Publications

Articles

  • [PDF] R. M. Anwer, F. S. Khan, J. van de Weijer, M. Molinier, and J. Laaksonen, “Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification,” Isprs journal of photogrammetry and remote sensing, vol. 138, pp. 74-85, 2018.
    [Bibtex]
    @article{fahad2018remote,
    title={Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification},
    author={Anwer, Rao Muhammad and Khan, Fahad Shahbaz and van de Weijer, Joost and Molinier, Matthieu and Laaksonen, Jorma},
    journal={ISPRS Journal of Photogrammetry and Remote Sensing},
    year={2018},
    volume={138},
    pages={74-85}
    }
  • [PDF] [DOI] F. S. Khan, J. van de Weijer, R. M. Anwer, A. D. Bagdanov, M. Felsberg, and J. Laaksonen, “Scale coding bag of deep features for human attribute and action recognition,” Machine vision and applications, vol. 29, iss. 1, p. 55–71, 2018.
    [Bibtex]
    @article{fahad2018scale,
    title={Scale coding bag of deep features for human attribute and action recognition},
    author={Khan, Fahad Shahbaz and van de Weijer, Joost and Anwer, Rao Muhammad and Bagdanov, Andrew D and Felsberg, Michael and Laaksonen, Jorma},
    journal={Machine Vision and Applications},
    volume={29},
    number={1},
    pages={55--71},
    year={2018},
    publisher={Springer},
    doi = "10.1007/s00138-017-0871-1"
    }
  • [PDF] [DOI] L. Yu, L. Zhang, J. van de Weijer, F. S. Khan, Y. Cheng, and A. C. Parraga, “Beyond eleven color names for image understanding,” Machine vision and applications, vol. 29, iss. 2, p. 361–373, 2018.
    [Bibtex]
    @article{lu2018cn,
    title={Beyond eleven color names for image understanding},
    author={Yu, Lu and Zhang, Lichao and van de Weijer, Joost and Khan, Fahad Shahbaz and Cheng, Yongmei and Parraga, C Alejandro},
    journal={Machine Vision and Applications},
    volume={29},
    number={2},
    pages={361--373},
    year={2018},
    publisher={Springer},
    doi = "10.1007/s00138-017-0902-y"
    }

In Proceedings

  • [PDF] Y. Wang, J. van de Weijer, and L. Herranz, “Mix and match networks: encoder-decoder alignment for zero-pair imagetranslation,” in Proceedings of ieee conference on computer vision and pattern recognition (cvpr), 2018.
    [Bibtex]
    @inproceedings{yaxing2018mix,
    title={Mix and match networks: encoder-decoder alignment for zero-pair imagetranslation},
    author={Wang, Yaxing and van de Weijer, Joost and Herranz, Luis},
    booktitle={Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    year={2018},
    url = {https://github.com/yaxingwang/Mix-and-match-networks}
    }
  • [PDF] X. Liu, J. van de Weijer, and A. D. Bagdanov, “Leveraging unlabeled data for crowd counting by learning to rank,” in Proceedings of ieee conference on computer vision and pattern recognition (cvpr), 2018.
    [Bibtex]
    @inproceedings{xialei2018crowd,
    title={Leveraging Unlabeled Data for Crowd Counting by Learning to Rank},
    author={Liu, Xialei and van de Weijer, Joost and Bagdanov, Andrew D},
    booktitle={Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    year={2018},
    url = {https://github.com/xialeiliu/CrowdCountingCVPR18}
    }
  • [PDF] L. Yu, Y. Cheng, and J. van de Weijer, “Weakly supervised domain-specific color naming based on attention,” in International conference on pattern recognition (icpr), 2018.
    [Bibtex]
    @inproceedings{lu2018cn2,
    title={Weakly Supervised Domain-Specific Color Naming Based on Attention},
    author={Yu, Lu and Cheng, Yongmei and van de Weijer, Joost},
    booktitle={International Conference on Pattern Recognition (ICPR)},
    year={2018},
    url = {https://github.com/yulu0724/AttentionColorName}
    }
  • [PDF] X. Liu, M. Masana, L. Herranz, J. Van de Weijer, A. M. Lopez, and A. D. Bagdanov, “Rotate your networks: better weight consolidation and less catastrophic forgetting,” in International conference on pattern recognition (icpr), 2018.
    [Bibtex]
    @inproceedings{xialei2018forgetting,
    title={Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting},
    author={Liu, Xialei and Masana, Marc and Herranz, Luis and Van de Weijer, Joost and Lopez, Antonio M and Bagdanov, Andrew D},
    booktitle={International Conference on Pattern Recognition (ICPR)},
    url = {https://github.com/xialeiliu/RotateNetworks},
    year={2018}
    }
  • [PDF] M. Buzzelli, J. van de Weijer, and R. Schettini, “Learning illuminant estimation from object recognition,” in International conference on image processing (icip), 2018.
    [Bibtex]
    @inproceedings{marco2018illuminant,
    title={Learning Illuminant Estimation from Object Recognition},
    author={Buzzelli, Marco and van de Weijer, Joost and Schettini, Raimondo},
    booktitle={International Conference on Image Processing (ICIP)},
    year={2018}
    }
  • [PDF] V. O. Yazici, J. van de Weijer, and A. Ramisa, “Color naming for multi-color fashion items,” in World conference on information systems and technologies, ai-fashion workshop, 2018, p. 64–73.
    [Bibtex]
    @inproceedings{oguz2018cn,
    title={Color Naming for Multi-color Fashion Items},
    author={Yazici, Vacit Oguz and van de Weijer, Joost and Ramisa, Arnau},
    booktitle={World Conference on Information Systems and Technologies, AI-Fashion workshop},
    pages={64--73},
    year={2018},
    organization={Springer}
    }

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, p. 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, p. 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, p. 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] L. Lopez-Fuentes, J. van de Weijer, M. Bolaños, and H. Skinnemoen, “Multi-modal deep learning approach for flood detection.” 2017.
    [Bibtex]
    @inproceedings{lopez2017flood,
    title={Multi-modal Deep Learning Approach for Flood Detection},
    author={Lopez-Fuentes, Laura and van de Weijer, Joost and Bola{\~n}os, Marc and Skinnemoen, Harald}
    booktitle={MediaEval},
    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, p. 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, p. 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, p. 061401–061401, 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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, p. 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}
    }