607 citations · 1.5k across the 20 of their papers we have counts for
5 papers · 1 filter
Pruning Deep Neural Networks using Partial Least Squares
Artur Jordao, Ricardo Kloss, Fernando Yamada +1
Modern pattern recognition methods are based on convolutional networks since they are able to learn complex patterns that benefit the classification. However, convolutional network…
A Content-Based Late Fusion Approach Applied to Pedestrian Detection
Jessica Sena, Artur Jordao, William Robson Schwartz
The variety of pedestrians detectors proposed in recent years has encouraged some works to fuse pedestrian detectors to achieve a more accurate detection. The intuition behind is t…
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art
Artur Jordao, Antonio C. Nazare, Jessica Sena +1
Human activity recognition based on wearable sensor data has been an attractive research topic due to its application in areas such as healthcare and smart environments. In this co…
Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot +2
Semantic segmentation requires methods capable of learning high-level features while dealing with large volume of data. Towards such goal, Convolutional Networks can learn specific…
A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector
Rayson Laroca, Evair Severo, Luiz A. Zanlorensi +4
Automatic License Plate Recognition (ALPR) has been a frequent topic of research due to many practical applications. However, many of the current solutions are still not robust in…