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2017
Bazazian D, Casas J, Ruiz-Hidalgo J. Segmentation-based Multi-Scale Edge Extraction to Measure the Persistence of Features in Unorganized Point Clouds. In International Conference on Computer Vision Theory and Applications. Porto, Portugal; 2017.  (4.3 MB)
Lidon A, Bolaños M, Dimiccoli M, Radeva P, Garolera M, Giró-i-Nieto X. Semantic Summarization of Egocentric Photo Stream Events. In ACM Multimedia 2017 Workshop on Lifelogging Tools and Applications. Mountain View, CA, USA: ACM; 2017.  (3.08 MB)
Romero-Lopez A, Burdick J, Giró-i-Nieto X, Marques O. Skin Lesion Classification from Dermoscopic Images using Deep Learning. In The 13th IASTED International Conference on Biomedical Engineering (BioMed 2017). Innsbruck Austria; 2017.  (648.62 KB)
Romero-Lopez A. Skin Lesion Detection from Dermoscopic Images using Convolutional Neural Networks. Giró-i-Nieto X, Marques O. 2017.
Campos V, Jou B, Giró-i-Nieto X, Torres J, Chang S-F. Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. In NIPS Time Series Workshop 2017. Long Beach, CA, USA; 2017.  (427.72 KB)
Salvador A. Snap a photo, get a recipe: pic2recipe uses AI to predict food ingredients. Digital Trends; 2017.
Luque B, Morros JR, 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)
Bellot P. Study of Gene Regulatory Networks Inference Methods from Gene Expression Data. Salembier P. 2017.  (2.73 MB)
2016
Pan J, McGuinness K, Sayrol E, O'Connor N, Giró-i-Nieto X. Shallow and Deep Convolutional Networks for Saliency Prediction. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR. Las Vegas, NV, USA: Computer Vision Foundation / IEEE; 2016.  (466.13 KB)
Nespereira A. Siamese Convolutional Neural Network for Learning Object Similarities in RGB-D Images. Husain F, Adamek T, Giró-i-Nieto X. 2016.
Pont-Tuset J, Marqués F. Supervised Evaluation of Image Segmentation and Object Proposal Techniques. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 2016;38(7):1465 - 1478.
2015
Vilaplana V. Saliency Maps on Image Hierarchies. Signal Processing: Image Communication. Special Issue on Recent Advances in Saliency Models, Applications and Evaluations. 2015;38:84-99.
Lidon A. Semantic and Diverse Summarization of Egocentric Photo Events. Radeva P, Giró-i-Nieto X. 2015.  (5.34 MB)
Salembier P. Study of Binary Partition Tree Pruning Techniques for Polarimetric SAR images. In International Symposium on Mathematical Morphology, ISMM 2015. Reykjavik, Iceland: Springer; 2015.  (2.52 MB)
Bellot P, Salembier P, Oliveras A, Meyer PE. Study of Normalization and Aggregation Approaches for Consensus Network Estimation. In 2015 IEEE Symposium Series on Computational Intelligence: IEEE Symposium on Artificial Life (2015 IEEE ALIFE). Cape Town, South Africa; 2015.  (317 KB)
2013
Vilaplana V, Muntaner G. Salient Object Detection on a Hierarchy of Image Partitions. In IEEE Int. Conf. in Image Processing, ICIP 2013. Melbourne, Australia; 2013.
Tochon G, Feret JB, Valero S, Martin RE, Tupayachi R, Chanussot J, et al.. Segmentation hyperspectrales de forets tropicales par arbres de partition binaires. Revue française de photogrammétrie et de télédétection. 2013;202(1):55-65.  (2.51 MB)
2012
Pont-Tuset J, Marqués F. Supervised Assessment of Segmentation Hierarchies. In European Conference on Computer Vision (ECCV). 2012.  (421.65 KB)
2011
Salvador J. Surface Reconstruction for Multi-View Video. Casas J. Universitat Politècnica de Catalunya (UPC); 2011.  (4.74 MB)

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