3 citations · 8 across the 5 of their papers we have counts for
4 papers · 1 filter
Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function
Thomio Watanabe, Denis F. Wolf
Deep Convolutional Neural Networks are able to identify complex patterns and perform tasks with super-human capabilities. However, besides the exceptional results, they are not com…
Environment reconstruction on depth images using Generative Adversarial Networks
Lucas P. N. Matias, Jefferson R. Souza, Denis F. Wolf
Robust perception systems are essential for autonomous vehicle safety. To navigate in a complex urban environment, it is necessary precise sensors with reliable data. The task of u…
Instance Segmentation as Image Segmentation Annotation
Thomio Watanabe, Denis Wolf
The instance segmentation problem intends to precisely detect and delineate objects in images. Most of the current solutions rely on deep convolutional neural networks but despite…
Distance to Center of Mass Encoding for Instance Segmentation
Thomio Watanabe, Denis Wolf
The instance segmentation can be considered an extension of the object detection problem where bounding boxes are replaced by object contours. Strictly speaking the problem require…