An OpenCL framework for high performance extraction of image features. - Douglas Coimbra de Andrade; Luís Gonzaga Trabasso (J. Parallel Distributed Comput., 2017)

A neural attention model for speech command recognition. - Douglas Coimbra de Andrade; Sabato Leo; Martin Loesener Da Silva Viana; Christoph Bernkopf (CoRR, 2018)

ELM based architecture for general purpose automatic weight and structure learning. - Douglas Coimbra de Andrade; Luís Gonzaga Trabasso (Neurocomputing, 2018)

A Lightweight Deep Learning Model for Vehicle Viewpoint Estimation from Dashcam Images. - Simone Magistri; Francesco Sambo; Fabio Schoen; Douglas Coimbra de Andrade; Matteo Simoncini; Stefano Caprasecca; Luca Kubin; Luca Bravi; Leonardo Taccari (ITSC, 2020)

Two-stream neural architecture for unsafe maneuvers classification from dashcam videos and GPS/IMU sensors. - Matteo Simoncini; Douglas Coimbra de Andrade; Samuele Salti; Leonardo Taccari; Fabio Schoen; Francesco Sambo (ITSC, 2020)

Detection of Stop Sign Violations From Dashcam Data. - Luca Bravi; Luca Kubin; Stefano Caprasecca; Douglas Coimbra de Andrade; Matteo Simoncini; Leonardo Taccari; Francesco Sambo (IEEE Trans. Intell. Transp. Syst., 2022)

Deep Crash Detection From Vehicular Sensor Data With Multimodal Self-Supervision. - Luca Kubin; Tommaso Bianconcini; Douglas Coimbra de Andrade; Matteo Simoncini; Leonardo Taccari; Francesco Sambo (IEEE Trans. Intell. Transp. Syst., 2022)

Unsafe Maneuver Classification From Dashcam Video and GPS/IMU Sensors Using Spatio-Temporal Attention Selector. - Matteo Simoncini; Douglas Coimbra de Andrade; Leonardo Taccari; Samuele Salti; Luca Kubin; Fabio Schoen; Francesco Sambo (IEEE Trans. Intell. Transp. Syst., 2022)

Lightweight and Effective Convolutional Neural Networks for Vehicle Viewpoint Estimation From Monocular Images. - Simone Magistri; Marco Boschi; Francesco Sambo; Douglas Coimbra de Andrade; Matteo Simoncini; Luca Kubin; Leonardo Taccari; Luca De Luigi; Samuele Salti (IEEE Trans. Intell. Transp. Syst., 2023)

Incremental and Decremental Continual Learning for Privacy-Preserving Video Recognition. - Lorenzo Caselli; Simone Magistri; Tommaso Bianconcini; Andrea Benericetti; Douglas Coimbra de Andrade; Andrew D. Bagdanov (ECCV Workshops (21), 2024)

Self-supervised Road Accident Anticipation with Non-decreasing Danger. - Aurel Pjetri; Davide Abbondandolo; Douglas Coimbra de Andrade; Stefano Caprasecca; Francesco Sambo; Andrew D. Bagdanov (ECCV Workshops (7), 2024)

A New Dataset for Monocular Depth Estimation Under Viewpoint Shifts. - Aurel Pjetri; Stefano Caprasecca; Leonardo Taccari; Matteo Simoncini; Henrique Piñeiro Monteagudo; Walter Wallace; Douglas Coimbra de Andrade; Francesco Sambo; Andrew D. Bagdanov (CoRR, 2024)

Dynamic Bird's Eye View Reconstruction of Driving Accidents. - Marco Boschi; Luca De Luigi; Samuele Salti; Francesco Sambo; Douglas Coimbra de Andrade; Leonardo Taccari; Alex Quintero Garcia (IEEE Trans. Intell. Transp. Syst., 2024)