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1

Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster

Campos, Víctor, Sastre, Francesc, Yagües, Maurici, Bellver, Míriam, Giró-i-Nieto, Xavier, Torres, Jordi

Journal:

Procedia Computer Science

Année:

2017

Langue:

english

Fichier:

PDF, 577 KB

english, 2017

2

GAT: a Graphical Annotation Tool for semantic regions

Xavier Giro-i-Nieto, Neus Camps, Ferran Marques

Journal:

Multimedia Tools and Applications

Année:

2010

Langue:

english

Fichier:

PDF, 942 KB

english, 2010

3

Assessment of crowdsourcing and gamification loss in user-assisted object segmentation

Carlier, Axel, Salvador, Amaia, Cabezas, Ferran, Giro-i-Nieto, Xavier, Charvillat, Vincent, Marques, Oge

Journal:

Multimedia Tools and Applications

Année:

2016

Langue:

english

Fichier:

PDF, 3.33 MB

english, 2016

4

[ACTAPRESS Biomedical Engineering - Innsbruck, Austria (2/20/2017-2/21/2017)] Biomedical Engineering - Skin Lesion Classification from Dermoscopic Images Using Deep Learning Techniques

Romero-Lopez, Adria, Giro-i-Nieto, Xavier, Burdick, Jack, Marques, Oge

Année:

2017

Langue:

english

Fichier:

PDF, 805 KB

english, 2017

5

[IEEE 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID) - Madrid, Spain (2017.5.14-2017.5.17)] 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID) - Scaling a Convolutional Neural Network for Classification of Adjective Noun Pairs with TensorFlow on GPU Clusters

Campos, Victor, Sastre, Francesc, Yagues, Maurici, Torres, Jordi, Giro-I-Nieto, Xavier

Année:

2017

Langue:

english

Fichier:

PDF, 375 KB

english, 2017

6

Introduction to the special issue: Egocentric Vision and Lifelogging

Dimiccoli, Mariella, Gurrin, Cathal, Crandall, David, Giró-i-Nieto, Xavier, Radeva, Petia

Journal:

Journal of Visual Communication and Image Representation

Année:

2018

Langue:

english

Fichier:

PDF, 41 KB

english, 2018

7

[IEEE 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) - Seoul, Korea (South) (2019.10.27-2019.10.28)] 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) - Multi-View 3D Face Reconstruction in the Wild Using Siamese Networks

Ramon, Eduard, Escur, Janna, Giro-i-Nieto, Xavier

Année:

2019

Fichier:

PDF, 195 KB

2019

8

Improving retrieval accuracy of Hierarchical Cellular Trees for generic metric spaces

Ventura, Carles, Vilaplana, Verónica, Giró-i-Nieto, Xavier, Marqués, Ferran

Journal:

Multimedia Tools and Applications

Année:

2014

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2014

9

[IEEE 2013 11th International Workshop on Content-Based Multimedia Indexing (CBMI) - Veszpr m , Hungary (2013.06.17-2013.06.19)] 2013 11th International Workshop on Content-Based Multimedia Indexing (CBMI) - Automatic keyframe selection based on mutual reinforcement algorithm

Ventura, Carles, Giro-i-Nieto, Xavier, Vilaplana, Veronica, Giribet, Daniel, Carasusan, Eusebio

Année:

2013

Langue:

english

Fichier:

PDF, 2.98 MB

english, 2013

10

[ACM Press the ACM International Conference - Xi'an, China (2010.07.05-2010.07.07)] Proceedings of the ACM International Conference on Image and Video Retrieval - CIVR '10 - System architecture of a web service for Content-Based Image Retrieval

Giro-i-Nieto, Xavier, Ventura, Carles, Pont-Tuset, Jordi, Cortes, Silvia, Marques, Ferran

Année:

2010

Langue:

english

Fichier:

PDF, 617 KB

english, 2010

11

[ACM Press the international conference - Philadelphia, Pennsylvania, USA (2010.03.29-2010.03.31)] Proceedings of the international conference on Multimedia information retrieval - MIR '10 - Digimatge, a rich internet application for video retrieval from a multimedia asset management system

Giro-i-Nieto, Xavier, Salla, Ramon, Vives, Xavier

Année:

2010

Langue:

english

Fichier:

PDF, 580 KB

english, 2010

12

[ACM Press the 2014 International ACM Workshop - Orlando, Florida, USA (2014.11.07-2014.11.07)] Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia - CrowdMM '14 - Click'n'Cut

Carlier, Axel, Charvillat, Vincent, Salvador, Amaia, Giro-i-Nieto, Xavier, Marques, Oge

Année:

2014

Langue:

english

Fichier:

PDF, 1.21 MB

english, 2014

13

[ACM Press the ACM International Conference - Orlando, Florida, USA (2014.11.03-2014.11.07)] Proceedings of the ACM International Conference on Multimedia - MM '14 - Object Segmentation in Images using EEG Signals

Mohedano, Eva, Healy, Graham, McGuinness, Kevin, Giró-i-Nieto, Xavier, O'Connor, Noel E., Smeaton, Alan F.

Année:

2014

Langue:

english

Fichier:

PDF, 3.73 MB

english, 2014

14

[ACM Press the 1st ACM International Conference - Trento, Italy (2011.04.18-2011.04.20)] Proceedings of the 1st ACM International Conference on Multimedia Retrieval - ICMR '11 - Diversity ranking for video retrieval from a broadcaster archive

Giro-i-Nieto, Xavier, Alfaro, Monica, Marques, Ferran

Année:

2011

Langue:

english

Fichier:

PDF, 692 KB

english, 2011

15

[ACM Press the 2nd ACM international workshop - Barcelona, Spain (2013.10.22-2013.10.22)] Proceedings of the 2nd ACM international workshop on Crowdsourcing for multimedia - CrowdMM '13 - Crowdsourced object segmentation with a game

Salvador, Amaia, Carlier, Axel, Giro-i-Nieto, Xavier, Marques, Oge, Charvillat, Vincent

Année:

2013

Langue:

english

Fichier:

PDF, 922 KB

english, 2013

16

[ACM Press the 5th ACM - Shanghai, China (2015.06.23-2015.06.26)] Proceedings of the 5th ACM on International Conference on Multimedia Retrieval - ICMR '15 - Exploring EEG for Object Detection and Retrieval

Mohedano, Eva, McGuinness, Kevin, Healy, Graham, O'Connor, Noel E., Smeaton, Alan F., Salvador, Amaia, Porta, Sergi, Giró-i-Nieto, Xavier

Année:

2015

Langue:

english

Fichier:

PDF, 2.49 MB

english, 2015

17

Improving object segmentation by using EEG signals and rapid serial visual presentation

Mohedano, Eva, Healy, Graham, McGuinness, Kevin, Giró-i-Nieto, Xavier, O’Connor, Noel E., Smeaton, Alan F.

Journal:

Multimedia Tools and Applications

Année:

2015

Langue:

english

Fichier:

PDF, 3.11 MB

english, 2015

18

[IEEE 2015 IEEE International Conference on Image Processing (ICIP) - Quebec City, QC, Canada (2015.9.27-2015.9.30)] 2015 IEEE International Conference on Image Processing (ICIP) - Improving spatial codification in semantic segmentation

Ventura, Carles, Giro-i-Nieto, Xavier, Vilaplana, Veronica, McGuinness, Kevin, Marques, Ferran, O'Connor, Noel E.

Année:

2015

Langue:

english

Fichier:

PDF, 878 KB

english, 2015

19

[IEEE 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) - Turin, Italy (2015.6.29-2015.7.3)] 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) - Visual summary of egocentric photostreams by representative keyframes

Bolanos, Marc, Mestre, Ricard, Talavera, Estefania, Giro-i-Nieto, Xavier, Radeva, Petia

Année:

2015

Langue:

english

Fichier:

PDF, 2.65 MB

english, 2015

20

[IEEE 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Boston, MA, USA (2015.6.7-2015.6.12)] 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Cultural Event recognition with visual ConvNets and temporal models

Salvador, Amaia, Manchon-Vizuete, Daniel, Calafell, Andrea, Giro-i-Nieto, Xavier, Zeppelzauer, Matthias

Année:

2015

Langue:

english

Fichier:

PDF, 651 KB

english, 2015

21

[IEEE 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI) - Prague, Czech Republic (2015.6.10-2015.6.12)] 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI) - Event video retrieval using global and local descriptors in visual domain

Carlos, Jennifer Roldan, Lux, Mathias, Giro-i-Nieto, Xavier, Munoz, Pia, Anagnostopoulos, Nektarios

Année:

2015

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2015

22

[IEEE 2015 IEEE International Conference on Image Processing (ICIP) - Quebec City, QC, Canada (2015.9.27-2015.9.30)] 2015 IEEE International Conference on Image Processing (ICIP) - Quality control in crowdsourced object segmentation

Cabezas, Ferran, Carlier, Axel, Charvillat, Vincent, Salvador, Amaia, Giro-i-Nieto, Xavier

Année:

2015

Langue:

english

Fichier:

PDF, 785 KB

english, 2015

23

[IEEE 2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI) - Bucharest, Romania (2016.6.15-2016.6.17)] 2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI) - Large scale content-based video retrieval with LIvRE

de Oliveira Barra, Gabriel, Lux, Mathias, Giro-i-Nieto, Xavier

Année:

2016

Langue:

english

Fichier:

PDF, 377 KB

english, 2016

24

[ACM Press the 2016 ACM - Amsterdam, The Netherlands (2016.10.15-2016.10.19)] Proceedings of the 2016 ACM on Multimedia Conference - MM '16 - LTA 2016

Gurrin, Cathal, Giro-i-Nieto, Xavier, Radeva, Petia, Dimiccoli, Mariella, Johansen, Håvard, Joho, Hideo, Singh, Vivek K.

Année:

2016

Langue:

english

Fichier:

PDF, 386 KB

english, 2016

25

[IEEE 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Las Vegas, NV, USA (2016.6.27-2016.6.30)] 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Shallow and Deep Convolutional Networks for Saliency Prediction

Pan, Junting, Sayrol, Elisa, Giro-I-Nieto, Xavier, McGuinness, Kevin, OConnor, Noel E.

Année:

2016

Langue:

english

Fichier:

PDF, 711 KB

english, 2016

26

[IEEE 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Las Vegas, NV, USA (2016.6.26-2016.7.1)] 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Faster R-CNN Features for Instance Search

Salvador, Amaia, Giro-i-Nieto, Xavier, Marques, Ferran, Satoh, Shin'ichi

Année:

2016

Langue:

english

Fichier:

PDF, 1.23 MB

english, 2016

27

[ACM Press the first Workshop - Amsterdam, The Netherlands (2016.10.16-2016.10.16)] Proceedings of the first Workshop on Lifelogging Tools and Applications - LTA '16 - Where is my Phone?

Reyes, Cristian, Mohedano, Eva, McGuinness, Kevin, O'Connor, Noel E., Giro-i-Nieto, Xavier

Année:

2016

Langue:

english

Fichier:

PDF, 1.70 MB

english, 2016

28

From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction

Campos, Víctor, Jou, Brendan, Giró-i-Nieto, Xavier

Journal:

Image and Vision Computing

Année:

2017

Langue:

english

Fichier:

PDF, 1.96 MB

english, 2017

29

[IEEE 2017 IEEE International Conference on Computer Vision Workshop (ICCVW) - Venice, Italy (2017.10.22-2017.10.29)] 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) - ViTS: Video Tagging System from Massive Web Multimedia Collections

Fernandez, Delia, Varas, David, Espadaler, Joan, Masuda, Issey, Ferreira, Jordi, Woodward, Alejandro, Rodriguez, David, Giro-i-Nieto, Xavier, Riveiro, Juan Carlos, Bou, Elisenda

Année:

2017

Langue:

english

Fichier:

PDF, 941 KB

english, 2017

30

[IEEE 2017 IEEE International Conference on Computer Vision Workshop (ICCVW) - Venice (2017.10.22-2017.10.29)] 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) - SaltiNet: Scan-Path Prediction on 360 Degree Images Using Saliency Volumes

Assens, Marc, Giro-i-Nieto, Xavier, McGuinness, Kevin, OConnor, Noel E.

Année:

2017

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2017

31

[ACM Press the 2nd Workshop - Mountain View, California, USA (2017.10.23-2017.10.23)] Proceedings of the 2nd Workshop on Lifelogging Tools and Applications - LTA '17 - Semantic Summarization of Egocentric Photo Stream Events

Lidon, Aniol, Bolaños, Marc, Dimiccoli, Mariella, Radeva, Petia, Garolera, Maite, Giro-i-Nieto, Xavier

Année:

2017

Langue:

english

Fichier:

PDF, 3.14 MB

english, 2017

32

Scanpath and saliency prediction on 360 degree images

Assens, Marc, Giro-i-Nieto, Xavier, McGuinness, Kevin, O’Connor, Noel E.

Journal:

Signal Processing: Image Communication

Année:

2018

Langue:

english

Fichier:

PDF, 2.61 MB

english, 2018

33

[ACM Press the 1st International Workshop - Capri, Italy (2012.05.21-2012.05.21)] Proceedings of the 1st International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications - VIGTA '12 - Multiscale annotation of still images with GAT

Giro-i-Nieto, Xavier, Martos, Manuel

Année:

2012

Langue:

english

Fichier:

PDF, 592 KB

english, 2012

34

[IEEE 2018 International Conference on Content-Based Multimedia Indexing (CBMI) - La Rochelle (2018.9.4-2018.9.6)] 2018 International Conference on Content-Based Multimedia Indexing (CBMI) - Saliency Weighted Convolutional Features for Instance Search

Mohedano, Eva, McGuinness, Kevin, Giro-i-Nieto, Xavier, O'Connor, Noel E.

Année:

2018

Langue:

english

Fichier:

PDF, 2.82 MB

english, 2018

35

Multiresolution co-clustering for uncalibrated multiview segmentation

Ventura, Carles, Varas, David, Vilaplana, Veronica, Giro-i-Nieto, Xavier, Marques, Ferran

Journal:

Signal Processing: Image Communication

Année:

2019

Langue:

english

Fichier:

PDF, 4.12 MB

english, 2019

36

[ACM Press the Workshop - Mountain View, California, USA (2017.10.27-2017.10.27)] Proceedings of the Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes - MUSA2 '17 - More Cat than Cute?

Fernandez, Delia, Woodward, Alejandro, Campos, Victor, Giro-i-Nieto, Xavier, Jou, Brendan, Chang, Shih-Fu

Année:

2017

Langue:

english

Fichier:

PDF, 796 KB

english, 2017

37

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Wav2Pix: Speech-conditioned Face Generation Using Generative Adversarial Networks

Duarte, Amanda, Roldan, Francisco, Tubau, Miquel, Escur, Janna, Pascual, Santiago, Salvador, Amaia, Mohedano, Eva, McGuinness, Kevin, Torres, Jordi, Giro-i-Nieto, Xavier

Année:

2019

Langue:

english

Fichier:

PDF, 4.32 MB

english, 2019

38

[IEEE 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Long Beach, CA, USA (2019.6.15-2019.6.20)] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Inverse Cooking: Recipe Generation From Food Images

Salvador, Amaia, Drozdzal, Michal, Giro-i-Nieto, Xavier, Romero, Adriana

Année:

2019

Langue:

english

Fichier:

PDF, 593 KB

english, 2019

39

[IEEE 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Long Beach, CA, USA (2019.6.15-2019.6.20)] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - RVOS: End-To-End Recurrent Network for Video Object Segmentation

Ventura, Carles, Bellver, Miriam, Girbau, Andreu, Salvador, Amaia, Marques, Ferran, Giro-i-Nieto, Xavier

Année:

2019

Fichier:

PDF, 1.12 MB

2019

40

[IEEE 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) - Seoul, Korea (South) (2019.10.27-2019.10.28)] 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) - Hyperparameter-Free Losses for Model-Based Monocular Reconstruction

Ramon, Eduard, Ruiz, Guillermo, Batard, Thomas, Giro-i-Nieto, Xavier

Année:

2019

Fichier:

PDF, 724 KB

2019

41

Mask-guided sample selection for semi-supervised instance segmentation

Bellver, Miriam, Salvador, Amaia, Torres, Jordi, Giro-i-Nieto, Xavier

Journal:

Multimedia Tools and Applications

Année:

2020

Fichier:

PDF, 5.01 MB

2020