Pedro Lamkowski dos Santos in research grants and scholarships supported by FAPESP.
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Visual attention models take inspiration from how the human eye works, i.e., we can acquire a broad view of the scene we are looking at, but we tend to focus on a particular region only. Usually, such a region is the one that, for some reason, calls our attention to it. When we work with compressed images, e.g., JPG, PNG, and GIF, we first need to decode them before feeding Convolutional …
Restricted Boltzmann Machines (RBMs) are widely used in a number of applications in the literature, but they have been poorly considered in the context of action recognition in videos. The main problem concerns encoding the temporal dependence present in such multimedia data, which is of crucial importance to recognize the numerous situations that may occur in a sequence of frames. In thi…
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