3 papers
cs.CV2019
Improving Social Awareness Through DANTE: A Deep Affinity Network for Clustering Conversational Interactants
Mason Swofford, John Charles Peruzzi, Nathan Tsoi +4
We propose a data-driven approach to detect conversational groups by identifying spatial arrangements typical of these focused social encounters. Our approach uses a novel Deep Aff…
cs.CV2018
Image Completion on CIFAR-10
Mason Swofford
This project performed image completion on CIFAR-10, a dataset of 60,000 32x32 RGB images, using three different neural network architectures: fully convolutional networks, convolu…
cs.CV2018
Conversational Group Detection With Deep Convolutional Networks
Mason Swofford, John Peruzzi, Marynel Vázquez
Detection of interacting and conversational groups from images has applications in video surveillance and social robotics. In this paper we build on prior attempts to find conversa…