5 citations · 24 across the 11 of their papers we have counts for
5 papers · 1 filter
Prior Flow Variational Autoencoder: A density estimation model for Non-Intrusive Load Monitoring
Luis Felipe M. O. Henriques, Eduardo Morgan, Sergio Colcher +1
Non-Intrusive Load Monitoring (NILM) is a computational technique to estimate the power loads' appliance-by-appliance from the whole consumption measured by a single meter. In this…
A Cluster-Matching-Based Method for Video Face Recognition
Paulo R C Mendes, Antonio J G Busson, Sérgio Colcher +3
Face recognition systems are present in many modern solutions and thousands of applications in our daily lives. However, current solutions are not easily scalable, especially when…
Video Quality Enhancement Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients in MPEG I-frames
Antonio J G Busson, Paulo R C Mendes, Daniel de S Moraes +3
Recent works have successfully applied some types of Convolutional Neural Networks (CNNs) to reduce the noticeable distortion resulting from the lossy JPEG/MPEG compression techniq…
A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers
Paulo R. C. Mendes, Eduardo S. Vieira, Álan L. V. Guedes +2
Discovering and accessing specific content within educational video bases is a challenging task, mainly because of the abundance of video content and its diversity. Recommender sys…
Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network
Antonio José G. Busson, Sérgio Colcher, Ruy Luiz Milidiú +2
Deep learning-based models, such as convolutional neural networks, have advanced various segments of computer vision. However, this technology is rarely applied to seismic shot gat…