16 citations · 27 across the 4 of their papers we have counts for
4 papers
Video Segmentation Learning Using Cascade Residual Convolutional Neural Network
Daniel F. S. Santos, Rafael G. Pires, Danilo Colombo +1
Video segmentation consists of a frame-by-frame selection process of meaningful areas related to foreground moving objects. Some applications include traffic monitoring, human trac…
Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks
Daniel F. S. Santos, Rafael G. Pires, Danilo Colombo +1
Scene change detection is an image processing problem related to partitioning pixels of a digital image into foreground and background regions. Mostly, visual knowledge-based compu…
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification
Daniel F. S. Santos, Rafael G. Pires, Leandro A. Passos +1
Research on remote sensing image classification significantly impacts essential human routine tasks such as urban planning and agriculture. Nowadays, the rapid advance in technolog…
Image Denoising using Attention-Residual Convolutional Neural Networks
Rafael G. Pires, Daniel F. S. Santos, Marcos C. S. Santana +2
During the image acquisition process, noise is usually added to the data mainly due to physical limitations of the acquisition sensor, and also regarding imprecisions during the da…