Fast pedestrian detection based on a partial least squares cascade. - Victor Hugo Cunha de Melo; Samir Leao; Mario Fernando Montenegro Campos; David Menotti; William Robson Schwartz (ICIP, 2013)

A data-driven detection optimization framework. - William Robson Schwartz; Victor Hugo Cunha de Melo; Hélio Pedrini; Larry S. Davis (Neurocomputing, 2013)

An Optimized Sliding Window Approach to Pedestrian Detection. - Victor Hugo Cunha de Melo; Samir Leao; David Menotti; William Robson Schwartz (ICPR, 2014)

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)

MORA: A Generative Approach to Extract Spatiotemporal Information Applied to Gesture Recognition. - Igor L. O. Bastos; Victor Hugo Cunha de Melo; Gabriel Resende Gonçalves; William Robson Schwartz (AVSS, 2018)

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)

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)

Multi-Loss Recurrent Residual Networks for Gesture Detection and Recognition. - Igor L. O. Bastos; Victor Hugo Cunha de Melo; 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)

Bubblenet: A Disperse Recurrent Structure To Recognize Activities. - Igor L. O. Bastos; Victor Hugo Cunha de Melo; William Robson Schwartz (ICIP, 2020)

Anomaly Event Detection based on People Trajectories for Surveillance Videos. - Rensso Mora Colque; Edward Cayllahua; Victor C. de Melo; Guillermo Cámara Chávez; William Robson Schwartz (VISIGRAPP (5: VISAPP), 2020)

Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method. - Artur Jordão; Maiko M. I. Lie; Victor Hugo Cunha de Melo; William Robson Schwartz (WACV, 2021)

Simple and efficient pose-based gait recognition method for challenging environments. - Vitor de Lima; Victor Hugo Cunha de Melo; William Robson Schwartz (Pattern Anal. Appl., 2021)

Correction to: Simple and efficient pose-based gait recognition method for challenging environments. - Vitor de Lima; Victor Hugo Cunha de Melo; William Robson Schwartz (Pattern Anal. Appl., 2021)

DASP: Dual-autoencoder Architecture for Skin Prediction. - Igor L. O. Bastos; Victor Hugo Cunha de Melo; Raphael Felipe de Carvalho Prates; William Robson Schwartz (ICIAP (2), 2022)