Sérgio Escalera

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos

2018 · arXiv (Cornell University)

Explainability and interpretability are two critical aspects of decision support systems. Within computer vision, they are critical in certain tasks related to human behavior analysis such as in health care applications. Despite their importance, it …

CRN: End-to-end Convolutional Recurrent Network Structure Applied to Vehicle Classification

2018

Vehicle type classification is considered to be a central part of Intelligent Traffic Systems. In the recent years, deep learning methods have emerged in as being the state-of-the-art in many computer vision tasks. In this …