Pornography detection using BossaNova video descriptor. - Carlos Caetano; Sandra Eliza Fontes de Avila; Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo (EUSIPCO, 2014)

Graph-Based Hierarchical Video Summarization Using Global Descriptors. - Luciana Belo; Carlos Caetano; Zenilton K. G. do Patrocínio; Silvio Jamil Ferzoli Guimarães (ICTAI, 2014)

Representing local binary descriptors with BossaNova for visual recognition. - Carlos Caetano; Sandra Eliza Fontes de Avila; Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo (SAC, 2014)

Histograms of Optical Flow Orientation and Magnitude to Detect Anomalous Events in Videos. - Rensso Victor Hugo Mora Colque; Carlos Antônio Caetano Jr.; William Robson Schwartz (SIBGRAPI, 2015)

Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor. - Carlos Caetano; Jefersson A. dos Santos; William Robson Schwartz (ICPR, 2016)

Video similarity search by using compact representations. - Henrique Batista da Silva; Raquel Pereira de Almeida 001; Gabriel Barbosa da Fonseca; Carlos Caetano; Dario Vieira; Zenilton Kleber Gonçalves do Patrocínio Jr.; Arnaldo de Albuquerque Araújo; Silvio Jamil Ferzoli Guimarães (SAC, 2016)

Summarizing video sequence using a graph-based hierarchical approach. - Luciana dos Santos Belo; Carlos Antônio Caetano Jr.; Zenilton Kleber Gonçalves do Patrocínio Jr.; Silvio Jamil Ferzoli Guimarães (Neurocomputing, 2016)

A mid-level video representation based on binary descriptors: A case study for pornography detection. - Carlos Caetano; Sandra Eliza Fontes de Avila; William Robson Schwartz; Silvio Jamil Ferzoli Guimarães; Arnaldo de Albuquerque Araújo (Neurocomputing, 2016)

Activity Recognition Based on a Magnitude-Orientation Stream Network. - Carlos Antônio Caetano Jr.; Victor Hugo Cunha de Melo; Jefersson A. dos Santos; William Robson Schwartz (SIBGRAPI, 2017)

Histograms of Optical Flow Orientation and Magnitude and Entropy to Detect Anomalous Events in Videos. - Rensso Victor Hugo Mora Colque; Carlos Caetano; Matheus Toledo Lustosa de Andrade; William Robson Schwartz (IEEE Trans. Circuits Syst. Video Technol., 2017)

Object-Based Temporal Segment Relational Network for Activity Recognition. - Victor Hugo Cunha de Melo; Jesimon Barreto Santos; Carlos Caetano; Jessica Sena; Otávio Augusto Bizetto Penatti; William Robson Schwartz (SIBGRAPI, 2018)

Statistical Measures from Co-occurrence of Codewords for Action Recognition. - Carlos Caetano; Jefersson A. dos Santos; William Robson Schwartz (VISIGRAPP (5: VISAPP), 2018)

Novel Anomalous Event Detection based on Human-object Interactions. - Rensso Mora Colque; Carlos Caetano; Victor Hugo Cunha de Melo; Guillermo Cámara Chávez; William Robson Schwartz (VISIGRAPP (5: VISAPP), 2018)

SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition. - Carlos Caetano; Jessica Sena; François Brémond; Jefersson A. dos Santos; William Robson Schwartz (AVSS, 2019)

Skeleton Image Representation for 3D Action Recognition Based on Tree Structure and Reference Joints. - Carlos Caetano; François Brémond; William Robson Schwartz (SIBGRAPI, 2019)

Magnitude-Orientation Stream network and depth information applied to activity recognition. - Carlos Caetano; Victor Hugo Cunha de Melo; François Brémond; Jefersson A. dos Santos; William Robson Schwartz (J. Vis. Commun. Image Represent., 2019)

Motion-based representations for activity recognition - Carlos Antônio Caetano Jr. (2020)

Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble. - Jessica Sena; Jesimon Barreto Santos; Carlos Caetano; Guilherme Cramer; William Robson Schwartz (Neurocomputing, 2021)

Pixel-level Class-Agnostic Object Detection using Texture Quantization. - Gabriel Resende Gonçalves; Jessica Sena; William Robson Schwartz; Carlos Antônio Caetano Jr. (SIBGRAPI, 2022)

Data-Driven Autonomous Meal Session Detection Using Smartwatches. - W. Camilo Ariza-Zambrano; Vinicius H. Cene; Dayane Oliveira Gonçalves; Carlos Caetano; Otávio A. B. Penatti (BSN, 2024)

Mastering Scene Understanding: Scene Graphs to the Rescue. - Carlos Caetano; Leo Sampaio Ferraz Ribeiro; Camila Laranjeira; Gabriel Oliveira dos Santos; Artur Barros; Caio Petrucci; Andreza Aparecida dos Santos; João Macedo; Gil Carvalho; Fabrício Benevenuto; Jefersson A. dos Santos; Sandra Avila (SIBGRAPI, 2024)

Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability. - Carlos Caetano; Gabriel Oliveira dos Santos; Caio Petrucci; Artur Barros; Camila Laranjeira; Leo Sampaio Ferraz Ribeiro; Júlia Fernandes de Mendonça; Jefersson A. dos Santos; Sandra Avila (FAccT, 2025)