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There are well-known limitations and drawbacks on the performance and robustness of the feed-forward, fully-connected Artificial Neural Networks (ANNs), or the so-called Multi-Layer Perceptrons (MLPs). In this study we shall address them by Generalized Operational Perceptrons (GOPs) that consist of neurons with distinct (non-)linear operators to achieve a generalized model of the biological neurons...
While action recognition methods exploiting information coming from multiple viewing angles have been proposed in order to overcome the known viewing angle assumption of single-view methods, they set the assumption that the person under consideration is visible from all the cameras forming the adopted camera setup. However, this assumption is not usually met in real applications and, thus, their applicability...
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