Estefania Talavera | DeepAI

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Xavier Giro-i-Nieto
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Mariella Dimiccoli
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Nicolai Petkov
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Marc Bolaños
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Hatem A. Rashwan
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Md. Mostafa Kamal Sarker
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Alejandro Cartas
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Maya Aghaei
9 publications

∙ 07/04/2022

Crime scene classification from skeletal trajectory analysis in surveillance settings

Video anomaly analysis is a core task actively pursued in the field of c...

0 Alina-Daniela Matei, et al. ∙

∙ 12/23/2021

InstaIndoor and Multi-modal Deep Learning for Indoor Scene Recognition

Indoor scene recognition is a growing field with great potential for beh...

7 Andreea Glavan, et al. ∙

∙ 07/31/2021

HR-Crime: Human-Related Anomaly Detection in Surveillance Videos

The automatic detection of anomalies captured by surveillance settings i...

0 Kayleigh Boekhoudt, et al. ∙

∙ 12/28/2020

Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques

The field of deep learning is evolving in different directions, with sti...

0 David Morales, et al. ∙

∙ 09/16/2020

Eating Habits Discovery in Egocentric Photo-streams

Eating habits are learned throughout the early stages of our lives. Howe...

5 Estefania Talavera, et al. ∙

∙ 08/21/2020

Behavioural pattern discovery from collections of egocentric photo-streams

The automatic discovery of behaviour is of high importance when aiming t...

7 Martin Menchon, et al. ∙

∙ 07/03/2020

Deep learning for scene recognition from visual data: a survey

The use of deep learning techniques has exploded during the last few yea...

0 Alina Matei, et al. ∙

∙ 05/10/2019

Towards Emotion Retrieval in Egocentric PhotoStream

The availability and use of egocentric data are rapidly increasing due t...

2 Estefania Talavera, et al. ∙

∙ 05/10/2019

Hierarchical approach to classify food scenes in egocentric photo-streams

Recent studies have shown that the environment where people eat can affe...

12 Estefania Talavera, et al. ∙

∙ 05/10/2019

Towards Unsupervised Familiar Scene Recognition in Egocentric Videos

Nowadays, there is an upsurge of interest in using lifelogging devices. ...

6 Estefania Talavera, et al. ∙

∙ 05/10/2019

Unsupervised routine discovery in egocentric photo-streams

The routine of a person is defined by the occurrence of activities throu...

10 Estefania Talavera, et al. ∙

∙ 05/10/2019

Towards Egocentric Person Re-identification and Social Pattern Analysis

Wearable cameras capture a first-person view of the daily activities of ...

4 Estefania Talavera, et al. ∙

∙ 09/02/2018

On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams

Event boundaries play a crucial role as a pre-processing step for detect...

0 Alejandro Cartas, et al. ∙

∙ 08/29/2018

MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams

First-person (wearable) camera continually captures unscripted interacti...

2 Md. Mostafa Kamal Sarker, et al. ∙

∙ 07/27/2017

Serious Games Application for Memory Training Using Egocentric Images

Mild cognitive impairment is the early stage of several neurodegenerativ...

0 Gabriel Oliveira-Barra, et al. ∙

∙ 04/10/2017

R-Clustering for Egocentric Video Segmentation

In this paper, we present a new method for egocentric video temporal seg...

0 Estefania Talavera, et al. ∙

∙ 03/29/2017

Sentiment Recognition in Egocentric Photostreams

Lifelogging is a process of collecting rich source of information about ...

0 Estefania Talavera, et al. ∙

∙ 12/22/2015

SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation

While wearable cameras are becoming increasingly popular, locating relev...

0 Mariella Dimiccoli, et al. ∙

∙ 05/05/2015

Visual Summary of Egocentric Photostreams by Representative Keyframes

Building a visual summary from an egocentric photostream captured by a l...

0 Marc Bolaños, et al. ∙

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