Publications
Journal Articles
| . Multi-modal Deep Learning for Fuji Apple Detection Using RGB-D Cameras and their Radiometric Capabilities. Computers and Electronics in Agriculture. In Press;. |
| . Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge. IEEE Transactions on Medical Imaging. In Press;. |
| . Differential expression of long non-coding RNAs related to proliferation and histological diversity in follicular lymphomas. British Journal of Haematology. 2019;184(3):373-383. |
| . Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Transactions on Medical Imaging. 2019;. |
. Ship Detection in SAR Images Based on Maxtree Representation and Graph Signal Processing. IEEE Transactions on Geoscience and Remote Sensing. 2019;57(5):2709 - 2724.  (5.5 MB) |
Book Chapters & Books top
| . Unsupervised GRN Ensemble. In Sanguinetti G., Huynh-Thu V. (eds) Methods in Molecular Biology . New York, NY: Springer science, Humana Press; 2019. pp. 283-302. |
| . Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer’s Disease. In PRedictive Intelligence in MEdicine. Springer International Publishing; 2018. pp. 60-67. |
| . Leishmaniasis Parasite Segmentation and Classification Using Deep Learning. In Articulated Motion and Deformable Objects. Springer International Publishing; 2018. pp. 53-62. |
| . Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification. In Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support. Springer International Publishing; 2018. pp. 274-281. |
| . Sentiment concept embedding for visual affect recognition. In Multimodal Behavior Analysis in theWild. 1st ed. Elsevier; 2018. |
Conference Papers top
| . Digitally Stained Confocal Microscopy through Deep Learning. In International Conference on Medical Imaging with Deep Learning (MIDL 2019). In Press. |
| . Retinal lesions segmentation using CNNs and adversarial training. In International Symposium on Biomedical Imaging (ISBI 2019). In Press. |
| . CNN-based bacilli detection in sputum samples for tuberculosis diagnosis. In International Symposium on Biomedical Imaging (ISBI 2019). In Press. |
| . Inverse Cooking: Recipe Generation from Food Images. In CVPR. Long Beach, CA, USA: OpenCVF / IEEE; In Press. |
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. RVOS: End-to-End Recurrent Network for Video Object Segmentation. In CVPR. Long Beach, CA, USA: OpenCVF / IEEE; In Press. (5.76 MB) |
Theses top
| . Computer Vision beyond the visible: Image understanding through language. . Signal Theory and Communications. Submitted. |
| . Semantic and Generic Object Segmentation for Scene Analysis Using RGB-D Data. . Signal Theory and Communications (TSC). [download link]: Universitat Politècnica de Catalunya (UPC); 2018. |
| . Multi-view depth coding based on a region representation combining color and depth information. . Signal Theory and Communications (TSC). Universitat Politècnica de Catalunya (UPC); 2017. |
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. Study of Gene Regulatory Networks Inference Methods from Gene Expression Data. . 2017. (2.73 MB) |
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. Manifold Learning for Super Resolution. . [Hannover]: Leibniz Universität Hannover; 2017. (18.6 MB) |
Other top
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. Video Saliency Prediction with Deep Neural Networks. . 2019. (2.17 MB) |
Ms Thesis |
| . Wav2Pix: Enhancement and Evaluation of a Speech-conditioned Image Generator. . 2019. | Ms Thesis |
| . Deep Learning algorithms for 3D Reconstruction and Simulation of Aesthetic Procedures. . 2018. | Unpublished |
| . Multimodal Knowledge Base Population from News Streams for Media Applications. 2018. | Unpublished |
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. English to ASL Translator for Speech2Signs. 2018. (1.54 MB) |
Unpublished |