7 citations · 12 across the 4 of their papers we have counts for
4 papers
Data Augmented 3D Semantic Scene Completion with 2D Segmentation Priors
Aloisio Dourado, Frederico Guth, Teofilo de Campos
Semantic scene completion (SSC) is a challenging Computer Vision task with many practical applications, from robotics to assistive computing. Its goal is to infer the 3D geometry i…
Research Frontiers in Transfer Learning -- a systematic and bibliometric review
Frederico Guth, Teofilo Emidio de-Campos
Humans can learn from very few samples, demonstrating an outstanding generalization ability that learning algorithms are still far from reaching. Currently, the most successful mod…
Domain adaptation for holistic skin detection
Aloisio Dourado, Frederico Guth, Teofilo Emidio de Campos +1
Human skin detection in images is a widely studied topic of Computer Vision for which it is commonly accepted that analysis of pixel color or local patches may suffice. This is bec…
Skin lesion segmentation using U-Net and good training strategies
Fred Guth, Teofilo E. deCampos
In this paper we approach the problem of skin lesion segmentation using a convolutional neural network based on the U-Net architecture. We present a set of training strategies that…