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GIACOMO BORACCHI, Ph.D. |
Associate Professor Dipartimento di Elettronica, Informazione e Bioingegneria Politecnico di Milano |
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Contacts
Giacomo Boracchi
Dipartimento di Elettronica e Informazione, Politecnico di Milano
Via G. Ponzio, 34/5, 20133 Milano, Italy
Tel: +39 02 2399 3467
E-mail: firstname.lastname@polimi.it
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Biosketch |
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I am an Associate Professor of Computer Engineering at Dipartimento di Elettronica, Informazione e Bioingegneria of the Politecnico di Milano (DEIB). At DEIB I have also received the Ph.D. in information technology (2008), and before I graduated in Mathematics at Universitá Statale di Milano (2004).
My research interests concern image processing and machine learning, and in particular image restoration and analysis, change/anomaly detection, domain adaptation, learning in nonstationary environments. Since 2016 I have been teaching PhD courses concerning image processing and classification in Politecnico di Milano and Tampere University (Finland). I also gave a few tutorials in major conferences (IEEE ICASSP and IEEE IJCNN).
I am currently leading a few industrial research projects related to image understanding and anomaly detection together with STMicroelectronics, Gilardoni Raggi X and Cisco, which have lead to impactful industrial outcomes. I published more than 70 papers in international conferences and journals and I am currently Associate Editor for the IEEE Transactions on Image Processing since 2018. In 2015 I have received the IBM Faculty Award, in 2016 the IEEE Transactions on Neural Networks and Learning Systems Outstanding Paper Award, in 2017 the Nokia Visiting Professor Scholarship and in 2021 an nVidia Applied Reseach Grant.
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Thesis and Stage Opportunities September 2024
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News
- September 2023, Best Paper Award “ Hashing for Structure-Based Anomaly Detection with Filippo Leveni, Cesare Alippi and Giacomo Boracchi won the best paper award ” at ICIAP 2023, pdf.
- July 2023, PRIN PNRR 2022 Our prposal with Univerista di Genova and CNR Genova has been funded.
- July 2023, ERASMUS MUNDUS JOINT MASTER in IMAGING Our prposal for EMJM in imaging has been sponsored by EU. The Project Coordinator is Tampere University, the other univeristies are Politecnico di Milano and Mid Sweeden University
- September 2022, Best Paper Award “ PC-GAU: PCA Basis of Scattered Gaussians for Shape Matching via Functional Maps with Simone Colombo, Giacomo Boracchi, Simone Melzi won the best paper award ” at STAG 2022, pdf.
- May 2022, nVidia Best Paper Award our paper titled “ Deep Autoencoders for Anomaly Detection in Textured Images using CW-SSIM with
Andrea Bionda, Luca Frittoli, Giacomo Boracchi received the best paper award at 21st International Conference on Image Analysis and Processing ICIAP 2021 at paper .
- September 2020, Tutorial titled “ Anomaly Detection in Images ” at IEEE ICIP 2020 Abu Dhabi Tutorial website.
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Publications |
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Tutorials and Talks |
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Teaching and Available Theses |
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CV |
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Recently Organized Events and Special Issues
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