Search Results for author: Rafael G. Pires

Found 4 papers, 0 papers with code

Video Segmentation Learning Using Cascade Residual Convolutional Neural Network

no code implementations20 Dec 2022 Daniel F. S. Santos, Rafael G. Pires, Danilo Colombo, João P. Papa

Video segmentation consists of a frame-by-frame selection process of meaningful areas related to foreground moving objects.

Action Recognition Anomaly Detection +4

Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks

no code implementations20 Dec 2022 Daniel F. S. Santos, Rafael G. Pires, Danilo Colombo, João P. Papa

Such architecture design directly impacts on the quality of the detection results, and also in the device resources capacity, like memory.

Anomaly Detection Change Detection +1

DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification

no code implementations20 Dec 2022 Daniel F. S. Santos, Rafael G. Pires, Leandro A. Passos, João P. Papa

Research on remote sensing image classification significantly impacts essential human routine tasks such as urban planning and agriculture.

Classification Image Classification +1

Image Denoising using Attention-Residual Convolutional Neural Networks

no code implementations19 Jan 2021 Rafael G. Pires, Daniel F. S. Santos, Marcos C. S. Santana, Claudio F. G. Santos, Joao P. Papa

Nowadays, learning-based denoising techniques showed to be much more effective and flexible approaches, such as Residual Convolutional Neural Networks.

Image Denoising

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