Direct high-throughput deconvolution of non-canonical bases via nanopore sequencing and bootstrapped learning. [ DOI | PDF | Code | Data]
Mauricio Perez, Michiko Kimoto, Priscilla Rajakumar, Chayaporn Suphavilai, Rafael Peres da Silva, Hui Pen Tan, Nicholas Ting Xun Ong, Hannah Nicholas, Ichiro Hirao, Wei Leong Chew & Niranjan Nagarajan
Nature Communications (Nat. Comm.), 2025
Skeleton-based Relational Reasoning for Group Activity Analysis. [ DOI | PDF | Data]
Mauricio Perez, Jun Liu, Alex C. Kot
Elsevier Pattern Recognition (PR), 2021
Interaction Relational Network for Mutual Action Recognition. [ DOI | PDF | Code]
Mauricio Perez, Jun Liu, Alex C. Kot
IEEE Transactions on Multimedia (TMM), 2021
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding. [ DOI | PDF | Dataset | Code ]
Jun Liu, Amir Shahroudy, Mauricio Perez, Gang Wang, Ling-Yu Duan, Alex C. Kot
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Interaction Recognition Through Body Parts Relation Reasoning. [ DOI | PDF | Code ]
Mauricio Perez, Jun Liu, Alex C. Kot
IAPR Asian Conference on Pattern Recognition (ACPR), 2019
Detection of Real-world Fights in Surveillance Videos. [ DOI | PDF | Dataset | Poster ]
Mauricio Perez, Alex C. Kot, Anderson Rocha
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Multimodal Data Fusion for Sensitive Scene Localization. [ DOI| PDF ]
Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha.
Information Fusion, vol. 45, p. 307-323, 2019.
Leveraging Deep Neural Networks to Fight Child Pornography in the Age of Social Media. [ DOI| PDF ]
Paulo Vitorino, Sandra Avila, Mauricio Perez, Anderson Rocha.
Journal of Visual Communication and Image Representation, vol. 50, p. 303-313, 2018.
Video pornography detection through deep learning techniques and motion information. [ DOI | PDF ]
Mauricio Perez, Sandra Avila, Daniel Moreira, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha.
Neurocomputing, vol. 230, p. 279-293, 2017.
Temporal Robust Features for Violence Detection. [ DOI| PDF ]
Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha.
IEEE Winter Conference on Applications of Computer Vision, p. 391-399, 2017.
Pornography Classification: The Hidden Clues in Video Space-Time. [ DOI | PDF ]
Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha.
Forensic Science International, vol. 268, p. 46-61, 2016.
Where is my puppy? Retrieving lost dogs by facial features. [ DOI | PDF ]
Thierry Moreira, Mauricio Perez, Rafael Werneck, Eduardo Valle.
Multimedia Tools and Applications, p. 1-16, 2016.
RECOD at MediaEval 2015: Affective Impact of Movies Task. [ PDF ]
D. Moreira, S. Avila, M. Perez, D. Moraes, V. Testoni, E. Valle, S. Goldenstein, A. Rocha.
Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015, CEUR-WS.org, online
RECOD at MediaEval 2014: Violent Scenes Detection Task. [ PDF ]
2nd place at Violent Scenes Detection: Generalisation Task of MediaEval multimedia benchmarking.
S. Avila, D. Moreira, M. Perez, D. Moraes, I. Cota, V. Testoni, E. Valle, S. Goldenstein, A. Rocha.
Working Notes Proceedings of the MediaEval 2014 Workshop, Barcelona, Catalunya, Spain, October 16-17, 2014, CEUR-WS.org, online
Multimodal and Real-time Method for Sensitive Media Content Filtering.
AVILA, S. ; MOREIRA, D. ; PEREZ, M. ; MORAES, D. ; TESTONI, V. ; VALLE, E. ; GOLDENSTEIN, S. ; ROCHA, A. .
2016, United States. Patent: Privilege Innovation. Register number: 15198626, title: "Multimodal and Real-time Method for Sensitive Media Content Filtering" , Registration institution: United States Patent and Trademark Office. Deposit: 30/06/2016