Carlos Antônio Caetano Júnior

Ph.D. Student

Lattes: http://lattes.cnpq.br/5151501688902801
Email: carlos.a.caetano.jr@gmail.com

PhD student in Computer Science at the Federal University of Minas Gerais (UFMG) and researcher at the Smart Sense Laboratory / DCC / ICEx / UFMG. He is currently developing part of his PhD studies at the INRIA Sophia Antipolis Center in France (CNPq scholarship), as a researcher on the STARS team (under the guidance of Dr. François Brémond). Master in Computer Science from the Federal University of Minas Gerais (UFMG). Bachelor in Information Systems from the Pontifical Catholic University of Minas Gerais (PUC Minas). During the master’s degree, he was part of the Nucleus of Digital Image Processing (NPDI / DCC / ICEx / UFMG) as researcher. As an undergraduate student, he was part of the undergraduate research program of PUC Minas as a CNPq Scholarship participant, where he worked as a researcher for the Visual-Audio Information Processing Laboratory (VIPLAB). Has research experience in Computational Vision, Digital Image and Video Processing, Classification of Images and Videos, Descriptors of Images and Videos Features, Image Representation and Automatic Video Summarization.

Dissertation

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Publications

Caetano, Carlos; de Melo, Victor H C; Brémond, François; dos Santos, Jefersson A; Schwartz, William Robson

Magnitude-Orientation Stream network and depth information applied to activity recognition Journal Article

Journal of Visual Communication and Image Representation, 63 , pp. 102596, 2019, ISSN: 1047-3203.

Abstract | Links | BibTeX

Caetano, Carlos; Bremond, Francois; Schwartz, William Robson

Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints Inproceedings

Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2019.

Links | BibTeX

Caetano, Carlos; Souza, Jessica; Bremond, Francois; Santos, Jefersson; Schwartz, William Robson

SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition Inproceedings

16th International Conference on Advanced Video and Signal-based Surveillance (AVSS), pp. 1-6, 2019.

Links | BibTeX

de Melo, Victor Hugo Cunha; Santos, Jesimon Barreto; Junior, Carlos Antonio Caetano; Sena, Jessica; Penatti, Otavio A B; Schwartz, William Robson

Object-based Temporal Segment Relational Network for Activity Recognition Inproceedings

Conference on Graphic, Patterns and Images (SIBGRAPI), pp. 1-8, 2018.

BibTeX

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

Statistical Measures from Co-occurrence of Codewords for Action Recognition Inproceedings

VISAPP 2018 - International Conference on Computer Vision Theory and Applications, pp. 1-8, 2018.

Links | BibTeX

Colque, Rensso Victor Hugo Mora; Junior, Carlos Antonio Caetano; de Melo, Victor Hugo Cunha; Chavez, Guillermo Camara; Schwartz, William Robson

Novel Anomalous Event Detection based on Human-object Interactions Inproceedings

VISAPP 2018 - International Conference on Computer Vision Theory and Applications, pp. 1-8, 2018.

Links | BibTeX

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

Junior, Carlos Antonio Caetano; de Melo, Victor Hugo Cunha; dos Santos, Jefersson Alex; Schwartz, William Robson

Activity Recognition based on a Magnitude-Orientation Stream Network Inproceedings

Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2017.

Links | BibTeX

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

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