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2017

Bastos, Igor Leonardo Oliveira; Soares, Larissa Rocha; Schwartz, William Robson

Pyramidal Zernike Over Time: A spatiotemporal feature descriptor based on Zernike Moments Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP 2017), pp. 77-85, 2017.

Links | BibTeX | Tags: Activity Recognition, DeepEyes, Feature Extraction, GigaFrames, Zernike Moments

Colque, Rensso Victor Hugo Mora; Junior, Carlos Antonio Caetano; de Andrade, Matheus Toledo Lustosa; Schwartz, William Robson

Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos Journal Article

IEEE Transactions on Circuits and Systems for Video Technology, 27 (3), pp. 673-682, 2017.

Links | BibTeX | Tags: Anomalous Event Detection, DeepEyes, Feature Extraction, GigaFrames

2016

Junior, Carlos Antonio Caetano; dos Santos, Jefersson A; Schwartz, William Robson

Optical Flow Co-occurrence Matrices: A Novel Spatiotemporal Feature Descriptor Inproceedings

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

Links | BibTeX | Tags: Activity Recognition, Descriptor, Feature Extraction, Featured Publication, OFCM, VER+

2015

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

2014

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

2013

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

2012

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

2011

Schwartz, William Robson; da Silva, R D; Davis, L S; Pedrini, H

A Novel Feature Descriptor Based on the Shearlet Transform Inproceedings

IEEE International Conference on Image Processing, pp. 1033-1036, 2011.

Links | BibTeX | Tags: Feature Extraction, HSC, Shearlet Transform

Show all

2017

Igor Leonardo Oliveira Bastos; Larissa Rocha Soares; William Robson Schwartz

Pyramidal Zernike Over Time: A spatiotemporal feature descriptor based on Zernike Moments Inproceedings

Iberoamerican Congress on Pattern Recognition (CIARP 2017), pp. 77-85, 2017.

Links | BibTeX | Tags: Activity Recognition, DeepEyes, Feature Extraction, GigaFrames, Zernike Moments

Rensso Victor Hugo Mora Colque; Carlos Antonio Caetano Junior; Matheus Toledo Lustosa de Andrade; William Robson Schwartz

Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos Journal Article

IEEE Transactions on Circuits and Systems for Video Technology, 27 (3), pp. 673-682, 2017.

Links | BibTeX | Tags: Anomalous Event Detection, DeepEyes, Feature Extraction, GigaFrames

2016

Carlos Antonio Caetano Junior; Jefersson A dos Santos; William Robson Schwartz

Optical Flow Co-occurrence Matrices: A Novel Spatiotemporal Feature Descriptor Inproceedings

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

Links | BibTeX | Tags: Activity Recognition, Descriptor, Feature Extraction, Featured Publication, OFCM, VER+

2015

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

2014

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

2013

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

2012

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

2011

William Robson Schwartz; R D da Silva; L S Davis; H Pedrini

A Novel Feature Descriptor Based on the Shearlet Transform Inproceedings

IEEE International Conference on Image Processing, pp. 1033-1036, 2011.

Links | BibTeX | Tags: Feature Extraction, HSC, Shearlet Transform