Daniele Ravì

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Giovanni Maria FarinellaUniversity of CataniaVerified email at dmi.unict.it
Benny LoImperial College LondonVerified email at imperial.ac.uk
Sebastiano BattiatoFull Professor, University of Catania - IPLab (Image Processing lab) - ICTLabVerified email at dmi.unict.it
Charence WongThe Hamlyn Centre, Imperial College LondonVerified email at imperial.ac.uk
Fani DeligianniPhD, MSc, MSc, MEngVerified email at glasgow.ac.uk
Javier Andreu-PerezUniversity of Essex, University of Jaen, Imperial College London, Lancaster UniversityVerified email at essex.ac.uk
Gustavo Marrero CallicoAssociate Professor, University of Las Palmas de Gran CanariaVerified email at iuma.ulpgc.es
Himar FabeloResearch Fellow - Institute for Applied Microelectronics - University of Las Palmas de Gran CanariaVerified email at iuma.ulpgc.es
Harry BulstrodeUniversity of CambridgeVerified email at cam.ac.uk
B Ravi KiranAI/DL Technical Lead, NavyaTechVerified email at navya.tech
Giovanni GalloProfessor of Computer Science, Università di Catania, ItalyVerified email at dmi.unict.it
Ruben SalvadorAssociate Professor, CentraleSupélec, IETRVerified email at centralesupelec.fr
Roberto SarmientoFull Professor, University of Las Palmas de Gran CanariaVerified email at iuma.ulpgc.es
Daniel C. AlexanderProfessor of Imaging Science, Centre for Medical Image Computing, Department of Computer ScienceVerified email at cs.ucl.ac.uk
Tom VercauterenProfessor of Interventional Image Computing, King's College LondonVerified email at kcl.ac.uk
Miroslaw BoberProfessorVerified email at surrey.ac.uk
Neil P. OxtobyPrincipal Research Associate and UKRI Future Leaders Fellow, University College LondonVerified email at ucl.ac.uk
Giuseppe Claudio GuarneraLecturer, University of York. Senior Researcher, NTNUVerified email at york.ac.uk
Alessandro CapraSTMicroelectronicsVerified email at st.com

Daniele Ravì

Senior Postdoc at UCL - Centre for Medical Image Computing (CMIC)

Verified email at ucl.ac.uk - Homepage

Computer Vision Machine Learning Deep Learning Medical Imaging Smart Sensing


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Deep learning for health informatics D Ravì, C Wong, F Deligianni, M Berthelot, J Andreu-Perez, B Lo, ... IEEE journal of biomedical and health informatics 21 (1), 4-21, 2016	1066	2016
A deep learning approach to on-node sensor data analytics for mobile or wearable devices D Ravi, C Wong, B Lo, GZ Yang IEEE journal of biomedical and health informatics 21 (1), 56-64, 2016	274	2016
Deep learning for human activity recognition: A resource efficient implementation on low-power devices D Ravi, C Wong, B Lo, GZ Yang 2016 IEEE 13th international conference on wearable and implantable body …, 2016	165	2016
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations H Fabelo, S Ortega, D Ravi, BR Kiran, C Sosa, D Bulters, GM Callicó, ... PloS one 13 (3), e0193721, 2018	81	2018
Artificial Intelligence and Robotics JA Perez, F Deligianni, D Ravi, GZ Yang arXiv preprint arXiv:1803.10813, 2018	72	2018
An intraoperative visualization system using hyperspectral imaging to aid in brain tumor delineation H Fabelo, S Ortega, R Lazcano, D Madroñal, G M Callicó, E Juárez, ... Sensors 18 (2), 430, 2018	70	2018
Semantic segmentation of images exploiting DCT based features and random forest D Ravì, M Bober, GM Farinella, M Guarnera, S Battiato Pattern Recognition 52, 260-273, 2016	58	2016
Manifold embedding and semantic segmentation for intraoperative guidance with hyperspectral brain imaging D Ravi, H Fabelo, GM Callic, GZ Yang IEEE transactions on medical imaging 36 (9), 1845-1857, 2017	53	2017
Representing scenes for real-time context classification on mobile devices GM Farinella, D Ravì, V Tomaselli, M Guarnera, S Battiato Pattern Recognition 48 (4), 1086-1100, 2015	53	2015
Saliency-based selection of gradient vector flow paths for content aware image resizing S Battiato, GM Farinella, G Puglisi, D Ravi IEEE transactions on image processing 23 (5), 2081-2095, 2014	46	2014
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection H Fabelo, S Ortega, A Szolna, D Bulters, JF Piñeiro, S Kabwama, ... IEEE Access 7, 39098-39116, 2019	38	2019
Exploiting textons distributions on spatial hierarchy for scene classification S Battiato, GM Farinella, G Gallo, D Ravì EURASIP Journal on Image and Video Processing 2010, 1-13, 2010	36	2010
Scene categorization using bag of textons on spatial hierarchy S Battiato, GM Farinella, G Gallo, D Ravì 2008 15th IEEE International Conference on Image Processing, 2536-2539, 2008	35	2008
Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy D Ravì, AB Szczotka, SP Pereira, T Vercauteren Medical image analysis 53, 123-131, 2019	34	2019
Spatial hierarchy of textons distributions for scene classification S Battiato, GM Farinella, G Gallo, D Ravì International Conference on Multimedia Modeling, 333-343, 2009	32	2009
Real-Time Food Intake Classification and Energy Expenditure Estimation on a Mobile Device D Ravì, B Lo, G Yang Body Sensor Network, 2015	28	2015
Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction D Ravì, AB Szczotka, DI Shakir, SP Pereira, T Vercauteren International Journal of Computer Assisted Radiology and Surgery, 1-8, 2018	27	2018
Bags of phrases with codebooks alignment for near duplicate image detection S Battiato, GM Farinella, GC Guarnera, T Meccio, G Puglisi, D Ravì, ... Proceedings of the 2nd ACM workshop on multimedia in forensics, security and …, 2010	23	2010
Degenerative adversarial NeuroImage nets: generating images that mimic disease progression D Ravi, DC Alexander, NP Oxtoby, ... International Conference on Medical Image Computing and Computer-Assisted …, 2019	21	2019
Intra-operative hyperspectral imaging for brain tumour detection and delineation: Current progress on the HELICoid project JFP S. Kabwama, D. Bulters, H. Bulstrode, H. Fabelo, S. Ortega, G.M. Callico ... International Journal of Surgery, 2016	16	2016

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