Publications

Journal Articles

Book Chapters & Books

Conference Papers

Journal Articles

In Press
Lin X, Casas J, Pardàs M. Temporally Coherent 3D Point Cloud Video Segmentation in Generic Scenes. IEEE Transactions on Image Processing. In Press;. DOI Google Scholar BibTex
Assens M, McGuinness K, O'Connor N, Giró-i-Nieto X. Scanpath and Saliency Prediction on 360 Degree Images. Elsevier Signal Processing: Image Communication. In Press;. Google Scholar BibTex

2017
Maceira M, Varas D, Morros JR, Ruiz-Hidalgo J, Marqués F. 3D hierarchical optimization for multi-view depth map coding. Multimedia Tools and Applications. 2017;. DOI Google Scholar BibTex (4.23 MB)
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;10(4):297–312. DOI Google Scholar BibTex (88.92 KB)
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. 2017;. Google Scholar BibTex (868.82 KB)

Book Chapters & Books top

2018
Tochon G, Dalla Mura M, Veganzones MA, Valero S, Salembier P, Chanussot J. Advances in utilization of hierarchical representations in remote sensing data analysis. In Reference Module in Earth Systems and Environmental Sciences. Elsevier; 2018. pp. 77-107. Google Scholar BibTex

2017
Bellver M, Giró-i-Nieto X, Marqués F, Torres J. Hierarchical Object Detection with Deep Reinforcement Learning. In Deep Learning for Image Processing Applications. Amsterdam, The Netherlands: IOS Press; 2017. DOI Google Scholar BibTex
Mohedano E, Salvador A, McGuinness K, Giró-i-Nieto X, O'Connor N, Marqués F. Object Retrieval with Deep Convolutional Features. In Deep Learning for Image Processing Applications. Amsterdam, The Netherlands: IOS Press; 2017. DOI Google Scholar BibTex
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

Conference Papers top

Submitted
Casamitjana A, Petrone P, Artigues M, Molinuevo JL, Gispert JD, Vilaplana V. Projection to Latent Spaces Disentangles Specific Cerebral Morphometric Patterns Associated to Aging and Preclinical AD. In Alzheimer's Association International Conference. Submitted. Google Scholar BibTex
Petrone P, Casamitjana A, Falcon C, Artigues M, Operto G, Skouras S, et al.. Characteristic Brain Volumetric Changes in the AD Preclinical Signature. In Alzheimer's Association International Conference. Submitted. Google Scholar BibTex
Combalia M, Bustos J, Vilaplana V. Robust Patch-Based Histology Microscopy Image Classication. In International Conference on Image Analysis and Recognition ICIAR 2018. Submitted. Google Scholar BibTex
Sánchez I, Vilaplana V. Brain MRI Super-Resolution using Generative Adversarial Networks. In IEEE International Symposium on Biomedical Imaging (ISBI). Submitted. Google Scholar BibTex
Shou Z, Pan J, Chan J, Miyazawa K, Mansour H, Vetro A, et al.. Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation. In Submitted. Google Scholar BibTex (2.05 MB)

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 (18.6 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

2018
Moreno D, Costa-jussà MR, Giró-i-Nieto X. English to ASL Translator for Speech2Signs. 2018. Google Scholar BibTex (1.54 MB)	Unpublished
Giró-i-Nieto X. Learning Where and When to Look. 2018. Google Scholar BibTex	Presentation
Fojo D. Reproducing and Analyzing Adaptive Computation Time in PyTorch and TensorFlow. Campos V, Giró-i-Nieto X. 2018. Google Scholar BibTex (1.41 MB)	Ms Thesis
Escur J. Exploring Automatic Speech Recognition with TensorFlow. Costa-jussà MR, Giró-i-Nieto X. 2018. Google Scholar BibTex (829.82 KB)	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