Publications
Journal Articles
| . Hierarchical stack filtering: a bitplane-based algorithm for massively parallel processors. Journal of Real-Time Image Processing. In Press;. |
. A closed-loop approach for tracking a humanoid robot using particle filtering and depth data. Intelligent Service Robotics. 2017;.  (88.92 KB) |
|
. From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction. Image and Vision Computing. 2017;. (1.92 MB) |
| . Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 2017;38(7):128-140. |
| . Assessment of Crowdsourcing and Gamification Loss in User-Assisted Object Segmentation. Multimedia Tools and Applications. 2016;23(75). |
Book Chapters & Books top
| . Efficient Combination of Pairwise Feature Networks. In: . Neural Connectomics Challenge. Springer International Publishing; 2017. |
| . 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. |
| . Media Production, Delivery and Interaction for Platform Independent Systems. Wiley; 2014. |
| . 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. |
| . Foreground objects segmentation for moving camera scenarios based on SCGMM. In Computational Intelligence for Multimedia Understanding. Berlin Heidelberg: Springer; 2012. pp. 195-206. |
Conference Papers top
|
. Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. In Submitted. (427.72 KB) |
| . Augmented V-Net for infant brain segmentation. In MICCAI Grand Challenge on 6-month Infant Brain MRI Segmentation, MICCAI 2017. In Press. |
| . Augmented V-Net for White Matter Hyperintensities segmentation. In WMH Segmentation Challenge, Brain-lesion Workshop, MICCAI 2017 . In Press. |
| . Masked V-Net: an approach to brain tumor segmentation. In Multimodal Brain Tumor Segmentation Benchmark, Brain-lesion Workshop, MICCAI 2017 . In Press. |
| . ViTS: Video Tagging System from Massive Web Multimedia Collections. In ICCV 2017 Workshop on Web-scale Vision and Social Media . Venice, Italy; In Press. |
Theses top
| . Multi-view depth coding based on a region representation combining color and depth information. . Signal Theory and Communications (TSC). 2017. |
|
. Manifold Learning for Super Resolultion. . [Hannover]: Leibniz Universität Hannover; 2017. (18.59 MB) |
| . Region-based Particle Filter Leveraged with a Hierarchical Co-clustering. . Signal Theory and Communications Department. [Barcelona]: UPC; 2016. |
|
. Visual Object Analysis using Regions and Local Features. . 2016. (2.5 MB) |
|
. Stochastic optimization and interactive machine learning for human motion analysis. . Signal Theory and Communications. [Barcelona]: UPC; 2014. (17.16 MB) |
Other top
| . Method for upscaling an image and apparatus for upscaling an image. 2017. | Patent |
| . MIT is building a system that can identify a recipe using pictures of food. Techcrunch; 2017. | Web Article |
| . Snap a photo, get a recipe: pic2recipe uses AI to predict food ingredients. Digital Trends; 2017. | Web Article |
| . Artificial intelligence suggests recipes based on food photos. Boston: MIT News; 2017. | Web Article |
|
. Detection-aided medical image segmentation using deep learning. . 2017. (7.07 MB) |
Ms Thesis |