6 citations · 12 across the 7 of their papers we have counts for
14 papers
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos
Kayleigh Boekhoudt, Alina Matei, Maya Aghaei +1
The automatic detection of anomalies captured by surveillance settings is essential for speeding the otherwise laborious approach. To date, UCF-Crime is the largest available datas…
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques
David Morales, Estefania Talavera, Beatriz Remeseiro
The field of deep learning is evolving in different directions, with still the need for more efficient training strategies. In this work, we present a novel and robust training sch…
Eating Habits Discovery in Egocentric Photo-streams
Estefania Talavera, Andreea Glavan, Alina Matei +1
Eating habits are learned throughout the early stages of our lives. However, it is not easy to be aware of how our food-related routine affects our healthy living. In this work, we…
Behavioural pattern discovery from collections of egocentric photo-streams
Martin Menchon, Estefania Talavera, Jose M Massa +1
The automatic discovery of behaviour is of high importance when aiming to assess and improve the quality of life of people. Egocentric images offer a rich and objective description…
Deep learning for scene recognition from visual data: a survey
Alina Matei, Andreea Glavan, Estefania Talavera
The use of deep learning techniques has exploded during the last few years, resulting in a direct contribution to the field of artificial intelligence. This work aims to be a revie…
Towards Emotion Retrieval in Egocentric PhotoStream
Estefania Talavera, Petia Radeva, Nicolai Petkov
The availability and use of egocentric data are rapidly increasing due to the growing use of wearable cameras. Our aim is to study the effect (positive, neutral or negative) of ego…