recognition, open-set classification)
61.Jessica S Souza, Cesar A M Ferreira, Cassio E Santos Jr, Victor H C Melo, W R Schwartz (2014): Self-Organizing Traffic Lights: A Pedestrian Oriented Approach. In: X Workshop de Visão Computacional, pp. 1-6, 2014. (Type: Inproceeding | Links | BibTeX | Tags: self-organizing pedestrian traffic lights)
62. M.T.AN. Rodrigues, L.O. Milen, E.R. Nascimento, W. Robson Schwartz (2014): Change detection based on features invariant to monotonic transforms and spatial constrained matching. In: Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on, pp. 4334-4338, 2014. (Type: Inproceeding | Links | BibTeX | Tags: change detection)
63.William Robson Schwartz (2014): Computer Vision: A Reference Guide. In: Ikeuchi, Katsushi (Ed.): Chapter Appearance-Based Human Detection, pp. 36–38, Springer US, 2014. (Type: Inbook | Links | BibTeX | Tags: pedestrian detection)
64.Nazare, Antonio C., Jr., Ferreira, Renato, Schwartz, William Robson (2014): Scalable Feature Extraction for Visual Surveillance. In: Iberoamerican Congress on Pattern Recognition (CIARP), pp. 375-382, Springer International Publishing, 2014. (Type: Inproceeding | Links | BibTeX | Tags: feature extraction, surveillance systems, video surveillance)
65.Dutra, C. R. S., Rocha, M. C., Schwartz, William Robson (2014): Person Re-Identification Based on Weighted Indexing Structures. In: Iberoamerican Congress on Pattern Recognition (CIARP), pp. 359-366, Springer International Publishing, 2014. (Type: Inproceeding | Links | BibTeX | Tags: indexing structure, inverted lists, person re-identification)
66.Prates, R. F. C., Camara-Chavez, G., Schwartz, William Robson, D. M. Gomes (2014): An Adaptive Vehicle License Plate Detection at Higher Matching Degree. In: Iberoamerican Congress on Pattern Recognition (CIARP), pp. 454-461, Springer International Publishing, 2014. (Type: Inproceeding | Links | BibTeX | Tags: automatic license plate recognition, license plate detection)

2013

67.W. R. Schwartz, V. H. C. de Melo, H. Pedrini, L. S. Davis (2013): A Data-Driven Detection Optimization Framework. In: Neurocomputing, 104 pp. 35-49, 2013. (Type: Article | Links | BibTeX | Tags: partial least squares, pedestrian detection)
68.Prado, Gabriel Lorencetti, Schwartz, William Robson, Pedrini, Helio (2013): Person Re-identification Using Partial Least Squares Appearance Modeling. In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, pp. 382–390, 2013. (Type: Incollection | Links | BibTeX | Tags: person re-identification)
69.G. P. Carlos, H. Pedrini, W. R. Schwartz (2013): Fast and Scalable Enrollment for Face Identification based on Partial Least Squares. In: IEEE International Conference on Automatic Face and Gesture Recognition, 2013. (Type: Inproceeding | Links | BibTeX | Tags: face identification, face recognition, one-against-some classification scheme)
70.F. R. de Siqueira, W. R. Schwartz, H. Pedrini (2013): Multi-Scale Gray Level Co-Occurrence Matrices for Texture Description. In: Neurocomputing, pp. 1-10, 2013. (Type: Article | Links | BibTeX | Tags: feature extraction, GLCM)
71.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, W. R. Schwartz, A. Rocha, H. Pedrini, J. Lorenzo-Navarro, M. Castrillon-Santana, J. Maatta (2013): Competition on Counter Measures to 2D Facial Spoofing Attacks. In: International Joint Conference on Biometrics, 2013. (Type: Inproceeding | Links | BibTeX | Tags: spoofing detection)
72.V. de Lima, W. R. Schwartz, H. Pedrini (2013): 3D Searchless Fractal Video Encoding at Low Bit Rates. In: Journal of Mathematical Imaging and Vision, 45 (3), pp. 239-250, 2013. (Type: Article | Links | BibTeX | Tags: fractal compression)
73.V. H. C. de Melo, S. Leao, M. Campos, D. Menotti, W. R. Schwartz (2013): Fast Pedestrian Detection based on a Partial Least Squares Cascade. In: IEEE International Conference on Image Processing, pp. 4146 - 4150, 2013. (Type: Inproceeding | Links | BibTeX | Tags: partial least squares, pedestrian detection, rejection cascade)
74.C. R. S. Dutra, T. Souza, R. Alves, W. R. Schwartz, L. R. Oliveira (2013): Re-identifying People based on Indexing Structure and Manifold Appearance Modeling. In: Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 218-225, 2013. (Type: Inproceeding | Links | BibTeX | Tags: indexing structure, inverted lists, person re-identification, riemannian manifold)
75.R. F. Prates, G. Camara-Chavez, W. R. Schwartz, D. Menotti (2013): Brazilian License Plate Detection Using Histogram of Oriented Gradients and Sliding Windows. In: International Journal of Computer Science and Information Technology, 5 pp. 39-52, 2013. (Type: Article | Links | BibTeX | Tags: automatic license plate recognition, HOG, license plate detection)

2012

76.W. R. Schwartz (2012): Scalable People Re-Identification Based on a One-Against-Some Classification Scheme. In: IEEE International Conference on Image Processing, 2012. (Type: Inproceeding | Links | BibTeX | Tags: one-against-all classification scheme, person re-identification)
77.Chiachia, Giovani, Pinto, Nicolas, Schwartz, William Robson, Rocha, Anderson, Falc~ao, Alexandre X, Cox, David D (2012): Person-Specific Subspace Analysis for Unconstrained Familiar Face Identification.. In: BMVC, pp. 1–12, 2012. (Type: Inproceeding | Links | BibTeX | Tags: face recognition, face verification, partial least squares)
78.Schwartz, William Robson, Guo, Huimin, Choi, Jonghyun, Davis, Larry S (2012): Face identification using large feature sets. In: Image Processing, IEEE Transactions on, 21 (4), pp. 2245–2255, 2012. (Type: Article | Links | BibTeX | Tags: face identification, face recognition, indexing structure, partial least squares)
79.E. R. Nascimento, G. L. Oliveira, M. F. M. Campos, A. W. Vieira, W. R. Schwartz (2012): BRAND: A Robust Appearance and Depth Descriptor for RGB-D Images. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012. (Type: Inproceeding | Links | BibTeX | Tags: feature extraction)
80.E. R. Nascimento, W. R. Schwartz, M. F. M. Campos (2012): EDVD - Enhanced Descriptor for Visual and Depth Data. In: IAPR International Conference on Pattern Recognition, 2012. (Type: Inproceeding | Links | BibTeX | Tags: feature extraction)
81.E. R. Nascimento, W. R. Schwartz, G. L. Oliveira, A. W. Vieira, M. F. M. Campos, D. B. Mesquita (2012): Appearance and Geometry Fusion for Enhanced Dense 3D Alignment. In: Conference on Graphics, Patterns and Images, 2012. (Type: Inproceeding | Links | BibTeX | Tags: feature extraction)
82.W. R. Schwartz, H. Pedrini (2012): Evaluation of Feature Descriptors for Texture Classification. In: Journal of Electronic Imaging, 21 (2), pp. 1-17, 2012. (Type: Article | Links | BibTeX | Tags: CCR, feature extraction, fourier spectrum, Gabor, GLCM, granulometry, ILBP, LBP, Markov random fields, SAR, texture classification, texture unit, wavelets)
83.R. D. da Silva, W. R. Schwartz, H. Pedrini (2012): Scalar Image Interest Point Detection and Description Based on Discrete Morse Theory and Geometric Descriptors. In: IEEE International Conference on Image Processing, 2012. (Type: Inproceeding | Links | BibTeX | Tags: feature extraction, morse theory)
84.J. Choi, H. Guo, W. R. Schwartz, L. S. Davis (2012): A Complementary Local Feature Descriptor for Face Identification. In: IEEE Workshop on Applications of Computer Vision, pp. 121-128, 2012. (Type: Inproceeding | Links | BibTeX | Tags: CCS-POP, face identification, face recognition, feature extraction)
85.A. S. Pinto, H. Pedrini, W. R. Schwartz, A. Rocha (2012): Video-Based Face Spoofing Detection through Visual Rhythm Analysis. In: Conference on Graphics, Patterns and Images, 2012. (Type: Inproceeding | Links | BibTeX | Tags: spoofing detection, visual rhythm)

2011

86.W. R. Schwartz, L. S. Davis, H. Pedrini (2011): Local Response Context Applied to Pedestrian Detection. In: Iberoamerican Congress on Pattern Recognition, pp. 181-188, 2011. (Type: Inproceeding | Links | BibTeX | Tags: partial least squares, pedestrian detection)
87.H. Guo, W. R. Schwartz, L. S. Davis (2011): Face Verification using Large Feature Sets and One Shot Similarity. In: International Joint Conference on Biometrics, 2011. (Type: Inproceeding | Links | BibTeX | Tags: face recognition, face verification, one shot similarity)
88.W. R. Schwartz, R. D. da Silva, L. S. Davis, H. Pedrini (2011): A Novel Feature Descriptor Based on the Shearlet Transform. In: IEEE International Conference on Image Processing, pp. 1033-1036, 2011. (Type: Inproceeding | Links | BibTeX | Tags: feature extraction, HSC, shearlet transform)
89.I. Chingovska, J. Yang, Z. Lei, D. Yi, O Kahm, C. Glaser, N. Damer, A. Kuijper, A. Nouak, J. Komulainen, T. Pereira amd S. Gupta, S. Khandelwal, S. Bansal, A. Rai, T. Krishna, D. Goyal, M. A. Waris, H. Zhang, I. Ahmad, S. Kiranyaz, M. Gabbouj an R. Tronci, M. Pili, N. Sirena, F. Roli, J. Galbally, J. Fierrez, A. Pinto, H. Pedrini, W. R. Schwartz, A. Rocha, A. Anjos, S. R. Marcel (2011): The 2nd Competition on Counter Measures to 2D Face Spoofing Attacks. In: International Conference on Biometrics, pp. 1-6, 2011. (Type: Inproceeding | Links | BibTeX | Tags: spoofing detection)
90.W. R. Schwartz, A. Rocha, H. Pedrini (2011): Face Spoofing Detection through Partial Least Squares and Low-Level Descriptors. In: International Joint Conference on Biometrics, 2011. (Type: Inproceeding | Links | BibTeX | Tags: GLCM, HOG, HSC, spoofing detection)
91.V. de Lima, W. R. Schwartz, H. Pedrini (2011): Fast Low Bit-Rate 3D Searchless Fractal Video Encoding. In: Conference on Graphics, Patterns and Images, pp. 189-196, 2011. (Type: Inproceeding | Links | BibTeX | Tags: fractal compression)
92.W. R. Schwartz, H. Pedrini (2011): Improved Fractal Image Compression Based on Robust Feature Descriptors. In: International Journal of Image and Graphics, 11 (4), pp. 571-587, 2011. (Type: Article | Links | BibTeX | Tags: fractal compression)
93.R. D. da Silva, W. R. Schwartz, H. Pedrini (2011): Image Segmentation Based on Wavelet Feature Descriptor and Dimensionality Reduction Applied to Remote Sensing. In: Chilean Journal of Statistics, 2 (2), pp. 51-60, 2011. (Type: Article | Links | BibTeX | Tags: image segmentation)
94.R. Gopalan, W. R. Schwartz, R. Chellappa, A. Srivastava (2011): A Guide to Visual Analysis of Humans: Looking at People. In: Chapter Face Detection, pp. 71-90, Springer, 2011, ISBN: 978-0-85729-996-3. (Type: Inbook | Links | BibTeX | Tags: face detection)

2010

95.R. Gopalan, W. R. Schwartz (2010): Detecting Humans under Partial Occlusions using Markov Logic Networks. In: Performance Metrics for Intelligent Systems, 2010. (Type: Inproceeding | Links | BibTeX | Tags: markov logic networks, pedestrian detection)
96.W. R. Schwartz, H. Guo, L. S. Davis (2010): A Robust and Scalable Approach to Face Identification. In: European Conference on Computer Vision, pp. 476-489, 2010. (Type: Inproceeding | Links | BibTeX | Tags: face identification, face recognition, one-against-all classification scheme, partial least squares)

2009

97.W. R. Schwartz, A. Kembhavi, D. Harwood, L. S. Davis (2009): Human Detection Using Partial Least Squares Analysis. In: IEEE International Conference on Computer Vision (ICCV), pp. 24-31, 2009, (oral presentation). (Type: Inproceeding | Links | BibTeX | Tags: GLCM, HOG, partial least squares, pedestrian detection, VIP)
98.W. R. Schwartz, R. Gopalan, R. Chellappa, L. S. Davis (2009): Robust Human Detection under Occlusion by Integrating Face and Person Detectors. In: International Conference on Biometrics, pp. 970-979, 2009. (Type: Inproceeding | Links | BibTeX | Tags: face detection, pedestrian detection)
99.W. R. Schwartz, L. S. Davis (2009): Learning Discriminative Appearance-Based Models Using Partial Least Squares. In: Brazilian Symposium on Computer Graphics and Image Processing, 2009. (Type: Inproceeding | Links | BibTeX | Tags: one-against-all classification scheme, partial least squares, person re-identification)
100.W. R. Schwartz, H. Pedrini, L. S. Davis (2009): Video Compression and Retrieval of Moving Object Location Applied to Surveillance. In: International Conference on Image Analysis and Recognition, pp. 906-916, 2009. (Type: Inproceeding | Links | BibTeX | Tags: video compression, video surveillance)

2008

101.R. S. da Silva, R. Minetto, W. R. Schwartz, H. Pedrini (2008): Satellite Image Segmentation Using Wavelet Transforms Based on Color and Texture Features. In: International Symposium on Advances in Visual Computing, pp. 113-122, 2008, ISBN: 978-3-540-89645-6. (Type: Inproceeding | Links | BibTeX | Tags: image segmentation, wavelets)
102.A. Kembhavi, W. R. Schwartz, L. S. Davis (2008): Resource Allocation for Tracking Multiple Targets Using Particle Filters. In: International Workshop on Visual Surveillance, pp. 1-8, 2008. (Type: Inproceeding | Links | BibTeX | Tags: object tracking, person tracking)

2007

103.W. R. Schwartz, H. Pedrini (2007): Color Textured Image Segmentation Based on Spatial Dependence Using 3D Co-occurrence Matrices and Markov Random Fields. In: International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, pp. 81-87, 2007, ISBN: 978-80-86943-01-5. (Type: Inproceeding | Links | BibTeX | Tags: image segmentation, Markov random fields)

2006

104.W. R. Schwartz, H. Pedrini (2006): Textured Image Segmentation Based on Spatial Dependence using a Markov Random Field Model. In: IEEE International Conference on Image Processing, pp. 2449-2452, 2006. (Type: Inproceeding | Links | BibTeX | Tags: image segmentation, Markov random fields, texture segmentation)