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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; 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+

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

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

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

de Melo, Victor Hugo Cunha

Fast and Robust Optimization Approaches for Pedestrian Detection Masters Thesis

Federal University of Minas Gerais, 2014.

Abstract | 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

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

Show all

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; 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+

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

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

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

Victor Hugo Cunha de Melo

Fast and Robust Optimization Approaches for Pedestrian Detection Masters Thesis

Federal University of Minas Gerais, 2014.

Abstract | 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

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