Giacomo Boracchi Homepage

GIACOMO BORACCHI - PUBLICATIONS
2024 Composite Convolution: a Flexible Operator for Deep Learning on 3D Point Clouds Alberto Floris, Luca Frittoli, Diego Carrera, Giacomo Boracchi Pattern Recognition, Elsevier, 2024 Accepted (preprint), (Original) AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection Yunkang Cao, Jiangning Zhang , Luca Frittoli, Yuqi Cheng, Weiming Shen, and Giacomo Boracchi European Conference on Computer Vision, ECCV, 2024 (preprint), (Code), (Supplementary Material) Revisiting Calibration of Wide-Angle Radially Symmetric Cameras Andrea Porfiri Dal Cin, Francesco Azzoni, Giacomo Boracchi, Luca Magri European Conference on Computer Vision, ECCV, 2024 (original) Online Isolation Forest Filippo Leveni, Guilherme Weigert Cassales, Bernhard Pfahringer, Albert Bifet, and Giacomo Boracchi International Conference on Machine Learning, ICML 2024, (Original + Video) SemiFDA: Domain Adaptation in Semi-Supervised Federated Learning Michele Craighero, Giorgio Rossi, Beatrice Rossi, Diego Carrera, Diego Stucchi, Pasqualina Fragneto, and Giacomo Boracchi IEEE International Conference on Data Mining, ICDM 2024 (preprint) Enhancing Manufacturing with AI-powered Process Design Gianmarco Genalti, Gabriele Corbo, Tommaso Bianchi, Marco Missaglia, Luca Negri, Andrea Sala, Luca Magri, Giacomo Boracchi, Giovanni Miragliotta and Nicola Gatti IJCAI 2024 - Demo Track(original) Adaptive Extended Kalman Filtering for Battery State of Charge Estimation on STM32 Antonio Barros, Edoardo Peretti, Davide Fabroni, Diego Carrera, Pasqualina Fragneto, Giacomo Boracchi IEEE Embedded Systems Letters 2024(original) An expert-driven data generation pipeline for histological images Roberto Basla, Loris Giulivi, Luca Magri, Giacomo Boracchi, International Symposium on Biomedical Imaging, ISBI 2024, (preprint) SE3D: A Framework For Saliency Method Evaluation In 3D Imaging Mariusz Wiśniewski, Loris Giulivi, Giacomo Boracchi, IEEE International Conference on Image Processing, ICIP 2024, (preprint) Deep Learning for Identifying Systolic Complexes in SCG traces: a cross-Dataset Analysis Michele Craighero, Sarah Solbiati, Federica Mozzini, Enrico Caiani, Giacomo Boracchi, Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 Concept Visualization: Explaining the CLIP Multi-Modal Embedding Using WordNet Loris Giulivi, Giacomo Boracchi IEEE WCCI, International Joint Conference on Neural Networks 2024 (preprint) Explaining Multi-modal Large Language Models by Analyzing their Vision Perception Loris Giulivi, Giacomo Boracchi British Machine Vision Conference (BMVC) 2024 (preprint) Comparing flow-based and anatomy-based features in the data-driven study of nasal pathologies Andrea Schillaci, Kazuto Hasegawa, Carlotta Pipolo, Giacomo Boracchi, Maurizio Quadrio Flow Change Detection in Multivariate data streams: Online Analysis with Kernel-QuantTree Michelangelo Olmo Nogara Notarianni, Filippo Leveni, Diego Stucchi, Luca Frittoli, Giacomo Boracchi AALTD workshop in ECML 2024 Estimating Map Completeness in Robot Exploration Matteo Luperto, Marco Maria Ferrara, Giacomo Boracchi, Francesco Amigoni (preprint) Under Review Data Augmentation Based on Computational Geometry for Neural Network Training in Medical Flow Field Classification Riccardo Margheritti, Andrea Schillaci, Carlotta Pipolo, Maurizio Quadrio, Giacomo Boracchi Under Review 2023 Kernel QuantTree Diego Stucchi, Paolo Rizzo, Nicolo' Folloni and Giacomo Boracchi International Conference on Machine Learning, ICML 2023, accepted (preprint), (Original + Video), (supplementary materials) Multi-body Depth and Camera Pose Estimation from Multiple Views Andrea Porfiri Dal Cin, Giacomo Boracchi and Luca Magri International Conference on Computer Vision, ICCV 2023, accepted (original, open access), (supplementary materials) Multimodal Batch-wise Change Detection Diego Stucchi, Luca Magri, Diego Carrera and Giacomo Boracchi IEEE Transactions on Neural Networks and Learning Systems, 2023 (original, open access) On-Device Personalization for Human Activity Recognition on STM32 Michele Craighero, Davide Quarantiello, Beatrice Rossi, Diego Carrera, Pasqualina Fragneto, Giacomo Boracchi IEEE Embedded Systems Letters, 2023 (original, open access) Extracting a functional representation from a dictionary for non-rigid shape matching Michele Colombo, Giacomo Boracchi, Simone Melzi Computers & Graphics, Elsevier (preprint), (original) Anomaly Detection in Optical Spectra via Joint Optimization Antonino Maria Rizzo, Luca Magri, Pietro Invernizzi, Enrico Sozio, Stefano Piciaccia, Alberto Tanzi, Stefano Binetti, Cesare Alippi, Giacomo Boracchi IEEE ICASSP, accepted (preprint), (poster),(video), (Project Page), (original) Event Detection in Optical Signals via Domain Adaptation Antonino Maria Rizzo, Luca Magri, Pietro Invernizzi, Enrico Sozio, Gabriele Aquaro, Stefano Binetti, Cesare Alippi, Giacomo Boracchi, European Signal Processing Conference EUSIPCO 2023, accepted (preprint), (Project Page) Hashing for Structure-based Anomaly Detection Filippo Leveni, Luca Magri, Cesare Alippi and Giacomo Boracchi International Conference on Image Analisys and Processing (ICIAP) (preprint) Best Paper Award Self-Similarity Block for Deep Image Denoising Edoardo Peretti, Diego Stucchi, Diego Carrera and Giacomo Boracchi International Conference on Image Analisys and Processing (ICIAP) (preprint) Image Retrieval in Semiconductor Manufacturing Giuseppe Gatta, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto and Giacomo Boracchi International Conference on Image Analisys and Processing (ICIAP) (preprint) 2022 Nonparametric and Online Change Detection in Multivariate Datastreams using QuantTree Luca Frittoli, Diego Carrera and Giacomo Boracchi IEEE Transactions on Data Knowledge and Engineering, accepted (preprint), (Project Page) Adversarial Scratches: Deployable Attacks to CNN Classifiers Loris Giulivi, Malhar Jere, Loris Rossi, Farinaz Koushanfar, Gabriela Ciocarlie, Briland Hitaj, Giacomo Boracchi Pattern Recognition, Elsevier, Accepted (arxiv) Known and Unknown Event Detection in OTDR Traces by Deep Learning Networks Antonino M. Rizzo, Luca Magri, Davide Rutigliano, Pietro Invernizzi, Enrico Sozio, Cesare Alippi, Stefano Binetti, and Giacomo Boracchi. Neural Computing and Applications, Springer, 2022 (preprint), (Project Page) The role of diversity and ensemble learning in credit card fraud detection Gian Marco Paldino, Bertrand Lebichot, Yann-Aël Le Borgne, Wissam Siblini, Frédéric Oblé, Giacomo Boracchi, Gianluca Bontempi. Advances in Data Analysis and Classification, Springer, 2022 (original version) Deep Autoencoders for Anomaly Detection in Textured Images using CW-SSIM Andrea Bionda, Luca Frittoli, Giacomo Boracchi 21st International Conference on Image Analysis and Processing ICIAP 2021 Best Paper Award: nVidia Prize Winner (Preprint), (Original), (Video) PC-GAU: PCA Basis of Scattered Gaussians for Shape Matching via Functional Maps Simone Colombo, Giacomo Boracchi, Simone Melzi STAG: Smart Tools and Applications in Graphics (2022) STAG 2022 Best Paper Award (Preprint) Multi-body Self-Calibration Andrea Porfiri Dal Cin, Giacomo Boracchi, Luca Magri British Machine Vision Conference (BMVC) 2022 Class Distribution Monitoring for Concept Drift Detection Diego Stucchi, Luca Frittoli, Giacomo Boracchi IEEE-INNS International Joint Conference on Neural Networks (IJCNN) 2022 (Preprint) (Code), (Project Page) Open-Set Recognition: an Inexpensive Strategy to Increase DNN Reliability Gabriele Gavarini, Diego Stucchi, Annachiara Ruospo, Giacomo Boracchi, Ernesto Sanchez IEEE International Symposium on On-Line Testing and Robust System Design (IOLTS) 2022 (Preprint) Artificial Intelligence for Silicon Wafer Production Monitoring Luca Frittoli, Nicolò Folloni, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi Ital-IA22 Workshop (paper) 2021 Multi-link: Multi-class Structure Recovery via Agglomerative Clustering and Model Selection Luca Magri, Filippo Leveni, Giacomo Boracchi Proceedings of IEEE Computer Vision and Pattern Recognition Conference (CVPR) 2021 (Preprint), (Code), (Slides), (Poster), (Video), Synchronization of Group-labelled Multi-graphs Andrea Porfiri Dal Cin, Luca Magri, Federica Arrigoni, Andrea Fusiello, Giacomo Boracchi Proceedings of International Conference on Computer Vision (ICCV) 2021 (Preprint), (Code), (Slides), (Poster), (Video), Deep Open-Set Recognition for Silicon Wafer Production Monitoring Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi, Pattern Recognition, Elsevier, 2021 (Preprint) (Original) Change Detection in Multivariate Datastreams Controlling False Alarms Luca Frittoli, Diego Carrera, Giacomo Boracchi Proceedings of European Conference on Machine Learning (ECML) 2021 (Preprint), (Code), (Supplementary Material), (Poster) Exploiting History Data for Nonstationary Multi-armed Bandit Gerlando Re, Fabio Chiusano, Francesco Trovò, Diego Carrera, Giacomo Boracchi, Marcello Restelli Proceedings of European Conference on Machine Learning (ECML) 2021 (Preprint), A Weighted Loss Function to Predict Control Parameters for Supercontinuum Generation Via Neural Networks Diego Stucchi, Andrea Corsini, Goery Genty, Giacomo Boracchi and Alessandro Foi Proceedings of IEEE Machine Learning for Signal Processing Workshop (MLSP) 2021 (Preprint), Perception Visualization: Seeing Throughthe Eyes of a DNN Loris Giulivi, Mark Carman, Giacomo Boracchi Proceedings of British Machine Vision Conference (BMVC) 2021 (Preprint), Event-Detection Deep Neural Network for OTDR Trace Analysis Davide Rutigliano, Giacomo Boracchi, Pietro Invernizzi, Enrico Sozio, Cesare Alippi, Stefano Binetti Proceedings of Engineering Applications of Neural Networks, (EANN) 2021 (Preprint), (Slides), Leak Detection and Localization in Water Distribution Networks by Combining Expert Knowledge and Data-Driven Models Adrià Soldevila, Giacomo Boracchi, Manuel Roveri, Sebastian Tornil-Sin and Vicenç Puig Neural Computing And Applications, Springer (Preprint), 2020 Strengthening Sequential Side-Channel Attacks Through Change Detection Luca Frittoli, Matteo Bocchi, Silvia Mella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Ruggero Susella and Giacomo Boracchi , IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES), 2020(3), pp. 1-21 doi: 10.13154/tches.v2020.i3.1-21 (Original Open Access), (Video Presentation) Fault Impact Estimation for Lightweight Fault Detection in Image Filtering Cristiana Bolchini, Giacomo Boracchi, Luca Cassano, Antonio Miele and Diego Stucchi , IEEE Transactions on Computers doi: 10.1109/TC.2020.3047548 (Preprint), (Original) Augmented Grad-CAM: heat-maps super resolution through augmentation Pietro Morbidelli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi , ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) doi:10.1109/ICASSP40776.2020.9054416 (Preprint), (Original), (Online Codes), Inferring Functional Properties from Fluid Dynamics Features Andrea Schillaci, Maurizio Quadrio, Carlotta Pipolo, Marcello Restelli, Giacomo Boracchi , International Conference on Pattern Recognition (ICPR) 2020, (Preprint), (Slides), (Dataset) Anomaly detection via preference embedding Filippo Leveni, Luca Magri, Giacomo Boracchi, Cesare Alippi , International Conference on Pattern Recognition (ICPR) 2020, (Preprint), (Video) 2019 Online Anomaly Detection for Long-Term ECG Monitoring using Wearable Devices Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi , Pattern Recognition Volume 88, April 2019, Pages 482-492 doi:10.1016/j.patcog.2018.11.019 (Preprint), (Demo Page) Wafer Defect Map Classification Using Sparse Convolutional Networks Roberto di Bella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi , International Conference on Image Analysis and Processing, 125-136 (ICIAP) 2019, Trento doi:10.1007/978-3-030-30645-8_12 (Preprint), On the Weighting for Convolutional Sparse Coding Diego Carrera, Alessandro Foi, Giacomo Boracchi, Brendt Wohlberg , Signal Processing with Adaptive Sparse Structured Representations (SPARS) Workshop 2019 (Preprint), 2018 QuantTree: Histograms for Change Detection in Multivariate Data Streams Giacomo Boracchi, Diego Carrera, Cristiano Cervellera, Danilo Maccio' , International Conference on Machine Learning (ICML) 2018 -- Accepted, 8 pages, 2018 (Paper), (Source Code), (Bibtex). A Wearable Device for Online and Long-Term ECG Monitoring Marco Longoni, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Marco Pessione, Giacomo Boracchi , International Joint Conference on Artificial Intelligence (IJCAI) - Demo Track (Preprint), (Slides), (Demo Page) Credit Card Fraud Detection: a Realistic Modeling and a Novel Learning Strategy Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi and Gianluca Bontempi , IEEE Transactions on Neural Networks and Learning Systems doi:10.1109/TNNLS.2017.2736643 Vol. 29, No. 8, August 2018, pp 3784 - 3797 (Preprint) ( a presentation on this topic) Generating High-Dimensional Datastreams for Change Detection Diego Carrera, Giacomo Boracchi , Big Data Research, Elsevier, Volume 11, March 2018, Pages 11-21. (Preprint), (Matlab Package) 2017 Defect Detection in SEM Images of Nanofibrous Materials Diego Carrera, Fabio Manganini, Giacomo Boracchi, Ettore Lanzarone , IEEE Transactions on Industrial Informatics, Volume: 13 , Issue: 2 , April 2017, doi:10.1109/TII.2016.2641472 (Preprint), (Original), (Dataset), (Matlab Package), Hierarchical Change-Detection Tests Cesare Alippi, Giacomo Boracchi, Manuel Roveri, IEEE Transactions on Neural Networks and Learning Systems, Volume: 28 , Issue: 2 , Feb. 2017 doi:10.1109/TNNLS.2015.2512714 (Preprint), (Original), (BibTeX), (Project Page and Codes). Sparse overcomplete denoising: aggregation versus global optimization Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg , IEEE Signal Processing Letters, Vol. 24, no. 10, October 2017, pp 1468 - 1472 doi:10.1109/LSP.2017.2734119. (Preprint), Domain Adaptation for Online ECG Monitoring Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, and Giacomo Boracchi , Proceedings of IEEE Conference on Data Mining, ICDM 2017, New Orleans, Louisiana, Accepted, 6 pages (Preprint) Uniform Histograms for Change Detection in Multivariate Data Giacomo Boracchi, Cristiano Cervellera and Danilo Maccio , Proceedings of International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, Alaska, USA (Preprint), (Slides), Sparse Denoising: Aggregation Versus Global Optimization Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg , Signal Processing with Adaptive Sparse Structured Representations, SPARS 2017, Lisbon, Portugal, June 5-8 2017. (Original), 2016 Foveated Nonlocal Self-Similarity Alessandro Foi and Giacomo Boracchi -- International Journal of Computer Vision, Springer, vol. 120, no. 1, pp. 78-110, October 2016 doi:10.1007/s11263-016-0898-1 (Preprint), (Original), (BibTeX), ( Project Page and Codes). A cognitive monitoring system detecting and isolating contaminants and faults in intelligent buildings Giacomo Boracchi, Michalis Michaelides and Manuel Roveri , IEEE Transactions on Systems, Man and Cybernetics: Systems -- In Press, 15 pages. (Preprint), (Original) Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri , International Joint Conference of Artificial Intelligence (IJCAI) 2016, New York, USA, July 9 - 13 (Preprint), (Original), (BibTeX). ECG Monitoring in Wearable Devices by Sparse Models Diego Carrera, Beatrice Rossi, Daniele Zambon, Pasqualina Fragneto, and Giacomo Boracchi , Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery, ECML-PKDD 2016, Riva del Garda, Italy, September 19 - 23, Accepted, 16 pages (Preprint) Scale-invariant Anomaly Detection With Multiscale Group-sparse Models Diego Carrera, Giacomo Boracchi, Alessandro Foi and Brendt Wohlberg , Proceedings of IEEE International Conference on Image Processing (ICIP) 2016, ICIP 2016, Phoenix, AZ, USA, September 25 - 28, Accepted, 5 pages (Preprint), (Original), CCM: Controlling the Change Magnitude in High Dimensional Data Cesare Alippi, Giacomo Boracchi, Diego Carrera , Proceedings of INNS Conference on Big Data, 2016 , Thessaloniki, Greece, October 23 - 25, 2016, 10 pages (Preprint), (Slides) (Codes). This paper has received the Best Regular Paper Award 2015 RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization Cesare Alippi, Maurizio Bocca, Giacomo Boracchi, Neal Patwari, Manuel Roveri , IEEE Transactions on Mobile Computing. In Press (2015), 12 pages doi:10.1109/TMC.2015.2504965 (Preprint), (Original), (BibTeX) A reprogrammable and intelligent monitoring system for rock-collapse forecasting Cesare Alippi, Giacomo Boracchi, Manuel Roveri, IEEE Systems Journal, In press, 12 pages doi:10.1109/JSYST.2015.2429913 (Preprint), (Original), (BibTeX) Detecting Anomalous Structures by Convolutional Sparse Models Diego Carrera, Giacomo Boracchi, Alessandro Foi and Brendt Wohlberg , Proceedings of International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Irland, July 12 - 17, doi:10.1109/IJCNN.2015.7280790 (Preprint), (Original), (Slides), (BibTeX). Credit Card Fraud Detection and Concept-Drift Adaptation with Delayed Supervised Information Andrea Dal Pozzolo, Giacomo Boracchi, Olivier Caelen, Cesare Alippi and Gianluca Bontempi , Proceedings of International Joint Conference on Neural Networks IJCNN 2015, Killarney, Irland, July 12 - 17, (Preprint), (BibTeX), (Original). Anomaly Detection Using Convolutional Sparse Models Diego Carrera, Giacomo Boracchi, Alessandro Foi and Brendt Wohlberg , Proceedings of SPARS 2015, Cambridge, UK, July 6 - 9. (Preprint) Detecting Contaminants in Smart Buildings by Exploiting Temporal and Spatial Correlation Giacomo Boracchi, Michalis Michaelides, Manuel Roveri , Proceedings of IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2015). IntECS, Cape Town, South Africa, December 7 - 9 2015 (Preprint) (BibTeX), (Original). Tampering Detection In Low-Power Smart Cameras, Adriano Gaibotti, Claudio Marchisio, Alexandro Sentinelli, Giacomo Boracchi, Proceedings of EANN 2015 16th Int. Conf. on Engineering Applications of Neural Networks , doi:10.1007/978-3-319-23983-5_23 (Preprint), (Slides), (BibTeX), (Original). Adaptive Classifiers for Nonstationary Environments, Cesare Alippi, Giacomo Boracchi, Gregory Ditzler, Roby Polikar, Manuel Roveri, Contemporary Issues in Systems Science and Engineering, IEEE/Wiley Press Book Series, 2015 2014 Novelty Detection in Images by Sparse Representations Giacomo Boracchi, Diego Carrera and Brendt Wohlberg , Proceedings of Intelligent Embedded Systems at SSCI 2014, IEEE Symposium Series on Computational Intelligence, Orlando, Florida, December 9 - 12, doi:10.1109/INTELES.2014.7008985 (Preprint), (Slides), (Original). Change Detection in Streams of Signals with Sparse Representations Cesare Alippi, Giacomo Boracchi, Brendt Wohlberg , ICASSP 2014 , IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, Italy, May 4 - 9 2014, pp 5252 - 5256 doi:10.1109/ICASSP.2014.6854605 (Preprint), (BibTeX), (Original). Exploiting Self-Similarity for Change Detection Giacomo Boracchi, Manuel Roveri , IJCNN 2014 International Joint Conference on Neural Networks , Beijing, China July 6 - 11 2014, pp 3339 - 3346 doi:10.1109/IJCNN.2014.6889860 (Preprint), (Project Page - Codes and Dataset), (BibTeX), (Original), ( Slides ). A Cognitive Monitoring System for Contaminant Detection in Intelligent Buildings Giacomo Boracchi, Michalis Michaelides, Manuel Roveri , IJCNN 2014 International Joint Conference on Neural Networks, Beijing, China July 6 - 11 2014, pp 69 - 76, doi:10.1109/IJCNN.2014.6889452 (Preprint), (BibTeX), (Original). A Reconfigurable and Element-wise ICI-based Change-Detection Test for Streaming Data Giacomo Boracchi, Manuel Roveri , CIVEMSA 2014, Computational Intelligence and Virtual Environments for Measurements Systems and Applications, Ottawa, Canada, May 5-7 2014, pp 58 - 63 doi:10.1109/CIVEMSA.2014.6841439 (Preprint), (BibTeX), (Original). Nonlocal Foveated Principal Components Alessandro Foi, Giacomo Boracchi , Proc. 2014 IEEE Workshop on Statistical Signal Processing, SSP 2014, pp. 145-148, Gold Coast, Australia, June 29-July 2, 2014 doi:10.1109/SSP.2014.6884596 (Preprint), (BibTeX), (Original). Encoding-Decoding Machines for Online Concept-Drift Detection on Datastreams, C.Alippi, G.Boracchi, Li Bu, and Dongbin Zhao , Frontiers of Intelligent Control and Information Processing, pp. 263-282, October 2014 World Scientific Publishing (Singapore), (ISBN: 978-981-4616-87-4) doi:10.1142/9789814616881_0010 2013 Just In Time Classifiers for Recurrent Concepts Cesare Alippi, Giacomo Boracchi and Manuel Roveri, Neural Networks and Learning Systems, IEEE Transactions on 2013. vol. 24, no. 4, pp. 620 - 634 doi:10.1109/TNNLS.2013.2239309 (Preprint), (BibTeX), (Original). This paper has received the Outstanding IEEE TNNLS Paper (2016) and was reported in the "CIS publication spotlight" of the IEEE Computational Intelligence Magazine, Aug. 2013, Vol. 8, No. 3. Ensembles of Change-Point Methods to Estimate the Change Point in Residual Sequences Cesare Alippi, Giacomo Boracchi and Manuel Roveri, Soft Computing, Springer, Volume 17, Issue 11 (2013), Page 1971-1981 doi:10.1007/s00500-013-1130-7 (Preprint), (BibTeX), The final publication is available at link.springer.com (Original) An Ensemble Approach to Estimate the Fault-Time Instant, C. Alippi, G. Boracchi, V. Puig, M. Roveri, in IEEE Proceedings of ICICIP 2013, International Conference on Intelligent Control and Information Processing, June 9 - 11, Beijing, China, pp 836 - 841, doi:10.1109/ICICIP.2013.6568188 (BibTeX), (Preprint), (Original). A Hierarchy of Change-Point Methods for Estimating the Time Instant of Subtle Leakages in Water Distribution Networks, G. Boracchi, V. Puig, M. Roveri, in Proceedings of LEAPS, the 1st Workshop on "Learning strategies and data processing in nonstationary environments" -- pp 615 - 624 (BibTeX), (Preprint). Anisotropically Foveated Nonlocal Image Denoising Alessandro Foi, Giacomo Boracchi in Proceedings of ICIP 2013, IEEE International Conference on Image Processing, September 15-18 2013, Melbourne, Australia doi:10.1109/ICIP.2013.6738096 (Preprint), (BibTeX), (Original). Anisotropic Foveated Self-Similarity Alessandro Foi, Giacomo Boracchi in Proceedings of SPARS 2013, Signal Processing with Adaptive Sparse Structured Representations. July 8-11, 2013. EPFL, Lausanne. (Preprint), (BibTeX), (Original). 2012 Video Denoising, Deblocking and Enhancement Through Separable 4-D Nonlocal Spatiotemporal Transforms Matteo Maggioni, Giacomo Boracchi, Alessandro Foi and Karen Egiazarian IEEE Transactions on Image Processing, vol. 21, no. 9, pp. 3952 - 3966 doi:10.1109/TIP.2012.2199324 (Preprint), (BibTeX), (Original). Modeling the Performance of Image Restoration from Motion Blur Giacomo Boracchi and Alessandro Foi, IEEE Transactions on Image Processing, vol. 21, no. 8, pp. 3502 - 3517, Aug. 2012, doi:10.1109/TIP.2012.2192126 (Preprint), (BibTeX), (Original). Wireless Sensor Networks for Monitoring Vineyards, C.Alippi, G.Boracchi, R.Camplani, M.Roveri, in Methodologies and Technologies for Networked Enterprises, (G. Anastasi, E. Bellini, E. Di Nitto, C. Ghezzi, L. Tanca, E. Zimeo, Editors), Lecture Notes in Computer Science, LNCS 7200, pp. 295 - 310, July 2012. Springer. ISBN: 978-3-642-31738-5. doi:10.1007/978-3-642-31739-2_15 (BibTeX), (Original). Just-In-Time Ensemble of Classifiers Cesare Alippi, Giacomo Boracchi and Manuel Roveri, in Proceedings of IJCNN 2012, the International Joint Conference on Neural Networks, Birsbane, Australia, 10 - 15 June, 2012. doi:10.1109/IJCNN.2012.6252540 (Preprint), (BibTeX), (Original). On-line Reconstruction of Missing Data in Sensor/Actuator Networks by Exploiting Temporal and Spatial Redundancy Cesare Alippi, Giacomo Boracchi and Manuel Roveri, in Proceedings of IJCNN 2012, the International Joint Conference on Neural Networks, Birsbane, Australia, 10 - 15 June, 2012. doi:10.1109/IJCNN.2012.6252689 (Preprint), (BibTeX), (Original). Foveated self-similarity in nonlocal image filtering Alessandro Foi, Giacomo Boracchi Proc. IS&T / SPIE Electronic Imaging 2012, Human Vision and Electronic Imaging XVII (2012), 12 pages, January 2012 Burlingame (CA), USA. doi:10.1117/12.912217 (Preprint), (BibTeX), (Original), (Codes). Adaptive Ensemble of Classifiers, C. Alippi, G. Boracchi, M. Roveri, in Proc. The Learning Workshop, Snowbird, USA, April 3-6, 2012. (Original). 2011 A just-in-time adaptive classification system based on the intersection of confidence intervals rule, Cesare Alippi, Giacomo Boracchi, Manuel Roveri Neural Networks, Elsevier vol. 24 (2011), pp. 791-800 doi: 10.1016/j.neunet.2011.05.012 (Preprint), (BibTeX), (Original). Uniform motion blur in Poissonian noise: blur/noise trade-off Giacomo Boracchi and Alessandro Foi, Image Processing, IEEE Transactions on. vol. 20, no. 2, pp. 592-598, Feb. 2011 doi: 10.1109/TIP.2010.2062196 (Preprint), (BibTeX), (Original), (Raw Images). A Fast Eavesdropping Attack Against Touchscreens, Federico Maggi, Alberto Volpatto, Simone Gasparini, Giacomo Boracchi and Stefano Zanero, in Proceedings of IEEE IAS 2011 pp. 320 -325, 5- 8 December 2011, Malacca, Malaysia, doi:10.1109/ISIAS.2011.6122840 (Preprint), (BibTeX), (Original), (Slides). A Step Towards the Prediction of a Rock Collapse: Analysis of Micro-Acoustic Bursts Cesare Alippi, Giacomo Boracchi, Antonio Marullo and Manuel Roveri, in Proceedings of IEEE Sensors 2011, Limerik, Ireland 28-31 October, pp. 1273 - 1276, October 2011. doi:10.1109/ICSENS.2011.6127161 (BibTeX), (Original). An Effective Just-in-Time Adaptive Classifier for Gradual Concept Drifts Cesare Alippi, Giacomo Boracchi and Manuel Roveri, in Proceedings of IJCNN 2011, the International Joint Conference on Neural Networks, San Jose, California July 31 - August 5, 2011. pp 1675 -1682, doi: 10.1109/IJCNN.2011.6033426 (Preprint), (BibTeX), (Original). A Hierarchical, Nonparametric Sequential Change-Detection Test Cesare Alippi, Giacomo Boracchi and Manuel Roveri, in Proceedings of IJCNN 2011, the International Joint Conference on Neural Networks, San Jose, California July 31 - August 5, 2011. pp 2889 - 2896, doi: 10.1109/IJCNN.2011.6033600 (Preprint), (BibTeX), (Original). A distributed Self-adaptive Nonparametric Change-Detection Test for Sensor/Actuator Networks, Cesare Alippi, Giacomo Boracchi and Manuel Roveri, ICANN 2011, 21th International Conference on Artificial Neural Networks, June 14-17th, 2011, Espoo, Finland. Lecture Notes in Computer Science, 2011, Vol. 6792/2011, 173-180, doi: 10.1007/978-3-642-21738-8_23 The original publication is available at www.springerlink.com . (Preprint), (BibTeX), (Original). Video denoising using separable 4D nonlocal spatiotemporal transforms Matteo Maggioni, Giacomo Boracchi, Alessandro Foi and Karen Egiazarian, Proc. SPIE Electronic Imaging 2011, Image Processing: Algorithms and Systems IX, 7870-2, San Francisco (CA), USA, January 2011 doi:10.1117/12.872569 (Preprint), (BibTeX), (Original). POSTER: Fast, Automatic iPhone Shoulder Surfing Federico Maggi, Alberto Volpatto, Simone Gasparini, Giacomo Boracchi and Stefano Zanero, in Proceedings of ACM CCS 2011 pp. 805 - 808. October 17 - 21 2011. Chicago, Chicago (IL), USA. (Preprint), (BibTeX). 2010 Detecting External Disturbances on Camera Lens in Wireless Multimedia Sensor Networks, Cesare Alippi, Giacomo Boracchi, Romolo Camplani and Manuel Roveri Instrumentation and Measurement, IEEE Transactions on. vol.59, no.11, pp.2982-2990, Nov. 2010, doi: 10.1109/TIM.2010.2047129 (Preprint),(BibTeX), (Original). Adaptive Classifiers with ICI-based Adaptive Knowledge Base Management, Cesare Alippi, Giacomo Boracchi and Manuel Roveri, ICANN 2010, 20th International Conference on Artificial Neural Networks, September 15-18, 2010, Thessaloniki, Greece, Lecture Notes on Computer Science. Springer Berlin / Heidelberg, vol 6353, pg 458-467. The original publication is available at www.springerlink.com doi:10.1007/978-3-642-15822-3_56 (Preprint), (BibTeX), (Original). Change Detection Tests Using the ICI rule, Cesare Alippi, Giacomo Boracchi and Manuel Roveri, in Proceedings of IJCNN 2010, the International Joint Conference on Neural Networks 18 - 23 July, 2010 Barcelona, Spain. (Preprint), (BibTeX), (Original). 2009 Estimating the 3D Direction of a Translating Camera From a Single Motion-Blurred Image, Giacomo Boracchi, Pattern Recognition Letters, Elsevier, Volume 30 , Issue 7 (May 2009), Pages 671-681, doi:10.1016/j.patrec.2009.02.002. (Preprint), (BibTeX), (Original). Estimation of 3D Instantaneous Motion of a Ball from a Single Motion-Blurred Image Giacomo Boracchi, Vincenzo Caglioti and Alessandro Giusti, in Computer Vision and Computer Graphics. Theory and Applications (VISIGRAPP 2008 Revised Selected Papers). Lecture Notes on Communications in Computer and Information Science. (The original publication is available at www.springerlink.com ) 2009, Volume 24, Part 3.6 Pages 225-237. (Preprint), (BibTeX), (Original). Just in time classifiers: managing the slow drift case, Cesare Alippi, Giacomo Boracchi and Manuel Roveri, in Proceedings of , the International Joint Conference on Neural Networks 14 - 19 June, 2009 Atlanta, Georgia, USA, doi:10.1109/IJCNN.2009.5178799 (BibTeX), (Original). Detecting Drops on Lens in Wireless Multimedia Sensor Network Nodes, Cesare Alippi, Giacomo Boracchi and Manuel Roveri, in Proceedings of ROSE 2009 , IEEE International Workshop on RObotic and Sensors Environments 6-7 November 2009, Lecco (ITALY), pp. 128-133 doi:10.1109/ROSE.2009.5355974 (BibTeX), (Slides), (Original). 2008 Multiframe Raw-Data Denoising Based On Block-Matching And 3-D Filtering For Low-Light Imaging And Stabilization, Giacomo Boracchi, Alessandro Foi, Proceedings of LNLA 2008, the International Workshop on Local and Non-Local Approximation in Image Processing, 22 - 24 August, 2008 Lausanne, Switzerland. (Preprint), (BibTeX), (Slides). Deblurring Noisy Radial-Blurred Images: a spatially adaptive filtering approach, Giacomo Boracchi, Alessandro Foi, Vladimir Katkovnik and Karen Egiazarian Proceedings of SPIE Electronic Imaging 2008 , Image Processing: Algorithms and Systems VII, 28 - 29 January, 2008 San Jose, California, USA doi:10.1117/12.769400 (Preprint), (BibTeX), (Original). Estimating Camera Rotation Parameters From a Blurred Image Giacomo Boracchi, Vincenzo Caglioti and Alberto Danese Proceedings of 3^rd International Conference on Computer Vision Theory and Applications, 22 - 25 January, 2008 Funchal, Madeira, Portugal. (Preprint), (BibTeX), (Slides). Single Image 3D Reconstruction of Ball Velocity and Spin from Motion Blur Giacomo Boracchi, Vincenzo Caglioti and Alessandro Giusti Proceedings of VISAPP 2008, 3^rd International Conference on Computer Vision Theory and Applications, 22 - 25 January, 2008 Funchal, Madeira, Portugal. (Preprint), (BibTeX), (Slides). Motion Blur: Analysis and Restoration Giacomo Boracchi PhD Thesis , Dipartimento di Elettronica e Informazione, Politecnico di Milano (Preprint). 2007 Single Image Calibration of Off-Axis Catadioptric Cameras Using Line, Vincenzo Caglioti, Pierluigi Taddei, Giacomo Boracchi, Simone Gasparini and Alessandro Giusti, Proceedings of OMNIVIS 2007, the 7^thWorkshop on Omnidirectional Vision 2007, 20 October, 2007 Rio de Janeiro, Brazil doi:10.1109/ICCV.2007.4409192 (Preprint), (BibTeX), (Original). Ball Position and Motion Reconstruction from Blur in a Single Perspective Image, Giacomo Boracchi, Vincenzo Caglioti and Alessandro Giusti, Proceedings of ICIAP 2007, 14^th International Conference on Image Analysis and Processing, 10 - 14 September 2007, Modena, Italy doi:10.1109/ICIAP.2007.4362762 (Preprint), (BibTeX), (Original). Corner Displacement From Motion Blur, Giacomo Boracchi and Vincenzo Caglioti Proceedings of ICIAP 2007, 14^th International Conference on Image Analysis and Processing, 10 - 14 September 2007, Modena, Italy doi:10.1109/ICIAP.2007.4362841 (Preprint), (BibTeX), (Slides), (Original). Motion Blur Estimation At Corners, Giacomo Boracchi and Vincenzo Caglioti, Proceedings of VISAPP 200, 2^ndInternational Conference on Computer Vision Theory and Applications, 8 - 11 March, 2007 Barcelona, Spain. (Preprint), (BibTeX), (Slides). 2006 Robbery Detection Smart Camera, (:,5) Unit, 9^thJune 2006, Politecnico di Milano. (Slides). Motion Blur Estimation Around Corners, Giacomo Boracchi, Poster BMVA Summer School in Computer Vision 2006, 9 ^th July 2006, Digital Imaging Research Centre, Kingston University, UK. (Poster).
Cryptography Works 2007 A study on the Efficiency of Differential Power Analysis on AES S-Box, Giacomo Boracchi, Technical Report 2007-17, DEI Politecnico di Milano, 15 ^th January 2007 (PDF), (BibTeX).
MSc Related Works -in italian- 2004 MS Thesis: Basi Biortogonali di Ondine e Schema di Lifting in L^2, Giacomo Boracchi, Università Statale degli Studi, Matematica, 5th April 2004 ( PDF), ( Slides) Fondamenti Matematici Codifica in Sottobande, Giacomo Boracchi, Presentation Slide at Politecnico di Milano, May 2004 ( Slides)
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