DrDanieleRavi'

Dept. Medical Physics and Biomedical Engineering

Senior Research Associate
 
 
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Contact

 

Email CV

 
 
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Location

 

Centre for Medical Image Computing (CMIC) Dept. of Computer Science Gower Street - London WC1E 6BT - United Kingdom

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Summary

Dr Daniele Ravi' is a senior research associate at the Centre for Medical Image Computing (CMIC) at University College of London with research interests in computer vision, machine learning, image-guided surgery and smart sensing. He received a Master's Degree in Computer Science (summa cum laude) in 2007 from University of Catania. From 2008 to 2010 he worked at STMicroelectronics (Advanced System Technology Imaging Group) as consultant. He received his Ph.D. at the Department of Mathematics and Computer Science, University of Catania, Italy in 2014 after spending 1 year at the Centre for Vision, Speech and Signal Processing, University of Surrey, UK. From 2014 he worked for 4 years as a research associate at the Hamlyn Centre for Robotic Surgery at Imperial College London. He has contributed to several research projects funded by the EU, EPSRC/Wellcome Trust as well as the industry and he is co-author of different papers including book chapters, international journals, white papers and international conference proceedings. He is also co-inventor of one patent.

Publications

Ravi D., Szczotka A. B., Shakir D. I., Pereira S. P., Vercauteren, T. “Effective deep learning training for single-image-super-resolution in endomicroscopy exploiting video-registration-based reconstruction”. 2018 International Journal of Computer Assisted Radiology and Surgery

JOURNAL

H. Fabelo, S. Ortega; D. Ravi; B. R. Kiran; C. Sosa; D. Bulters; G. M. Callicó; H. Bulstrode; A. Szolna; J. F. Piñeiro; S. Kabwama; D. Madroñal; R. Lazcano; A. J. O’Shanahan; S. Bisshopp; M. Hernández; A. Báez; G-Z Yang; B. Stanciulescu; R. Salvador; E. Juárez; R. Sarmiento “Spatio-Spectral Classification of Hyperspectral Images for Brain Cancer Detection During Surgical Operations” PLOS ONE;

JOURNAL

H. Fabelo, S. Ortega, R. Lazcano, D. Madroñal, G. M. Callicó, E. Juárez, R. Salvador, D. Bulters, H. Bulstrode, A. Szolna, J. F. Piñeiro, C. Sosa, A. J. O’Shanahan, S. Bisshopp, M. Hernández, J. Morera, D. Ravi, B. R. Kiran, A. Vega, A. Báez, G-Z Yang, B. Stanciulescu, R. Sarmiento “Intraoperative Aid-Visualization System for Brain Tumor Delineation using Hyperspectral Imaging“ Sensors 2018, 18(2),

JOURNAL

Deligianni F, Ravi D, Roots S, Rosa B, Sun Y, Wong C, Yang G-Z, Lo Bet al., Pervasive monitoring of mental health for preventing financial distress, Body Sensor Networks Conference (BSN’17), Publisher: IEEE

CONFERENCE PAPER

Ravi D, Fabelo H, Callico GM, Yang Get al., 2017, Manifold Embedding and Semantic Segmentation for Intraoperative Guidance with Hyperspectral Brain Imaging, IEEE Transactions on Medical Imaging, Pages: 1-1, ISSN: 0278-0062

JOURNAL ARTICLE

Ravi D, Wong C, Deligianni F, Berthelot M, Andreu-Perez J, Lo B, Yang G-Zet al., 2017, Deep Learning for Health Informatics, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, Vol: 21, Pages: 4-21, ISSN: 2168-2194

JOURNAL ARTICLE

Ravi D, Wong C, Lo B, Yang G-Zet al., 2017, A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, Vol: 21, Pages: 56-64, ISSN: 2168-2194

JOURNAL ARTICLE

Ravi D, Wong C, Lo B, Yang G-Zet al., 2016, Deep Learning for Human Activity Recognition: A Resource Efficient Implementation on Low-Power Devices, 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN), Publisher: IEEE, Pages: 71-76, ISSN: 2376-8886

CONFERENCE PAPER

Ravì D, Bober M, Farinella GM, Guarnera M, Battiato Set al., 2016, Semantic segmentation of images exploiting DCT based features and random forest, Pattern Recognition, Vol: 52, Pages: 260-273, ISSN: 0031-3203

JOURNAL ARTICLE

Ravi D, Lo B, Yang G-Z, 2015, Real-time Food Intake Classification and Energy Expenditure Estimation on a Mobile Device, IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN), Publisher: IEEE

CONFERENCE PAPER

Battiato S, Farinella GM, Puglisi G, Ravi Det al., 2014, Saliency-based selection of gradient vector flow paths for content aware image resizing, IEEE Transactions on Image Processing, Vol: 23, Pages: 2081-2095, ISSN: 1057-7149

JOURNAL ARTICLE

Battiato S, Farinella GM, Puglisi G, Ravì Det al., 2014, Aligning codebooks for near duplicate image detection, Multimedia Tools and Applications, Vol: 72, Pages: 1483-1506, ISSN: 1380-7501

JOURNAL ARTICLE

Farinella GM, Ravì D, Tomaselli V, Guarnera M, Battiato Set al., 2014, Representing scenes for real-time context classification on mobile devices, Pattern Recognition, ISSN: 0031-3203

JOURNAL ARTICLE

Battiato S, Farinella GM, Guarnera M, Ravì D, Tomaselli Vet al., 2012, Instant scene recognition on mobile platform, Pages: 655-658, ISSN: 0302-9743

CONFERENCE PAPER

Battiato S, Farinella GM, Messina E, Puglisi G, Ravì D, Capra A, Tomaselli Vet al., 2012, On the performances of computer vision algorithms on mobile platforms, ISSN: 0277-786X

CONFERENCE PAPER

Battiato S, Farinella GM, Puglisi G, Ravi Det al., 2012, Content-aware image resizing with seam selection based on Gradient Vector Flow, Pages: 2117-2120, ISSN: 1522-4880

CONFERENCE PAPER

Battiato S, Farinella GM, Gallo G, Ravì Det al., 2010, Exploiting Textons Distributions on Spatial Hierarchy for Scene Classification, EURASIP Journal on Image and Video Processing, Vol: 2010, Pages: 1-13, ISSN: 1687-5176

JOURNAL ARTICLE

Battiato S, Farinella GM, Guarnera GC, Meccio T, Puglisi G, Ravì D, Rizzo Ret al., 2010, Bags of phrases with codebooks alignment for near duplicate image detection, Pages: 65-69

CONFERENCE PAPER

Battiato S, Farinella GM, Guarnera M, Messina G, Ravì Det al., 2010, Red-eyes removal through cluster based linear discriminant analysis, Pages: 2185-2188, ISSN: 1522-4880

CONFERENCE PAPER

Battiato S, Farinella GM, Guarnera M, Messina G, Ravì Det al., 2010, Boosting gray codes for red eyes removal, Pages: 4214-4217, ISSN: 1051-4651

CONFERENCE PAPER

Farinella GM, Battiato S, Guarnera M, Messina G, Ravì Det al., 2010, Red-eyes removal through cluster-based boosting on gray codes, Eurasip Journal on Image and Video Processing, Vol: 2010, ISSN: 1687-5176

JOURNAL ARTICLE

Battiato S, Farinella GM, Gallo G, Ravì Det al., 2009, Spatial hierarchy of textons distributions for scene classification, Pages: 333-343, ISSN: 0302-9743

CONFERENCE PAPER

Ravì D, Meccio T, Messina G, Guarnera Met al., 2009, JBIG for printer pipelines: A compression test, Pages: 180-187, ISSN: 0302-9743

CONFERENCE PAPER

Battiato S, Farinella GM, Gallo G, Ravi Det al., 2008, Scene categorization using bag of textons on spatial hierarchy, Pages: 2536-2539, ISSN: 1522-4880

CONFERENCE PAPER