Publications

Journal Articles

Book Chapters & Books

Conference Papers

Journal Articles

In Press
Frias-Velazquez A, Morros JR, García M, Philips W. Hierarchical stack filtering: a bitplane-based algorithm for massively parallel processors. Journal of Real-Time Image Processing. In Press;. Google Scholar BibTex
Pont-Tuset J, Marqués F. Supervised Evaluation of Image Segmentation and Object Proposal Techniques. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). In Press;. Google Scholar BibTex

2017
Martínez PA, Lin X, Castelán M, Casas J, Arechavaleta G. A closed-loop approach for tracking a humanoid robot using particle filtering and depth data. Intelligent Service Robotics. 2017;. DOI Google Scholar BibTex (88.92 KB)
Campos V, Jou B, Giró-i-Nieto X. From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction. Image and Vision Computing. 2017;. DOI Google Scholar BibTex (1.92 MB)

2016
Carlier A, Salvador A, Cabezas F, Giró-i-Nieto X, Charvillat V, Marques O. Assessment of Crowdsourcing and Gamification Loss in User-Assisted Object Segmentation. Multimedia Tools and Applications. 2016;23(75). DOI Google Scholar BibTex

Book Chapters & Books top

2017
Bellot P, Meyer P. Efficient Combination of Pairwise Feature Networks. In: Battaglia D, Guyon I, Lemaire V, Orlandi J, Ray B, Soriano J. Neural Connectomics Challenge. Springer International Publishing; 2017. DOI Google Scholar BibTex
Casamitjana A, Puch S, Aduriz A, Vilaplana V. 3D Convolutional Neural Networks for Brain Tumor Segmentation: a comparison of multi-resolution architectures. In Lecture Notes in Computer Vision. Springer; 2017. pp. 150-161. Google Scholar BibTex

2014
Schreer O, Macq J, Niamut O, Ruiz-Hidalgo J, Shirley B, Thallinger G, et al.. Media Production, Delivery and Interaction for Platform Independent Systems. Wiley; 2014. Google Scholar BibTex

2013
León M, Vilaplana V, Gasull A, Marqués F. Region-based caption text extraction. In Lecture Notes in Electrical Engineering (Analysis, Retrieval and Delivery of Multimedia Content). New York: Springer; 2013. pp. 21-36. DOI Google Scholar BibTex

2012
Gallego J, Pardàs M, Solano M. Foreground objects segmentation for moving camera scenarios based on SCGMM. In Computational Intelligence for Multimedia Understanding. Berlin Heidelberg: Springer; 2012. pp. 195-206. DOI Google Scholar BibTex

Conference Papers top

In Press
Le N, Bredin H, Sargent G, India M, Lopez-Otero P, Barras C, et al.. Towards large scale multimedia indexing: A case study on person discovery in broadcast news. In nternational Workshop on Content-Based Multimedia Indexing - CBMI 2017. Firenze, Italy; In Press. Google Scholar BibTex
Lin X, Campos V, Giró-i-Nieto X, Torres J, Canton-Ferrer C. Disentangling Motion, Foreground and Background Features in Videos. In CVPR 2017 Workshop Brave New Motion Representations. In Press. Google Scholar BibTex (370.64 KB)
Jiménez A, Álvarez JM, Giró-i-Nieto X. Class Weighted Convolutional Features for Visual Instance Search. In 28th British Machine Vision Conference (BMVC). London, UK; In Press. Google Scholar BibTex (3.56 MB)
Sánchez I, Vilaplana V. 3D Medical Image Synthesis using Generative Adversarial Networks. In ACM Europe Celebration of Women in Computing, womENcourage 2017, Barcelona, Spain. In Press. Google Scholar BibTex
Petrone P, Vilaplana V, Casamitjana A, Tucholka A, Falcon C, Cacciaglia R, et al.. Magnetic Resonance Imaging as a valuable tool for Alzheimer's disease screening. In Alzheimer’s Association International Conference, London, 2017. In Press. Google Scholar BibTex

Theses top

2017
Maceira M. Multi-view depth coding based on a region representation combining color and depth information. Ruiz-Hidalgo J, Morros JR. Signal Theory and Communications (TSC). 2017. Google Scholar BibTex
Perez-Pellitero E. Manifold Learning for Super Resolultion. Rosenhahn B, Ruiz-Hidalgo J. [Hannover]: Leibniz Universität Hannover; 2017. Google Scholar BibTex (18.59 MB)

2016
Varas D. Region-based Particle Filter Leveraged with a Hierarchical Co-clustering. Marqués F. Signal Theory and Communications Department. [Barcelona]: UPC; 2016. Google Scholar BibTex
Ventura C. Visual Object Analysis using Regions and Local Features. Giró-i-Nieto X, Vilaplana V, Marqués F. 2016. Google Scholar BibTex (2.5 MB)

2014
Alcoverro M. Stochastic optimization and interactive machine learning for human motion analysis. Pardàs M, Casas J. Signal Theory and Communications. [Barcelona]: UPC; 2014. Google Scholar BibTex (17.16 MB)

Other top

Submitted
Jiménez A. Class Weighted Convolutional Features for Image Retrieval. Giró-i-Nieto X, Álvarez JM. Submitted. Google Scholar BibTex	Ms Thesis
Assens M. The Temporal Dimension of Visual Attention Models. McGuinness K, Giró-i-Nieto X. Submitted. Google Scholar BibTex (6.98 MB)	Ms Thesis
Roldán F. Visual Question Answering 2.0. Giró-i-Nieto X, Masuda-Mora I, Pascual-deLaPuente S. Submitted. Google Scholar BibTex (2.59 MB)	Ms Thesis

2017
Perez-Pellitero E, Salvador J, Ruiz-Hidalgo J, Rosenhahn B. Method for upscaling an image and apparatus for upscaling an image. 2017. Google Scholar BibTex	Patent
Salvador A. MIT is building a system that can identify a recipe using pictures of food. Techcrunch; 2017. Google Scholar BibTex	Web Article