Publications

Articles

  • [PDF] [DOI] M. Mozerov and J. van de Weijer, “Improved recursive geodesic distance computation for edge preserving filter,” Ieee transactions on image processing, vol. 26, iss. 8, pp. 3696-3706, 2017.
    [Bibtex]
    @article{mozerov2017geodesic,
    title={Improved Recursive Geodesic Distance Computation for Edge Preserving Filter},
    author={Mozerov, Mikhail and van de Weijer, Joost},
    journal={IEEE Transactions on Image Processing},
    year={2017},
    volume={26},
    number={8},
    pages={3696-3706},
    doi = "10.1109/TIP.2017.2705427",
    url = {http://www.cvc.uab.es/~mozerov/IGDF/INDEX.htm}
    }
  • [PDF] [DOI] X. Song, S. Jiang, and L. Herranz, “Multi-scale multi-feature context modeling for scene recognition in the semantic manifold,” Ieee transactions on image processing, vol. 26, iss. 6, pp. 2721-2735, 2017.
    [Bibtex]
    @article{song2017multi,
    title={Multi-Scale Multi-Feature Context Modeling for Scene Recognition in the Semantic Manifold},
    author={Song, Xinhang and Jiang, Shuqiang and Herranz, Luis},
    journal={IEEE Transactions on Image Processing},
    volume={26},
    number={6},
    pages={2721--2735},
    year={2017},
    doi = "10.1109/TIP.2017.2686017",
    publisher={IEEE}
    }
  • [DOI] W. Min, S. Jiang, J. Sang, H. Wang, X. Liu, and L. Herranz, “Being a supercook: joint food attributes and multimodal content modeling for recipe retrieval and exploration,” Ieee transactions on multimedia, vol. 19, iss. 5, pp. 1100-1113, 2017.
    [Bibtex]
    @article{min2017being,
    title={Being a Supercook: Joint Food Attributes and Multimodal Content Modeling for Recipe Retrieval and Exploration},
    author={Min, Weiqing and Jiang, Shuqiang and Sang, Jitao and Wang, Huayang and Liu, Xinda and Herranz, Luis},
    journal={IEEE Transactions on Multimedia},
    volume={19},
    number={5},
    pages={1100--1113},
    year={2017},
    doi = "10.1109/TMM.2016.2639382",
    publisher={IEEE}
    }
  • [DOI] L. Herranz, S. Jiang, and R. Xu, “Modeling restaurant context for food recognition,” Ieee transactions on multimedia, vol. 19, iss. 2, pp. 430-440, 2017.
    [Bibtex]
    @article{herranz2017modeling,
    title={Modeling Restaurant Context for Food Recognition},
    author={Herranz, Luis and Jiang, Shuqiang and Xu, Ruihan},
    journal={IEEE Transactions on Multimedia},
    volume={19},
    number={2},
    pages={430--440},
    doi = "10.1109/TMM.2016.2614861",
    year={2017},
    publisher={IEEE}
    }

In Proceedings

  • [PDF] X. Liu, J. van de Weijer, and A. D. Bagdanov, “Rankiqa: learning from rankings for no-reference image quality assessment,” in International conference on computer vision (iccv), 2017.
    [Bibtex]
    @inproceedings{xialei2017iqa,
    title={RankIQA: Learning from Rankings for No-reference Image Quality Assessment},
    author={Liu, Xialei and van de Weijer, Joost and Bagdanov, Andrew D},
    booktitle={International conference on Computer Vision (ICCV)},
    year={2017},
    url = {https://github.com/xialeiliu/RankIQA}
    }
  • [PDF] M. Masana, J. van de Weijer, L. Herranz, A. D. Bagdanov, and J. M. Alvarez, “Domain-adaptive deep network compression,” in International conference on computer vision (iccv), 2017.
    [Bibtex]
    @inproceedings{marc2017domain,
    title={Domain-adaptive deep network compression},
    author={Masana, Marc and van de Weijer, Joost and Herranz, Luis and Bagdanov, Andrew D and Alvarez, Jose M},
    booktitle={International conference on Computer Vision (ICCV)},
    year={2017},
    url = {https://github.com/mmasana/DALR}
    }
  • [PDF] R. Deeb, D. Muselet, M. Hebert, A. Tremeau, and J. van de Weijer, “3d color charts for camera spectral sensitivity estimation,” in British machine and vision conference, 2017.
    [Bibtex]
    @inproceedings{deeb2017color,
    title={3D color charts for camera spectral sensitivity estimation},
    author={Deeb, Rada and Muselet, Damien and Hebert, Mathieu and Tremeau, Alain and van de Weijer, Joost},
    booktitle={British Machine and Vision Conference},
    year={2017}
    }
  • [PDF] A. Alvarez-Gila, J. van de Weijer, and E. Garrote, “Adversarial networks for spatial context-aware spectral image reconstruction from rgb,” in International conference on computer vision workshop (iccvw) on physics based vision meets deep learning (pbdl), 2017.
    [Bibtex]
    @inproceedings{alvarez2017adversarial,
    title={Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB},
    author={Alvarez-Gila, Aitor and van de Weijer, Joost and Garrote, Estibaliz},
    booktitle={International conference on Computer Vision Workshop (ICCVW) on Physics Based Vision meets Deep Learning (PBDL)},
    year={2017}
    }
  • [PDF] O. Caglayan, W. Aransa, A. Bardet, M. Garc{‘i}a-Mart{‘i}nez, F. Bougares, L. Barrault, M. Masana, L. Herranz, and J. van de Weijer, “Lium-cvc submissions for wmt17 multimodal translation task.” 2017.
    [Bibtex]
    @inproceedings{caglayan2017lium,
    title={LIUM-CVC Submissions for WMT17 Multimodal Translation Task},
    author={Caglayan, Ozan and Aransa, Walid and Bardet, Adrien and Garc{\'\i}a-Mart{\'\i}nez, Mercedes and Bougares, Fethi and Barrault, Lo{\"\i}c and Masana, Marc and Herranz, Luis and van de Weijer, Joost},
    journal={arXiv preprint arXiv:1707.04481},
    year={2017},
    url = {https://github.com/lium-lst/wmt17-mmt}
    }
  • [PDF] R. M. Anwer, F. S. Khan, J. van de Weijer, and J. Laaksonen, “Tex-nets: binary patterns encoded convolutional neural networks for texture recognition,” in Acm international conference on multimodal interaction, 2017.
    [Bibtex]
    @inproceedings{rao2017texnet,
    title={Tex-Nets: Binary Patterns Encoded Convolutional Neural Networks for Texture Recognition},
    author={Anwer, Rao Muhammad and Khan, Fahad Shahbaz and van de Weijer, Joost and Laaksonen, Jorma},
    booktitle={ACM International Conference on Multimodal Interaction},
    year={2017}
    }
  • [PDF] R. M. Anwer, F. S. Khan, J. van de Weijer, and J. Laaksonen, “Top-down deep appearance attention for action recognition,” in Scandinavian conference on image analysis, 2017.
    [Bibtex]
    @inproceedings{rao2017topdown,
    title={Top-Down Deep Appearance Attention for Action Recognition},
    author={Anwer, Rao Muhammad and Khan, Fahad Shahbaz and van de Weijer, Joost and Laaksonen, Jorma},
    booktitle={Scandinavian Conference on Image Analysis},
    year={2017},
    publisher={Springer International Publishing}
    }
  • [PDF] L. Lopez-Fuentes, A. D. Bagdanov, J. Van de Weijer, and H. Skinnemoen, “Bandwidth limited object recognition in high resolution imagery,” in Winter conference on applications of computer vision (wacv), 2017.
    [Bibtex]
    @inproceedings{lopez2017bandwidth,
    title={Bandwidth limited object recognition in high resolution imagery},
    author={Lopez-Fuentes, Laura and Bagdanov, Andrew D. and Van de Weijer, Joost and Skinnemoen, Harald},
    booktitle={Winter Conference on Applications of Computer Vision (WACV)},
    url = {https://www.cvc.uab.es/LAMP/?page_id=576},
    year={2017}
    }
  • [PDF] X. Song, L. Herranz, and S. Jiang, “Depth cnns for rgb-d scene recognition: learning from scratch better than transferring from rgb-cnns.,” in Aaai conference on artificial intelligence, 2017, pp. 4271-4277.
    [Bibtex]
    @inproceedings{song2017depth,
    title={Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs.},
    author={Song, Xinhang and Herranz, Luis and Jiang, Shuqiang},
    booktitle={AAAI Conference on Artificial Intelligence},
    pages={4271--4277},
    year={2017}
    }
  • [PDF] X. Song, S. Jiang, and L. Herranz, “Combining models from multiple sources for rgb-d scene recognition,” in International joint conference on artificial intelligence (ijcai), 2017.
    [Bibtex]
    @inproceedings{song2017combining,
    title={Combining Models from Multiple Sources for RGB-D Scene Recognition},
    author={Song, Xinhang and Jiang, Shuqiang and Herranz, Luis},
    booktitle={International Joint Conference on Artificial Intelligence (IJCAI)},
    year={2017},
    }

Articles

  • [PDF] M. Meza-de-Luna, J. Terven, B. Raducanu, and J. Salas, “Assessing the influence of mirroring on the perception of professional competence using wearable technology,” Ieee transactions on affective computing.
    [Bibtex]
    @article{mezaassessing,
    title={Assessing the Influence of Mirroring on the Perception of Professional Competence using Wearable Technology},
    author={Meza-de-Luna, Maria-Elena and Terven, Juan and Raducanu, Bogdan and Salas, Joaquin},
    journal={IEEE Transactions on Affective Computing},
    publisher={IEEE}
    }
  • [PDF] J. R. Terven, B. Raducanu, M. E. Meza-de-Luna, and J. Salas, “Head-gestures mirroring detection in dyadic social interactions with computer vision-based wearable devices,” Neurocomputing, vol. 175, pp. 866-876, 2016.
    [Bibtex]
    @article{terven2016head,
    title={Head-gestures mirroring detection in dyadic social interactions with computer vision-based wearable devices},
    author={Terven, Juan R and Raducanu, Bogdan and Meza-de-Luna, Mar{\'\i}a Elena and Salas, Joaqu{\'\i}n},
    journal={Neurocomputing},
    volume={175},
    pages={866--876},
    year={2016},
    publisher={Elsevier}
    }
  • R. Schettini, J. van de Weijer, C. Cusano, and P. Napoletano, “Special section guest editorial: color in texture and material recognition,” Journal of electronic imaging, vol. 25, iss. 6, pp. 61401-61401, 2016.
    [Bibtex]
    @article{schettini2016special,
    title={Special Section Guest Editorial: Color in Texture and Material Recognition},
    author={Schettini, Raimondo and van de Weijer, Joost and Cusano, Claudio and Napoletano, Paolo},
    journal={Journal of Electronic Imaging},
    volume={25},
    number={6},
    pages={061401--061401},
    year={2016},
    publisher={International Society for Optics and Photonics}
    }

In Proceedings

  • [PDF] M. Masana, J. van de Weijer, and A. D. Bagdanov, “On-the-fly network pruning for object detection,” in International conference on learning representations (iclr) workshop, 2016.
    [Bibtex]
    @inproceedings{masana2016fly,
    title={On-the-fly Network Pruning for Object Detection},
    author={Masana, Marc and van de Weijer, Joost and Bagdanov, Andrew D},
    booktitle={International conference on learning representations (iclr) workshop},
    year={2016}
    }
  • [PDF] E. Cervantes, L-L. Yu, A. D. Bagdanov, M. Masana, and V. J. de Weijer, “Hierarchical part detection with deep neural networks,” in Ieee international conference on image processing (icip), 2016.
    [Bibtex]
    @inproceedings{cervantes2016partproposals,
    title={Hierarchical Part Detection with Deep Neural Networks},
    author={E. Cervantes and L-L Yu and A.D. Bagdanov and M. Masana and J. Van de Weijer},
    booktitle={IEEE International Conference on Image Processing (ICIP)},
    year={2016}
    }
  • [PDF] R. E. Anwer, F. S. Khan, V. J. de Weijer, and J. Laaksonen, “Combining holistic and part-based deep representations for computational painting categorization,” in International conference in multimedia retrieval (icmr), 2016.
    [Bibtex]
    @inproceedings{anwer2016painting,
    title={Combining Holistic and Part-based Deep Representations for Computational Painting Categorization},
    author={R. E. Anwer and F. S. Khan and J. Van de Weijer and J. Laaksonen},
    booktitle={International Conference in Multimedia Retrieval (ICMR)},
    year={2016}
    }
  • [PDF] O. Caglayan, W. Aransa, Y. Wang, M. Masana, M. Garcia-Martinez, F. Bougares, L. Barrault, and J. van de Weijer, “Does multimodality help human and machine for translation and image captioning?,” in First conference on machine translation (wmt), 2016.
    [Bibtex]
    @inproceedings{caglayan2016does,
    title={Does Multimodality Help Human and Machine for Translation and Image Captioning?},
    author={Caglayan, Ozan and Aransa, Walid and Wang, Yaxing and Masana, Marc and Garcia-Martinez, Mercedes and Bougares, Fethi and Barrault, Loic and van de Weijer, Joost},
    booktitle={First Conference on Machine Translation (WMT)},
    year={2016}
    }
  • [PDF] Y. Wang, L. Zhange, and J. van de Weijer, “Ensembles of generative adversarial networks,” in Advances in neural information processing systems (nips) workshop on adversarial training, 2016.
    [Bibtex]
    @inproceedings{wang2016ensemble,
    title={Ensembles of Generative Adversarial Networks},
    author={Wang, Yaxing and Zhange, Lichao and van de Weijer, Joost},
    booktitle={Advances in neural information processing systems (NIPS) Workshop on Adversarial Training},
    year={2016}
    }
  • [PDF] G. Perarnau, J. van de Weijer, B. Raducanu, and J. M. Alvarez, “Invertible conditional gans for image editing,” in Advances in neural information processing systems (nips) workshop on adversarial training, 2016.
    [Bibtex]
    @inproceedings{perarnau2016icgan,
    title={Invertible Conditional GANs for image editing},
    author={Perarnau, Guim and van de Weijer, Joost and Raducanu, Bogdan and Alvarez, Jose M.},
    booktitle={Advances in neural information processing systems (NIPS) Workshop on Adversarial Training},
    url = {https://www.cvc.uab.es/LAMP/?page_id=504},
    year={2016}
    }

Articles

  • [PDF] [DOI] M. G. Mozerov and J. van de Weijer, “Global color sparseness and a local statistics prior for fast bilateral filtering,” Ieee transactions on image processing, vol. 24, iss. 12, pp. 5842-5853, 2015.
    [Bibtex]
    @article{mozerov2015bilateral,
    title={Global Color Sparseness and a Local Statistics Prior
    for Fast Bilateral Filtering},
    author={Mikhail G. Mozerov and Joost van de Weijer},
    year={2015},
    volume={24},
    number={12},
    pages={5842 - 5853},
    doi = "10.1109/TIP.2015.2492822",
    journal={IEEE Transactions on Image Processing},
    url = {http://www.cvc.uab.es/LAMP/joost/BilateralFiltering/}
    }
  • [PDF] A. Romero, P. Radeva, and C. Gatta, “Meta-parameter free unsupervised sparse feature learning,” Ieee transactions on pattern analysis & machine intelligence, vol. 37, iss. 8, pp. 1716-1722, 2015.
    [Bibtex]
    @article{romero2015meta,
    title={Meta-parameter free unsupervised sparse feature learning},
    author={Romero, Adriana and Radeva, Petia and Gatta, Carlo},
    journal={IEEE Transactions on Pattern Analysis \& Machine Intelligence},
    Year = {2015},
    volume={37},
    number={8},
    pages={1716 -- 1722},
    publisher={IEEE},
    url = {http://www.cvc.uab.es/People/aromero/EPLS.html}
    }
  • [PDF] [DOI] M. G. Mozerov and J. van de Weijer, “Accurate stereo matching by two-step energy minimization,” Ieee transactions on image processing, vol. 24, iss. 3, pp. 1153-1163, 2015.
    [Bibtex]
    @article{Mozerov2015stereo,
    title={Accurate stereo matching by two-step energy minimization},
    author={Mikhail G. Mozerov and Joost van de Weijer},
    year={2015},
    volume = "24",
    number = "3",
    pages = "1153 - 1163",
    year = "2015",
    issn = "1057-7149",
    doi = "10.1109/TIP.2015.2395820",
    journal={IEEE Transactions on Image Processing},
    url = {http://www.cvc.uab.es/~mozerov/Stereo/index.htm}
    }
  • [PDF] [DOI] F. S. Khan, J. Xu, J. van de Weijer, A. D. Bagdanov, R. M. Anwer, and A. Lopez, “Recognizing actions through action-specific person detection,” Ieee transactions on image processing, vol. 24, iss. 11, pp. 4422-4432, 2015.
    [Bibtex]
    @article{khan2015tip,
    title={Recognizing actions through action-specific person detection},
    author={Fahad Shahbaz Khan and Jialong Xu and Joost van de Weijer and Andrew D. Bagdanov and Rao Muhammad Anwer and Antonio Lopez},
    year={2015},
    volume={24},
    number={11},
    pages={4422 --4432},
    doi = "10.1109/TIP.2015.2465147",
    journal={IEEE Transactions on Image Processing}
    }
  • [PDF] [DOI] F. S. Khan, R. M. Anwer, J. van de Weijer, M. Felsberg, and J. Laaksonen, “Compact color–texture description for texture classification,” Pattern recognition letters, vol. 51, pp. 16-22, 2015.
    [Bibtex]
    @article{khan2015compact,
    title = {Compact color–texture description for texture classification},
    journal = {Pattern Recognition Letters},
    volume = {51},
    pages = {16 - 22},
    year = {2015},
    issn = {0167-8655},
    doi = {10.1016/j.patrec.2014.07.020},
    author = {Fahad Shahbaz Khan and Rao Muhammad Anwer and Joost van de Weijer and Michael Felsberg and Jorma Laaksonen},
    }
  • [PDF] G. Lisanti, I. Masi, A. D. Bagdanov, and B. A. Bimbo, “Person re-identification by iterative re-weighted sparse ranking,” Ieee transactions on pattern analysis and machine intelligence, vol. 37, iss. 8, pp. 1629-1642, 2015.
    [Bibtex]
    @article{Bagdanov2015reid,
    author = {G. Lisanti and I. Masi and A. D. Bagdanov and A. Bel Bimbo},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    title = {Person Re-identification by Iterative Re-weighted Sparse Ranking},
    Year = {2015},
    volume={37},
    number={8},
    pages={1629 -- 1642},
    project = {http://www.micc.unifi.it/lisanti/source-code/re-id/}
    }
  • [PDF] B. Raducanu, A. Bosaghzadeh, and F. Dornaika, “Facial expression recognition based on multi-view observations with application to social robotics.”
    [Bibtex]
    @article{raducanufacial,
    title={Facial Expression Recognition based on Multi-view Observations with Application to Social Robotics},
    author={Raducanu, Bogdan and Bosaghzadeh, Alireza and Dornaika, Fadi}
    }
  • [PDF] M. Graña and B. Raducanu, “Bioinspired and knowledge based techniques and applications,” Neurocomputing, vol. 150, pp. 1-3, 2015.
    [Bibtex]
    @article{grana2015bioinspired,
    title={Bioinspired and knowledge based techniques and applications},
    author={Gra{\~n}a, Manuel and Raducanu, Bogdan},
    journal={Neurocomputing},
    volume={150},
    pages={1--3},
    year={2015},
    publisher={Elsevier}
    }

In Proceedings

  • [PDF] A. Ruiz, J. van de Weijer, and X. Binefa, “From emotions to action units with hidden and semi-hidden-task learning,” in International conference on computer vision (iccv), 2015.
    [Bibtex]
    @inproceedings{ruiz2015iccv,
    title={From Emotions to Action Units with Hidden and Semi-Hidden-Task Learning},
    author={A. Ruiz and J. van de Weijer and X. Binefa},
    booktitle={International conference on Computer Vision (ICCV)},
    year={2015},
    url = {http://cmtech.upf.edu/research/projects/shtl}
    }
  • [PDF] A. Romero, N. Ballas, S. E. Kahou, A. Chassang, C. Gatta, and Y. Bengio, “Fitnets: hints for thin deep nets,” in In proc. of the international conference on learning representations, 2015.
    [Bibtex]
    @inproceedings{romero2015iclr,
    title={Fitnets: Hints for thin deep nets},
    author={Romero, Adriana and Ballas, Nicolas and Kahou, Samira Ebrahimi and Chassang, Antoine and Gatta, Carlo and Bengio, Yoshua},
    booktitle={In Proc. of the International Conference on Learning Representations},
    year={2015}
    }
  • [PDF] F. S. Khan, R. M. Anwer, J. van de Weijer, M. Felsberg, and J. Laaksonen, “Deep semantic pyramids for human attributes and action recognition,” in Scandinavian conference on image analysis, 2015, pp. 341-353.
    [Bibtex]
    @inproceedings{khan2015deep,
    title={Deep semantic pyramids for human attributes and action recognition},
    author={Khan, Fahad Shahbaz and Anwer, Rao Muhammad and van de Weijer, Joost and Felsberg, Michael and Laaksonen, Jorma},
    booktitle={Scandinavian Conference on Image Analysis},
    pages={341--353},
    year={2015},
    publisher={Springer International Publishing}
    }
  • [PDF] J. van de Weijer and F. S. Khan, “An overview of color name applications in computer vision,” in Computational color imaging workshop (cciw), 2015, pp. 16-22.
    [Bibtex]
    @inproceedings{vandeweijer2015cn,
    title={An Overview of Color Name Applications in Computer Vision},
    author={van de Weijer, Joost and Khan, Fahad Shahbaz},
    booktitle={Computational Color Imaging Workshop (CCIW)},
    pages={16--22},
    year={2015}
    }
  • [PDF] B. Raducanu, A. Bosaghzadeh, and F. Dornaika, “Multi-observation face recognition in videos based on label propagation,” in Proceedings of the ieee conference on computer vision and pattern recognition workshops, 2015, pp. 10-17.
    [Bibtex]
    @inproceedings{bogdan2015cvprw,
    title={Multi-Observation Face Recognition in Videos Based on Label Propagation},
    author={Raducanu, Bogdan and Bosaghzadeh, Alireza and Dornaika, Fadi},
    booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops},
    pages={10--17},
    year={2015}
    }
  • [PDF] J. R. Terven, B. Raducanu, M. Meza, and J. Salas, “Evaluating real-time mirroring of head gestures using smart glasses,” in Proceedings of the ieee international conference on computer vision workshops, 2015, pp. 60-68.
    [Bibtex]
    @inproceedings{terven2015evaluating,
    title={Evaluating Real-Time Mirroring of Head Gestures using Smart Glasses},
    author={Terven, Juan R and Raducanu, Bogdan and Meza, Maria-Elena and Salas, Joaquin},
    booktitle={Proceedings of the IEEE International Conference on Computer Vision Workshops},
    pages={60--68},
    year={2015}
    }

Articles

  • [PDF] [DOI] S. Karaman, G. Lisanti, A. D. Bagdanov, and A. D. Bimbo, “Leveraging local neighborhood topology for large scale person re-identification,” Pattern recognition, vol. 47, iss. 12, pp. 3767-3778, 2014.
    [Bibtex]
    @article{karaman2014leveraging,
    title = {Leveraging local neighborhood topology for large scale person re-identification},
    journal = {Pattern Recognition},
    volume = {47},
    number = {12},
    pages = {3767 - 3778},
    year = {2014},
    issn = {0031-3203},
    doi = {10.1016/j.patcog.2014.06.003},
    author = {Svebor Karaman and Giuseppe Lisanti and Andrew D. Bagdanov and Alberto Del Bimbo}
    }
  • [PDF] F. Khan, J. van de Weijer, R. M. Anwer, M. Felsberg, and C. Gatta, “Semantic pyramids for gender and action recognition,” Ieee transactions on image processing, vol. 23, iss. 8, pp. 3633-3645, 2014.
    [Bibtex]
    @article{khan2014tip,
    title={Semantic Pyramids for Gender and Action Recognition},
    author={F. Khan and J. van de Weijer and R. M. Anwer and M. Felsberg and C. Gatta},
    year={2014},
    volume={23},
    number={8},
    pages={3633--3645},
    journal={IEEE Transactions on Image Processing}
    }
  • [PDF] [DOI] S. Karaman, A. D. Bagdanov, L. Landucci, G. D’Amico, A. Ferracani, D. Pezzatini, and A. Del Bimbo, “Personalized multimedia content delivery on an interactive table by passive observation of museum visitors,” Multimedia tools and applications, pp. 1-25, 2014.
    [Bibtex]
    @article{karaman2014mtap,
    year={2014},
    issn={1380-7501},
    journal={Multimedia Tools and Applications},
    doi={10.1007/s11042-014-2192-y},
    title={Personalized multimedia content delivery on an interactive table by passive observation of museum visitors},
    url={http://dx.doi.org/10.1007/s11042-014-2192-y},
    publisher={Springer US},
    keywords={Computer vision; Video surveillance; Cultural heritage; Multimedia museum; Personalization; Natural interaction; Passive profiling},
    author={Karaman, Svebor and Bagdanov, Andrew D. and Landucci, Lea and D’Amico, Gianpaolo and Ferracani, Andrea and Pezzatini, Daniele and Del Bimbo, Alberto},
    pages={1-25},
    language={English}
    }
  • [PDF] C. Gatta and F. Ciompi, “Stacked sequential scale-space taylor context,” Ieee transactions on pattern analysis and machine intelligence, 2014.
    [Bibtex]
    @article{Gatta2014,
    author = {C. Gatta and F. Ciompi},
    Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    Title = {Stacked Sequential Scale-Space Taylor Context},
    Year = {2014}
    }
  • [PDF] L. Seidenari, G. Serra, A. D. Bagdanov, and D. A. Bimbo, “Local pyramidal descriptors for image recognition,” Ieee transactions on pattern analysis and machine intelligence, vol. 36, iss. 5, pp. 1033-1040, 2014.
    [Bibtex]
    @article{Seidenari2014,
    author = {L. Seidenari and G. Serra and A. D. Bagdanov and A. Del Bimbo},
    Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    Title = {Local Pyramidal Descriptors for Image Recognition},
    Year = {2014},
    volume={36},
    number={5},
    pages={1033--1040},
    url = {http://www.micc.unifi.it/seidenari/projects/p-sift/}
    }
  • [PDF] F. S. Khan, S. Beigpour, V. J. de Weijer, and M. Felsberg, “Painting-91: a large scale database for computational painting categorization,” , vol. 25, iss. 6, pp. 1385-1397, 2014.
    [Bibtex]
    @article{khan2014painting,
    title={Painting-91: A Large Scale Database for Computational Painting Categorization},
    author={F. S. Khan and S. Beigpour and J. Van de Weijer and M. Felsberg},
    booktitle={Machine and Vision Application (MVAP)},
    year={2014},
    volume={25},
    number={6},
    pages={1385--1397},
    url = {http://cat.uab.es/~joost/painting91}
    }
  • [PDF] S. Beigpour, C. Riess, J. van de Weijer, and E. Angelopoulou, “Multi-illuminant estimation with conditional random fields,” Ieee transactions on image processing, vol. 23, iss. 1, pp. 83-95, 2014.
    [Bibtex]
    @article{beigpour2014multi,
    title={Multi-Illuminant Estimation With Conditional Random Fields},
    author={S. Beigpour and C. Riess and J. van de Weijer and E. Angelopoulou},
    year={2014},
    volume={23},
    number={1},
    pages={83--95},
    journal={IEEE Transactions on Image Processing},
    url = {http://www5.cs.fau.de/research/data/two-illuminant-dataset-with-computed-ground-truth/}
    }
  • [PDF] C. Gatta, E. Puertas, and O. Pujol, “Multi-scale stacked sequential learning,” Pattern recognition, vol. 44, iss. 10-11, pp. 2414-2426, 2011.
    [Bibtex]
    @ARTICLE{gatta2011,
    author = {Gatta, Carlo and Puertas, Eloi and Pujol, Oriol},
    title = {Multi-scale stacked sequential learning},
    journal = {Pattern Recognition},
    year = {2011},
    volume = {44},
    pages = {2414--2426},
    number = {10-11},
    }
  • [PDF] B. Raducanu and F. Dornaika, “Embedding new observations via sparse-coding for non-linear manifold learning,” Pattern recognition, vol. 47, iss. 1, pp. 480-492, 2014.
    [Bibtex]
    @article{raducanu2014embedding,
    title={Embedding new observations via sparse-coding for non-linear manifold learning},
    author={Raducanu, Bogdan and Dornaika, Fadi},
    journal={Pattern Recognition},
    volume={47},
    number={1},
    pages={480--492},
    year={2014},
    publisher={Elsevier}
    }
  • [PDF] C. Isaza, J. Salas, and B. Raducanu, “Rendering ground truth data sets to detect shadows cast by static objects in outdoors,” Multimedia tools and applications, vol. 70, iss. 1, pp. 557-571, 2014.
    [Bibtex]
    @article{isaza2014rendering,
    title={Rendering ground truth data sets to detect shadows cast by static objects in outdoors},
    author={Isaza, Cesar and Salas, Joaquin and Raducanu, Bogdan},
    journal={Multimedia Tools and Applications},
    volume={70},
    number={1},
    pages={557--571},
    year={2014},
    publisher={Springer}
    }
  • [PDF] J. R. Terven, J. Salas, and B. Raducanu, “New opportunities for computer vision-based assistive technology systems for the visually impaired.,” Ieee computer, vol. 47, iss. 4, pp. 52-58, 2014.
    [Bibtex]
    @article{terven2014new,
    title={New Opportunities for Computer Vision-Based Assistive Technology Systems for the Visually Impaired.},
    author={Terven, Juan R and Salas, Joaqu{\'\i}n and Raducanu, Bogdan},
    journal={IEEE Computer},
    volume={47},
    number={4},
    pages={52--58},
    year={2014},
    publisher={Citeseer}
    }
  • [PDF] B. Raducanu, A. Bosaghzadeh, and F. Dornaika, “Facial expression recognition based on multi-view observations with application to social robotics.”
    [Bibtex]
    @article{raducanufacial,
    title={Facial Expression Recognition based on Multi-view Observations with Application to Social Robotics},
    author={Raducanu, Bogdan and Bosaghzadeh, Alireza and Dornaika, Fadi}
    }

In Collections

  • [PDF] S. Karaman, G. Lisanti, A. D. Bagdanov, and D. A. Bimbo, “From re-identification to identity inference: labeling consistency by local similarity constraints,” in Person re-identification, Springer London, 2014, pp. 287-307.
    [Bibtex]
    @incollection{karaman2014reid,
    title={From Re-identification to Identity Inference: Labeling Consistency by Local Similarity Constraints},
    author={S. Karaman and G. Lisanti and A. D. Bagdanov and A. Del Bimbo},
    booktitle={Person Re-Identification},
    pages={287--307},
    year={2014},
    publisher={Springer London}
    }

In Proceedings

  • [PDF] A. Ruiz, J. van de Weijer, and X. Binefa, “Regularized multi-concept mil for weakly-supervised facial behavior categorization,” in British machine and vision conference (bmvc), 2014.
    [Bibtex]
    @inproceedings{ruiz2014rmcmil,
    title={Regularized Multi-Concept MIL for weakly-supervised facial behavior categorization},
    author={A. Ruiz and J. van de Weijer and X. Binefa},
    booktitle={British Machine and Vision Conference (BMVC)},
    year={2014},
    url = {http://cmtech.upf.edu/research/projects/rmc-mil}
    }
  • [PDF] E. Bondi, L. Seidenari, A. D. Bagdanov, and D. A. Bimbo, “Real-time people counting from depth imagery of crowded environments,” in Proc. of ieee international conference on advanced video and signal based surveillance (avss), 2014.
    [Bibtex]
    @InProceedings{avss14,
    author = {E. Bondi and L. Seidenari and A. D. Bagdanov and A. Del Bimbo},
    title = {Real-time people counting from depth imagery of crowded environments},
    booktitle = {Proc. of IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS)},
    year = {2014}
    }
  • [PDF] M. Danelljan, F. S. Khan, M. Felsberg, and V. J. de Weijer, “Adaptive color attributes for real-time visual tracking,” in Proceedings of ieee conference on computer vision and pattern recognition (cvpr), 2014.
    [Bibtex]
    @inproceedings{danelljan2014adaptive,
    title={Adaptive color attributes for real-time visual tracking},
    author={M. Danelljan and F. S. Khan and M. Felsberg and J. Van de Weijer},
    booktitle={Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    year={2014},
    url = {http://www.cvl.isy.liu.se/research/objrec/visualtracking/colvistrack/index.html}
    }
  • [PDF] C. Gatta, A. Romero, and V. J. de Weijer, “Unrolling loopy top-down semantic feedback in convolutional deep networks,” in Cvpr workshop on deep vision: deep learning for computer vision, 2014.
    [Bibtex]
    @inproceedings{Gatta2014b,
    author = {C. Gatta and A. Romero and J. Van de Weijer},
    title = {Unrolling loopy top-down semantic feedback in convolutional deep networks},
    booktitle={CVPR Workshop on Deep Vision: Deep Learning for Computer Vision},
    year={2014},
    url = {http://www.cvc.uab.es/~cgatta/DeepSegmentationProject.html}
    }
  • [PDF] [DOI] P. Martins, P. Carvalho, and C. Gatta, “Context-aware features and robust image representations,” in Journal of visual communication and image representation, 2014, pp. 339-348.
    [Bibtex]
    @inproceedings{Martins2014,
    author = {P. Martins and P. Carvalho and C. Gatta},
    title = {Context-aware features and robust image representations},
    booktitle = {Journal of Visual Communication and Image Representation},
    volume={25},
    number={2},
    pages={339--348},
    year={2014},
    doi = {10.1016/j.jvcir.2013.10.006}
    }
  • [PDF] F. S. Khan, V. J. de Weijer, A. D. Bagdanov, and M. Felsberg, “Scale coding bag-of-words for action recognition,” in Proceedings of international conference on pattern recognition (icpr), 2014.
    [Bibtex]
    @inproceedings{khan2014scale,
    title={Scale Coding Bag-of-Words for Action Recognition},
    author={F. S. Khan and J. Van de Weijer and A. D. Bagdanov and M. Felsberg},
    booktitle={Proceedings of International Conference on Pattern Recognition (ICPR)},
    year={2014}
    }
  • [PDF] C. Baecchi, F. Turchini, L. Seidenari, A. D. Bagdanov, and D. A. Bimbo, “Fisher vectors over random density forests for objectrecognition,” in Proceedings of international conference on pattern recognition (icpr), 2014.
    [Bibtex]
    @inproceedings{Baecchi2014fisher,
    title={Fisher  vectors over random density forests for objectrecognition},
    author={C. Baecchi and F. Turchini and L. Seidenari and A. D. Bagdanov and A. Del Bimbo},
    booktitle={Proceedings of International Conference on Pattern Recognition (ICPR)},
    year={2014}
    }
  • [PDF] F. Bartoli, G. Lisanti, S. Karaman, A. D. Bagdanov, and D. A. Bimbo, “Unsupervised scene adaptation for faster multi-scale pedestrian detection,” in Proceedings of international conference on pattern recognition (icpr), 2014.
    [Bibtex]
    @inproceedings{Bartoli2014detector,
    title={Unsupervised scene adaptation for faster multi-scale pedestrian detection},
    author={F. Bartoli and G. Lisanti and S. Karaman and A. D. Bagdanov and A. Del Bimbo},
    booktitle={Proceedings of International Conference on Pattern Recognition (ICPR)},
    year={2014}
    }
  • [PDF] A. Romero, C. Gatta, and G. Camps-Valls, “Unsupervised deep feature extraction of hyperspectral images,” in Whispers, 2014.
    [Bibtex]
    @inproceedings{Romero2014,
    author = {Adriana Romero and Carlo Gatta and Gustavo Camps-Valls},
    title = {Unsupervised Deep Feature Extraction Of Hyperspectral Images},
    booktitle = {WHISPERS},
    year = {2014}
    }
  • [PDF] [DOI] S. Petkov, X. Carrillo, P. Radeva, and C. Gatta, “Diaphragm border detection in coronary x-ray angiographies: new method and applications,” in Computerized medical imaging and graphics, 2014.
    [Bibtex]
    @inproceedings{Petkov2014,
    author = {S. Petkov and X. Carrillo and P. Radeva and Carlo Gatta},
    title = {Diaphragm border detection in coronary X-ray angiographies: New method and applications},
    booktitle = {Computerized Medical Imaging and Graphics},
    year = {2014},
    doi = {10.1016/j.compmedimag.2014.01.003}
    }
  • [PDF] F. Ciompi, C. Gatta, and M. de Bruijne, “Iterated stacked classifiers for lung segmentation in computed tomography,” in Fifth international workshop on pulmonary image analysis, 2013.
    [Bibtex]
    @conference{ciompiiterated,
    author = {F. Ciompi and C Gatta and M. de Bruijne},
    year = {2013},
    booktitle = {Fifth International Workshop on Pulmonary Image Analysis},
    month = {9},
    title = {Iterated Stacked Classifiers for Lung Segmentation in Computed Tomography},
    }
  • [PDF] J. R. Terven, J. Salas, and B. Raducanu, “Robust head gestures recognition for assistive technology,” in Mexican conference on pattern recognition, 2014, pp. 152-161.
    [Bibtex]
    @inproceedings{terven2014robust,
    title={Robust head gestures recognition for assistive technology},
    author={Terven, Juan R and Salas, Joaquin and Raducanu, Bogdan},
    booktitle={Mexican Conference on Pattern Recognition},
    pages={152--161},
    year={2014},
    organization={Springer}
    }