Mostrar todos

2016

Jordao, Artur; Sena, Jessica; Schwartz, William Robson

A Late Fusion Approach to Combine Multiple Pedestrian Detectors Inproceedings

IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2016.

Links | BibTeX | Tags: DeepEyes, Featured Publication, GigaFrames, Pedestrian Detection

Jordao, Artur; Schwartz, William Robson

Oblique Random Forest based on Partial Least Squares Applied to Pedestrian Detection Inproceedings

IEEE International Conference on Image Processing (ICIP), pp. 2931-2935, 2016.

Links | BibTeX | Tags: DeepEyes, Pedestrian Detection, VER+

Jordao, Artur

The Good, the Fast and the Better Pedestrian Detector Masters Thesis

Federal University of Minas Gerais, 2016.

Resumo | Links | BibTeX | Tags: DeepEyes, DET, GigaFrames, Pedestrian Detection, VER+

2015

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

2014

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

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

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

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

Gopalan, R; Schwartz, William Robson

Detecting Humans under Partial Occlusions using Markov Logic Networks Inproceedings

Performance Metrics for Intelligent Systems, 2010.

Links | BibTeX | Tags: Markov Logic Networks, Pedestrian Detection

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; Gopalan, R; Chellappa, R; Davis, L S

Robust Human Detection under Occlusion by Integrating Face and Person Detectors Inproceedings

International Conference on Biometrics, pp. 970-979, 2009.

Links | BibTeX | Tags: Face Detection, Pedestrian Detection

Mostrar todos

2016

Artur Jordao; Jessica Sena; William Robson Schwartz

A Late Fusion Approach to Combine Multiple Pedestrian Detectors Inproceedings

IAPR International Conference on Pattern Recognition (ICPR), pp. 1-6, 2016.

Links | BibTeX | Tags: DeepEyes, Featured Publication, GigaFrames, Pedestrian Detection

Artur Jordao; William Robson Schwartz

Oblique Random Forest based on Partial Least Squares Applied to Pedestrian Detection Inproceedings

IEEE International Conference on Image Processing (ICIP), pp. 2931-2935, 2016.

Links | BibTeX | Tags: DeepEyes, Pedestrian Detection, VER+

Artur Jordao

The Good, the Fast and the Better Pedestrian Detector Masters Thesis

Federal University of Minas Gerais, 2016.

Resumo | Links | BibTeX | Tags: DeepEyes, DET, GigaFrames, Pedestrian Detection, VER+

2015

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

2014

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

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

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

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

R Gopalan; William Robson Schwartz

Detecting Humans under Partial Occlusions using Markov Logic Networks Inproceedings

Performance Metrics for Intelligent Systems, 2010.

Links | BibTeX | Tags: Markov Logic Networks, Pedestrian Detection

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; R Gopalan; R Chellappa; L S Davis

Robust Human Detection under Occlusion by Integrating Face and Person Detectors Inproceedings

International Conference on Biometrics, pp. 970-979, 2009.

Links | BibTeX | Tags: Face Detection, Pedestrian Detection