Publications

Book Chapters & Books top

In Press
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. In Press.
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.
2015
Lin X, Casas J, Pardàs M. Time consistent estimation of End-effectors from RGB-D data. In Image and Video Technology: 7th Pacific-Rim Symposium, PSIVT 2015, Auckland, New Zealand, November 25-27, 2015, Revised Selected Papers. Springer International Publishing; 2015. pp. 529-543.  (2.22 MB)
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.
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.

Conference Papers top

Submitted
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. Submitted.  (296.74 KB)
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.
Campos V, Sastre F, Yagües M, Bellver M, Giró-i-Nieto X, Torres J. Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster. In International Conference on Computational Science (ICCS). Zurich, Switzerland; In Press.
Romero-Lopez A, Burdick J, Giró-i-Nieto X, Marques O. The Impact of Segmentation on the Accuracy and Sensitivity of a Melanoma Classifier based on Skin Lesion Images. In Annual Meeting of the Society of Imaging Informatics in Medicine (SIIM). Pittsburgh, PA, USA: Society of Imaging Informatics for Medicine; In Press.
Salvador A, Hynes N, Aytar Y, Marin J, Ofli F, Weber I, et al.. Learning Cross-modal Embeddings for Cooking Recipes and Food Images. In CVPR. Honolulu, Hawaii, USA: CVF / IEEE; In Press.