Giulio Coluccia

+39 011 090 4182 +39 011 090 4099giulio.coluccia@polito.it

Giulio Coluccia

Giulio Coluccia was born on December 29th 1981 in Ivrea (Torino), Italy. He received the bachelor in science (cum laude) in 2003 and the master in science (cum laude) in 2005 in Telecommunications Engineering, both from the Politecnico di Torino, Torino, Italy. He was a Ph.D. student within the Electronics Department of the Politecnico di Torino, Torino, Italy, under the supervision of prof. Giorgio Taricco. During his Ph.D. program, he visited the Telecommunications Research Center Vienna (ftw.), Vienna, Austria. He received the Ph.D. degree in Electronic and Communications engineering in 2009. His research activity included MIMO communications and space-time detection.

CRISP logo Currently, he is a Post Doctoral Researcher within the Image Processing Lab at Politecnico di Torino. His resarch is focused on Compressed Sensing, with particular interest in its application to Image Processing and Forensics, Multidimensional Signals and to Distributed Source Coding and Wireless Sensor Networks. He is involved in the 5-year project entitled "CRISP - Towards compressive information processing systems" and its Proof-of-Concept spinoff "ToothPic - Who Took This Picture?", both funded by the European Union.

In 2011 and 2014 he received the Best Paper Award for Signal Processing at the GTTI (Gruppo Telecomunicazioni e Tecnologie dell'Informazione - Telecommunications and Information Technology Group) meeting, and in 2015 he received the Best Demo Award at the GTTI Multimedia 2015 meeting.


Publications

The following list is exported by the Politecnico di Torino Publications Open Repository (PORTO). See my publications on Google Scholar - ResearchGate.

Capitolo di libro Barducci, Alessandro; Coluccia, Giulio; Guzzi, Donatella; Lastri, Cinzia; Magli, Enrico; Raimondi, Valentina (2017)
Algorithms and prototyping of a compressive hyperspectral imager. In: Compressive Sensing of Earth Observations / Chen C.H. CRC Press, pp. 329-349. ISBN 9781498774376

Articolo di rivista Ravazzi, Chiara; Coluccia, Giulio; Magli, Enrico (2017)
Curl-Constrained Gradient Estimation for Image Recovery from Highly Incomplete Spectral Data. In: IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 26 n. 6, pp. 2656-2668. - ISSN 1057-7149

Articolo in atti di convegno Ravazzi, C.; Coluccia, G; Magli, E. (2017)
Image reconstruction from partial Fourier measurements via curl constrained sparse gradient estimation. In: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, 5-9 Marzo 2017. pp. 4745-4749

Brevetto Valsesia, Diego; Coluccia, Giulio; Bianchi, Tiziano; Magli, Enrico (2017)
Improved method for fingerprint matching and camera identification, device and system. TO2014A000574.

Articolo in atti di convegno Coluccia, G; Roumy, A; Magli, E. (2017)
Mismatched Sparse Denoiser Requires Overestimating the Support Length. In: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, 5-9 Marzo 2017. pp. 4750-4754

Articolo di rivista Valsesia, Diego; Coluccia, Giulio; Bianchi, Tiziano; Magli, Enrico (2017)
User Authentication via PRNU-based Physical Unclonable Functions. In: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, vol. 12 n. 8, pp. 1941-1956. - ISSN 1556-6013

Brevetto Valsesia, D.; Coluccia, G.; Bianchi, T.; Magli, E. (2016)
Dispositivo e metodi per l'autenticazione di un apparato d'utente. 102016000105253.

Articolo in atti di convegno Raimondi, V.; Magli, E.; Coltuc, D.; Labate, D.; Barducci, A.; Baronti, S.; Coluccia, G.; Garoi, F.; Guzzi, D.; Iordache, I.; Lastri, C.; Nardino, V.; Palombi, L.; Pippi, I.; Ravazzi, C.; Zuccaro-Marchi, A.; Miranda, M. (2016)
OPTICAL COMPRESSIVE SENSING TECHNOLOGIES FOR SPACE APPLICATIONS: A PROS AND CONS ANALYSIS OF APPLICATION-DRIVEN INSTRUMENTAL CONCEPTS. In: 5th International Workshop on On-Board Payload Data Compression OBPDC 2016, Frascati (Roma), 28-29 Settembre 2016.

Altro Valsesia, Diego; Coluccia, Giulio; Bianchi, Tiziano; Magli, Enrico (2015)
CAMERA IDENTIFICATION AND IMAGE RETRIEVAL VIA COMPRESSED PRNU. .

Articolo di rivista D. Valsesia; G. Coluccia; T. Bianchi; E. Magli (2015)
Compressed Fingerprint Matching and Camera Identification via Random Projections. In: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, vol. 10 n. 7, pp. 1472-1485. - ISSN 1556-6013

Libro Coluccia, Giulio; Ravazzi, Chiara; Magli, Enrico (2015)
Compressed Sensing for Distributed Systems. Springer-Verlag Singapur, pp. 1-97. ISBN 978-981-287-389-7

Articolo di rivista D. Valsesia; G. Coluccia; E. Magli (2015)
Graded quantization for multiple description coding of compressive measurements. In: IEEE TRANSACTIONS ON COMMUNICATIONS, vol. 63 n. 5, pp. 1648-1660. - ISSN 0090-6778

Articolo in atti di convegno Valsesia, Diego; Coluccia, Giulio; Bianchi, Tiziano; Magli, Enrico (2015)
Image retrieval based on compressed camera sensor fingerprints. In: 2015 IEEE International Conference on Multimedia and Expo (ICME), Turin, Italy, June 29 2015-July 3 2015. pp. 1-6

Articolo di rivista Valsesia, Diego; Coluccia, Giulio; Bianchi, Tiziano; Magli, Enrico (2015)
Large-scale image retrieval based on compressed camera identification. In: IEEE TRANSACTIONS ON MULTIMEDIA, vol. 17 n. 9, pp. 1439-1449. - ISSN 1520-9210

Brevetto Valsesia, D.; Coluccia, G.; Bianchi, T.; Magli, E. (2015)
Metodo e dispositivo per la ricerca di immagini. 102015000026649.

Articolo in atti di convegno D. Valsesia; G. Coluccia; T. Bianchi; E. Magli (2015)
Scale-Robust Compressive Camera Fingerprint Matching with Random Projections. In: 40th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr. 2015. pp. 1697-1701

Articolo in atti di convegno S. Kamdem Kuiteing; G. Coluccia; A. Barducci; M. Barni; E. Magli (2014)
Compressive Hyperspectral Imaging using Progressive Total Variation. In: IEEE International Conference on Acoustics, Speech and Signal Processing, Firenze, May 2014. pp. 7794-7798

Articolo in atti di convegno G. Coluccia; A. Roumy; E. Magli (2014)
Exact Performance Analysis of the Oracle receiver for Compressed Sensing Reconstruction. In: IEEE International Conference on Acoustics, Speech and Signal Processing, Firenze, May 2014. pp. 1005-1009

Articolo di rivista G. Coluccia; A. Roumy; E. Magli (2014)
Operational Rate-Distortion Performance of Single-source and Distributed Compressed Sensing. In: IEEE TRANSACTIONS ON COMMUNICATIONS, vol. 62 n. 6, pp. 2022-2033. - ISSN 0090-6778

Articolo in atti di convegno V. Bioglio; G. Coluccia; E. Magli (2014)
Sparse image recovery using compressed sensing over finite alphabets. In: 2014 IEEE International Conference on Image Processing (ICIP). pp. 1287-1291

Articolo in atti di convegno Diego Valsesia; Giulio Coluccia; Enrico Magli (2013)
Graded quantization: democracy for multiple descriptions in compressed sensing. In: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013. pp. 5825-5829

Articolo in atti di convegno D. Valsesia; G. Coluccia; E. Magli (2013)
Joint recovery algorithms using difference of innovations for distributed compressed sensing. In: 2013 Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, USA, Sept. 2013. pp. 414-417

Articolo in atti di convegno Giulio Coluccia; Diego Valsesia; Enrico Magli (2013)
Smoothness-Constrained Image Recovery from Block-Based Random Projections. In: 2013 IEEE International Workshop on Multimedia Signal Processing, Pula, Italy, Sept. 2013. pp. 129-134

Articolo in atti di convegno G. Coluccia; E. Magli (2012)
A Novel Progressive Image Scanning and Reconstruction Scheme Based on Compressed Sensing and Linear Prediction. In: IEEE International Conference on Multimedia & Expo (ICME), Melbourne, VIC (AUS), 9-13/7/2012. pp. 866-871

Articolo di rivista G. Coluccia; S. Kamdem Kuiteing; A. Abrardo; M. Barni; E. Magli (2012)
Progressive compressed sensing and reconstruction of multidimensional signals using hybrid transform/prediction sparsity model. In: IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, vol. 2 n. 3, pp. 340-352. - ISSN 2156-3357

Articolo in atti di convegno Coluccia G., Magli E., Roumy A., Toto-Zarasoa V. (2011)
Lossy Compression of Distributed Sparse Sources: a Practical Scheme. In: The 2011 European Signal Processing Conference (EUSIPCO‐2011), Barcellona (Spain), 29/08/2011. pp. 422-426

Articolo di rivista Coluccia G; Riegler E; Mecklenbräuker C; Taricco G. (2009)
Optimum MIMO-OFDM Detection With Pilot-AidedChannel State Information. In: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, vol. 3, pp. 1053-1065. - ISSN 1932-4553

Articolo in atti di convegno Coluccia G; Riegler E; Mecklenbrauker C; Taricco G. (2008)
Optimum MIMO-OFDM Receivers with Imperfect Channel State Information. In: IEEE GLOBECOM 2008, New Orleans, LO, USA, Nov. 30 2008-Dec. 4 2008. pp. 1-5

Tesi di dottorato G. Coluccia (2008)
Optimum Receiver Design for MIMO Fading Channels. Tesi di dottorato

Articolo di rivista Coluccia G; Taricco G. (2007)
An Optimum Blind Receiver for Correlated Rician Fading MIMO Channels. In: IEEE COMMUNICATIONS LETTERS, vol. 11, pp. 738-740. - ISSN 1089-7798

Articolo di rivista Taricco G; Coluccia G. (2007)
Optimum Receiver Design for Correlated Rician Fading MIMO Channels with Pilot-Aided Detection. In: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, vol. 25 n. 7, pp. 1311-1321. - ISSN 0733-8716

Articolo in atti di convegno Coluccia G; Taricco G.; Mecklenbruker C (2007)
Performance of an optimum receiver scheme based on pilot-symbol channel estimation over a measured MIMO channel. In: SPAWC 2007, Helsinki (Finland), June 17-20,2007.

Articolo in atti di convegno Taricco G; Coluccia G. (2006)
Mismatched and Optimum Receivers for the Correlated Rician Fading MIMO Channel. In: Forty-Fourth Annual Allerton Conference On Communication, Control, and Computing, Allerton, 27-29 Settembre 2006. pp. 266-273