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2018

de Prates, Raphael Felipe Carvalho; Schwartz, William Robson

Kernel multiblock partial least squares for a scalable and multicamera person reidentification system Journal Article

pp. 1-33, 2018.

Links | BibTeX | Tags: Kernel Partial Least Squares, Partial Least Squares, Person Re-Identification

Jordao, Artur; Kloss, Ricardo Barbosa; Schwartz, William Robson

Latent hypernet: Exploring all Layers from Convolutional Neural Networks Inproceedings

IEEE International Joint Conference on Neural Networks (IJCNN), pp. 1-7, 2018.

Links | BibTeX | Tags: Activity Recognition Based on Wearable Sensors, DeepEyes, GigaFrames, Partial Least Squares, Wearable Sensors

2016

de Prates, Raphael Felipe Carvalho; Schwartz, William Robson

Kernel Hierarchical PCA for Person Re-Identification Inproceedings

IAPR International Conference on Pattern Recognition (ICPR), 2016.

Abstract | Links | BibTeX | Tags: Kernel Hierarchical PCA, Kernel Partial Least Squares, Partial Least Squares, Person Re-Identification

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

Partial least squares for face hashing Journal Article

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

Links | BibTeX | Tags: Face Identification, Face Recognition, Featured Publication, Partial Least Squares

2015

dos Junior, Cassio Elias Santos

Partial Least Squares for Face Hashing Masters Thesis

Federal University of Minas Gerais, 2015.

Abstract | 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+

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+

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

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

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

2012

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

2011

Schwartz, William Robson; Davis, L S; Pedrini, H

Local Response Context Applied to Pedestrian Detection Inproceedings

Iberoamerican Congress on Pattern Recognition, pp. 181-188, 2011.

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

2010

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

A Robust and Scalable Approach to Face Identification Inproceedings

European Conference on Computer Vision, pp. 476-489, 2010.

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

2009

Schwartz, William Robson; Kembhavi, A; Harwood, D; Davis, L S

Human Detection Using Partial Least Squares Analysis Inproceedings

IEEE International Conference on Computer Vision (ICCV), pp. 24-31, 2009, (oral presentation).

Links | BibTeX | Tags: DetectorPLS, GLCM, HOG, Partial Least Squares, Pedestrian Detection, PLS NIPALS, VIP

Schwartz, William Robson; Davis, L S

Learning Discriminative Appearance-Based Models Using Partial Least Squares Inproceedings

Brazilian Symposium on Computer Graphics and Image Processing, 2009.

Links | BibTeX | Tags: ETHZ, One-Against-All Classification Scheme, Partial Least Squares, Person Re-Identification

Show all

2018

Raphael Felipe Carvalho de Prates; William Robson Schwartz

Kernel multiblock partial least squares for a scalable and multicamera person reidentification system Journal Article

pp. 1-33, 2018.

Links | BibTeX | Tags: Kernel Partial Least Squares, Partial Least Squares, Person Re-Identification

Artur Jordao; Ricardo Barbosa Kloss; William Robson Schwartz

Latent hypernet: Exploring all Layers from Convolutional Neural Networks Inproceedings

IEEE International Joint Conference on Neural Networks (IJCNN), pp. 1-7, 2018.

Links | BibTeX | Tags: Activity Recognition Based on Wearable Sensors, DeepEyes, GigaFrames, Partial Least Squares, Wearable Sensors

2016

Raphael Felipe Carvalho de Prates; William Robson Schwartz

Kernel Hierarchical PCA for Person Re-Identification Inproceedings

IAPR International Conference on Pattern Recognition (ICPR), 2016.

Abstract | Links | BibTeX | Tags: Kernel Hierarchical PCA, Kernel Partial Least Squares, Partial Least Squares, Person Re-Identification

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

Partial least squares for face hashing Journal Article

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

Links | BibTeX | Tags: Face Identification, Face Recognition, Featured Publication, Partial Least Squares

2015

Cassio Elias Santos dos Junior

Partial Least Squares for Face Hashing Masters Thesis

Federal University of Minas Gerais, 2015.

Abstract | 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+

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+

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

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

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

2012

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

2011

William Robson Schwartz; L S Davis; H Pedrini

Local Response Context Applied to Pedestrian Detection Inproceedings

Iberoamerican Congress on Pattern Recognition, pp. 181-188, 2011.

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

2010

William Robson Schwartz; H Guo; L S Davis

A Robust and Scalable Approach to Face Identification Inproceedings

European Conference on Computer Vision, pp. 476-489, 2010.

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

2009

William Robson Schwartz; A Kembhavi; D Harwood; L S Davis

Human Detection Using Partial Least Squares Analysis Inproceedings

IEEE International Conference on Computer Vision (ICCV), pp. 24-31, 2009, (oral presentation).

Links | BibTeX | Tags: DetectorPLS, GLCM, HOG, Partial Least Squares, Pedestrian Detection, PLS NIPALS, VIP

William Robson Schwartz; L S Davis

Learning Discriminative Appearance-Based Models Using Partial Least Squares Inproceedings

Brazilian Symposium on Computer Graphics and Image Processing, 2009.

Links | BibTeX | Tags: ETHZ, One-Against-All Classification Scheme, Partial Least Squares, Person Re-Identification