55 citations · 88 across the 6 of their papers we have counts for
9 papers
Understanding Deep Architectures by Visual Summaries
Marco Carletti, Marco Godi, Maedeh Aghaei +2
In deep learning, visualization techniques extract the salient patterns exploited by deep networks for image classification, focusing on single images; no effort has been spent in…
Social Style Characterization from Egocentric Photo-streams
Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton Ferrer +1
This paper proposes a system for automatic social pattern characterization using a wearable photo-camera. The proposed pipeline consists of three major steps. First, detection of p…
Towards social pattern characterization in egocentric photo-streams
Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton Ferrer +1
Following the increasingly popular trend of social interaction analysis in egocentric vision, this manuscript presents a comprehensive study for automatic social pattern characteri…
R-Clustering for Egocentric Video Segmentation
Estefania Talavera, Mariella Dimiccoli, Marc Bolaños +2
In this paper, we present a new method for egocentric video temporal segmentation based on integrating a statistical mean change detector and agglomerative clustering(AC) within an…
Clothing and People - A Social Signal Processing Perspective
Maedeh Aghaei, Federico Parezzan, Mariella Dimiccoli +2
In our society and century, clothing is not anymore used only as a means for body protection. Our paper builds upon the evidence, studied within the social sciences, that clothing…
All the people around me: face discovery in egocentric photo-streams
Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva
Given an unconstrained stream of images captured by a wearable photo-camera (2fpm), we propose an unsupervised bottom-up approach for automatic clustering appearing faces into the…
With Whom Do I Interact? Detecting Social Interactions in Egocentric Photo-streams
Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva
Given a user wearing a low frame rate wearable camera during a day, this work aims to automatically detect the moments when the user gets engaged into a social interaction solely b…
SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation
Mariella Dimiccoli, Marc Bolaños, Estefania Talavera +3
While wearable cameras are becoming increasingly popular, locating relevant information in large unstructured collections of egocentric images is still a tedious and time consuming…
Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos
Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva
Wearable cameras offer a hands-free way to record egocentric images of daily experiences, where social events are of special interest. The first step towards detection of social ev…