Publications

Book Chapters & Books top

In Press
A. Casamitjana, Puch, S., Aduriz, A., and Vilaplana, V., 3D Convolutional Neural Networks for Brain Tumor Segmentation: a comparison of multi-resolution architectures, in Lecture Notes in Computer Vision, vol. Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, In Press.
2017
P. Bellot and Meyer, P., Efficient Combination of Pairwise Feature Networks, in Neural Connectomics Challenge, D. Battaglia, Guyon, I., Lemaire, V., Orlandi, J., Ray, B., and Soriano, J. Springer International Publishing, 2017.
2015
X. Lin, Casas, J., and 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, vol. 9431, Springer International Publishing, 2015, pp. 529-543. (2.22 MB)
2014
O. Schreer, Macq, J., Niamut, O., Ruiz-Hidalgo, J., Shirley, B., Thallinger, G., and Thomas, G., Media Production, Delivery and Interaction for Platform Independent Systems. Wiley, 2014.
2013
M. León, Vilaplana, V., Gasull, A., and Marqués, F., Region-based caption text extraction, in Lecture Notes in Electrical Engineering (Analysis, Retrieval and Delivery of Multimedia Content), vol. 158, New York: Springer, 2013, pp. 21-36.

Conference Papers top

In Press
V. Campos, Sastre, F., Yagües, M., Bellver, M., Giró-i-Nieto, X., and 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.
A. Romero-Lopez, Burdick, J., Giró-i-Nieto, X., and 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, In Press.
J. Torres, Sastre, F., Yagües, M., Campos, V., and Giró-i-Nieto, X., Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters, in 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Madrid, Spain, In Press.
2017
B. Luque, Morros, J. R., and Ruiz-Hidalgo, J., Spatio-Temporal Road Detection from Aerial Imagery using CNNs, in International Conference on Computer Vision Theory and Applications, Porto, Portugal, 2017. (6.14 MB)
D. van Sabben, Ruiz-Hidalgo, J., Suau, X., and Casas, J., Collaborative voting of 3D features for robust gesture estimation, in International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA, 2017. (598.63 KB)