Tutorials and Talks
Slides of conference presentations can be found here

QuanTrees: Histograms for Monitoring Multivariate Data Streams.
Giacomo Boracchi Invited talk at Ulsan National Institute of Science and Technology;
June 28th, 2024, Ulsan, South Korea
(slides); (Abstract)

Tutorial on: "Change Detection fundamentals and applications to learning in nonstationary environments".
Giacomo Boracchi Invited talk at Ulsan National Institute of Science and Technology;
June 27th, 2024, Ulsan, South Korea
(slides); (Abstract)

Summer School on Image Analysis and Computer Vision
Giacomo Boracchi UEM, Maputo, Mozambique;
February 12 - 16th, 2024
Lecture 1: Introduction to Digital Images and Basics of Image Processing
Lecture 2: Linear and Nonlinear Filters, Lines and Segments
Lecture 3 and 4: Image Classification and Neural Networks
Lecture 5: Convolutional Neural Networks
Colab Folder

QuanTrees: Histograms for Monitoring Multivariate Data Streams.
Giacomo Boracchi Invited at University of Waikato;
February 9th, 2023, Hamilton, New Zealand
(slides); (Abstract)

Computer Vision: Deep Learning Power and Geometry Wisdom.
Giacomo Boracchi, Luca Magri, Federica Arrigoni AI Seminar 2022;
December 6th, 2022, Milano
(slides);

Tutorial: Change and Anomaly Detection in Images, Signals and Datastreams.
Giacomo Boracchi and Diego Carrera Tutorial at IEEE ICPR 2021;
January 10, 2021, Milano
(Tutorial Website);

Tutorial: Anomaly Detection in Images
Giacomo Boracchi and Diego Carrera Tutorial at IEEE ICIP 2020;
October 25th 2020, Abu Dhabi
(Tutorial Website);

Neural Networks For Visual Recognition
Giacomo Boracchi Talk at Redder Level-up event;
October 22nd 2019, Venezia
(slides);

Tutorial: Anomaly Detection in Images
Giacomo Boracchi and Diego Carrera Tutorial at ICIAP 2019;
September 9th 2019, Trento
(Tutorial Website);

Change Detection in High Dimensional Data Streams
Giacomo Boracchi Talk at Auckland University of Technology and at Waikato University;
April 1st - 2nd, 2019
(Slides);

Tutorial: Change and Anomaly Detection in Signal, Images, and General Data Streams
Giacomo Boracchi Tutorial at IEEE ICASSP 2018;
April 16th, 2018
(Website and Slides);

Image Analysis Research Activities
Giacomo Boracchi Presentation to Huawei, Politecnico di Milano ;
March 21st, 2018
(Slides);

Sparse Representation for Online Monitoring
Giacomo Boracchi Talk at AST Day, Politecnico di Milano ;
February 22nd, 2018
(Slides);

Tutorial: Change and Anomaly Detection in Data Streams
Giacomo Boracchi Tutorial at International Joint Conference on Neural Networks, IJCNN 2017;
May 14rd - 19th, 2017, Anchorage, Alaska, USA
(Tutorial Website); (Slides);

Tutorial: Change Detection in Data Streams: Big Data Challenges
Giacomo Boracchi Tutorial at INNS Conference on Big Data;
October 23rd - 25th, 2016, Thessaloniki, Greece
(Abstract); (Slides);

Change Detection in Multivariate Data: Likelihood and Detectability Loss
Giacomo Boracchi Talk at IBM TJ Watson July 8th, 2016, IBM TJ Watson NY
(Abstract); (Slides);

Tutorial: Learning in Nonstationary Environments: Perspective and Applications
Giacomo Boracchi and Gregory Ditzer Tutorial at SSCI 2015,  Symposium Series in Computational Intelligence;
December 8th, 2015, Cape Town, South Africa
(Abstract); (Slides, Part 1, myself ); (Slides, Part 2, Gregory Ditzler );

Tutorial: Learning Under Concept Drift: Methodologies and Applications
Giacomo Boracchi, Tutorial at EANN 2015, 16th International Conference on Engineering Applications of Neural Networks;
September 26th, 2015
(Abstract); (Slides);

Learning Under Concept Drift: Methodologies and Applications
Giacomo Boracchi, Talk at Universitè Libre de Bruxelles
September 16th, 2015
(Abstract); (Slides);

Anomaly Detection with Sparse Representations
Giacomo Boracchi, IDSIA, Lugano, Switzerland 
December 11th, 2014
(Abstract); (Slides);

Change and Anomaly Detection by Means of Sparse Representations
Giacomo Boracchi, Tampere University of Technology, Finland 
September 2nd, 2014
(Abstract); (Slides);

Estimating Time-Instant in a Subtle Leakage: The Ensemble of Change-Point Methods
Giacomo Boracchi, VI iSense Meeting, Lecco, Italy 
October, 2nd 2013

Foveated self-similarity in nonlocal image filtering
Giacomo Boracchi, Università della Svizzera Italiana, Lugano, Switzerland 
September, 24th 2013
(Abstract); (Slides);

A Brief Overview on Change Point Methods
Giacomo Boracchi, Tampere University of Technology, Tampere, Finland 
April 22th, 2013
(Abstract); (Slides);

A fault diagnosis framework for hybrid systems: the Just-in-time approach
Giacomo Boracchi, ST Microelectronics, Agrate, Italy 
October 1st, 2012

Distributed Change-Detection Test in Wireless Sensor Networks
Giacomo Boracchi, Tampere University of Technology, Tampere, Finland 
July 24th, 2012
(Abstract);

A Concept-based Approach to Fault Detection and Identification
Giacomo Boracchi, IV iSense Meeting, Birmingham, UK 
May 24th - 25th, 2012

Modeling the Performance of Image Restoration from Motion Blur
Giacomo Boracchi, Tampere University of Technology, Tampere, Finland 
June 20th, 2011
(Abstract);

A Distributed Change Detection Test for a Class of Dynamic Systems
Giacomo Boracchi, III iSense Meeting, Lecco, Italy 
September 28th, 2011

Change Detection Tests Using the ICI Rule
Giacomo Boracchi, Tampere University of Technology, Tampere, Finland 
August 31st, 2010
(Abstract); (Slides);

Image processing case study for Cuda : LPA-ICI Denoising
Giacomo Boracchi, Joint Research Center, Ispra, Italy  
October 27th, 2009
(Slides);

Camera-shake image deblurring: modeling and analysis of the restoration performance
Giacomo Boracchi ,Tampere University of Technology, Tampere, Finland 
February 20th, 2009
(Abstract);

Multiframe Raw-Data Denoising Based On Block-Matching And 3-D Filtering For Low-Light Imaging And Stabilization,
Giacomo Boracchi, DEI Politecnico di Milano, 
September 18th, 2008
(Slides);

Motion Blur: Analysis and Restoration.
Giacomo Boracchi , DEI Politecnico di Milano, 
May 15th, 2008
(Poster);

A study on the Efficiency of Differential Power Analysis on AES S-Box, 
Giacomo Boracchi,
Technical Report 2007-17, DEI Politecnico di Milano, 
15th January 2007
(Slides);

Robbery Detection Smart Camera, (:,5) Unit,
Presentation Slide 
June 9th, 2006
(Slides)