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09/06/2023
Continual Evidential Deep Learning for Out-of-Distribution Detection
Uncertainty-based deep learning models have attracted a great deal of in...
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05/03/2023
Commentary on explainable artificial intelligence methods: SHAP and LIME
eXplainable artificial intelligence (XAI) methods have emerged to conver...
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04/04/2023
Characterizing the contribution of dependent features in XAI methods
Explainable Artificial Intelligence (XAI) provides tools to help underst...
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03/21/2023
Pre-NeRF 360: Enriching Unbounded Appearances for Neural Radiance Fields
Neural radiance fields (NeRF) appeared recently as a powerful tool to ge...
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03/16/2023
All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
Nearest neighbour based methods have proved to be one of the most succes...
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03/16/2023
ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets
Fine-Grained Visual Recognition (FGVR) tackles the problem of distinguis...
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03/23/2022
Hyper-Spectral Imaging for Overlapping Plastic Flakes Segmentation
Given the hyper-spectral imaging unique potentials in grasping the polym...
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03/16/2022
Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation
Uncertainty estimation in deep learning has become a leading research fi...
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04/23/2021
Modeling long-term interactions to enhance action recognition
In this paper, we propose a new approach to under-stand actions in egoce...
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09/16/2020
Eating Habits Discovery in Egocentric Photo-streams
Eating habits are learned throughout the early stages of our lives. Howe...
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08/21/2020
Behavioural pattern discovery from collections of egocentric photo-streams
The automatic discovery of behaviour is of high importance when aiming t...
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06/03/2020
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images
The outbreak of COVID-19 has shocked the entire world with its fairly ra...
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10/25/2019
Automatic Reminiscence Therapy for Dementia
With people living longer than ever, the number of cases with dementia s...
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10/15/2019
Seeing and Hearing Egocentric Actions: How Much Can We Learn?
Our interaction with the world is an inherently multimodal experience. H...
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07/01/2019
MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network
Skin lesion segmentation in dermoscopic images is a challenge due to the...
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06/03/2019
How Much Does Audio Matter to Recognize Egocentric Object Interactions?
Sounds are an important source of information on our daily interactions ...
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05/12/2019
Social Relation Recognition in Egocentric Photostreams
This paper proposes an approach to automatically categorize the social i...
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05/10/2019
Towards Emotion Retrieval in Egocentric PhotoStream
The availability and use of egocentric data are rapidly increasing due t...
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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...
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05/10/2019
Towards Unsupervised Familiar Scene Recognition in Egocentric Videos
Nowadays, there is an upsurge of interest in using lifelogging devices. ...
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05/10/2019
Unsupervised routine discovery in egocentric photo-streams
The routine of a person is defined by the occurrence of activities throu...
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05/10/2019
Towards Egocentric Person Re-identification and Social Pattern Analysis
Wearable cameras capture a first-person view of the daily activities of ...
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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...
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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...
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05/30/2018
CuisineNet: Food Attributes Classification using Multi-scale Convolution Network
Diversity of food and its attributes represents the culinary habits of p...
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05/25/2018
SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks
Skin lesion segmentation (SLS) in dermoscopic images is a crucial task f...
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03/15/2018
A picture is worth a thousand words but how to organize thousands of pictures?
We live in a society where the large majority of the population has a ca...
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11/14/2017
Grab, Pay and Eat: Semantic Food Detection for Smart Restaurants
The increase in awareness of people towards their nutritional habits has...
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10/11/2017
Recognizing Daily Activities from Egocentric Photo-Streams
Wearable cameras can gather large amounts of image data that provide ric...
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09/18/2017
Social Style Characterization from Egocentric Photo-streams
This paper proposes a system for automatic social pattern characterizati...
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09/14/2017
Food Recognition using Fusion of Classifiers based on CNNs
With the arrival of convolutional neural networks, the complex problem o...
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09/14/2017
Exploring Food Detection using CNNs
One of the most common critical factors directly related to the cause of...
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09/08/2017
Detecting Hands in Egocentric Videos: Towards Action Recognition
Recently, there has been a growing interest in analyzing human daily act...
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09/05/2017
Towards social pattern characterization in egocentric photo-streams
Following the increasingly popular trend of social interaction analysis ...
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08/25/2017
Batch-Based Activity Recognition from Egocentric Photo-Streams
Activity recognition from long unstructured egocentric photo-streams has...
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07/27/2017
Food Ingredients Recognition through Multi-label Learning
Automatically constructing a food diary that tracks the ingredients cons...
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04/10/2017
R-Clustering for Egocentric Video Segmentation
In this paper, we present a new method for egocentric video temporal seg...
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04/07/2017
Clothing and People - A Social Signal Processing Perspective
In our society and century, clothing is not anymore used only as a means...
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04/07/2017
Egocentric Video Description based on Temporally-Linked Sequences
Egocentric vision consists in acquiring images along the day from a firs...
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03/29/2017
Sentiment Recognition in Egocentric Photostreams
Lifelogging is a process of collecting rich source of information about ...
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03/06/2017
All the people around me: face discovery in egocentric photo-streams
Given an unconstrained stream of images captured by a wearable photo-cam...
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12/12/2016
VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering
In this paper, we address the problem of visual question answering by pr...
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07/29/2016
Can a CNN Recognize Catalan Diet?
Nowadays, we can find several diseases related to the unhealthy diet hab...
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07/26/2016
Generic Feature Learning for Wireless Capsule Endoscopy Analysis
The interpretation and analysis of the wireless capsule endoscopy record...
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04/27/2016
Simultaneous Food Localization and Recognition
The development of automatic nutrition diaries, which would allow to kee...
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04/12/2016
Video Description using Bidirectional Recurrent Neural Networks
Although traditionally used in the machine translation field, the encode...
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12/22/2015
SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation
While wearable cameras are becoming increasingly popular, locating relev...
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07/22/2015
Towards Storytelling from Visual Lifelogging: An Overview
Visual lifelogging consists of acquiring images that capture the daily e...
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07/16/2015
Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos
Wearable cameras offer a hands-free way to record egocentric images of d...
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05/05/2015