Researcher

Andrea Prati

Andrea Prati is a computer-vision researcher whose work spans video surveillance, machine learning and generative models. He earned degrees in computer engineering and information engineering in 1998 and 2002, worked on camera-based traffic-incident systems at UC San Diego, and coauthored a 2003 method for separating moving objects, shadows and ghosts. His faculty career took him from Reggio Emilia through Venice to Parma, and he received the 2014 IAPR Fellowship for video-surveillance algorithms. As of October 2026, he is a full professor and vice rector at Parma, coordinates an AI research lab and is responsible for the PhytoPRISM project.

Works
226
Citations
6,959
h-index
37

Publication numbers from OpenAlex, as of 18 October 2026.

Timeline

  1. 1998–2002

    Engineering studies and ATON

    He earns a degree in computer engineering in 1998 and a PhD in information engineering in 2002. During his final doctoral year at UC San Diego, he joins ATON, a camera-and-sensor project for detecting, monitoring and recovering from traffic incidents.

  2. 2003

    Moving objects, ghosts and shadows

    He coauthors “Detecting moving objects, ghosts, and shadows in video streams” with Rita Cucchiara, Costantino Grana and Massimo Piccardi in 2003. Their method uses object-level knowledge and color information to improve background subtraction and shadow detection.

  3. 2005–2011

    The FREE SURF project

    He serves as an assistant professor at the University of Modena and Reggio Emilia from 2005 to 2011. From 2007 to 2008, he contributes to FREE SURF, a project on privacy-respecting video surveillance using fixed, mobile and hybrid cameras.

  4. 2011–2015

    Associate professor in Venice

    He serves as an associate professor at IUAV University of Venice from November 2011 to November 2015.

  5. 2014

    An IAPR Fellowship

    He receives the IAPR Fellowship in 2014 for contributions to low- and high-level algorithms for video surveillance.

  6. 2015–2019

    Full professor at Parma

    He moves to the University of Parma as an associate professor in 2015 and becomes a full professor there in 2019.

  7. 2022

    LEGO.AI and few-shot learning

    He contributes to LEGO.AI in 2022, a PRIN project to build artificial intelligence systems that learn from few examples and adapt to new contexts. Its aims include zero- and few-shot learning and domain adaptation.

  8. As of October 2026

    Vice rector and PhytoPRISM

    As of October 2026, he is a full professor at Parma and vice rector for information systems, innovation and the PNRR. He coordinates the university's IMP Lab, where research includes generative models for images. He is responsible for PhytoPRISM, a European Commission-funded project with a four-year term and a €6 million budget that starts in 2026.

Career

  1. Since 2015University of ParmaAssociate Professor, Full Professor
  2. 2012–2015Università Iuav di Venezia
  3. 2011–2015IUAV University of VeniceAssociate Professor
  4. 2005–2011University of Modena and Reggio EmiliaAssistant Professor

Education

  1. 2002University of California, San DiegoPhD

Most-cited works

  1. Detecting moving objects, ghosts, and shadows in video streams2003 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,423 citationsWith Rita Cucchiara
  2. Detecting moving shadows: algorithms and evaluation2003 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 760 citationsWith Mohan Manubhai Trivedi and Rita Cucchiara
  3. Improving shadow suppression in moving object detection with HSV color information2002 · IEEE Intelligent Transportation Systems Conference (ITSC) · 437 citationsWith Rita Cucchiara
  4. A multi‐camera vision system for fall detection and alarm generation2007 · Expert Systems · 189 citationsWith Rita Cucchiara
  5. Probabilistic Posture Classification for Human-Behavior Analysis2004 · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 188 citationsWith Rita Cucchiara

Sources and credits

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  1. Andrea Prati | University of Parma - People and Organization personale.unipr.it. Checked 18 October 2026.
  2. Detecting moving objects, ghosts, and shadows in video streams | UNIMORE UNIFIND unimore.unifind.cineca.it. Checked 18 October 2026.
  3. FREE SURF | AImageLab Projects aimagelab-legacy.ing.unimore.it. Checked 18 October 2026.
  4. IAPR Fellows old.iapr.org. Checked 18 October 2026.
  5. Image processing, Mobile vision and Pattern recognition lab (IMP Lab) disti.unipr.it. Checked 18 October 2026.
  6. Andrea Prati | Università degli studi di Parma - Persone e Strutture personale.unipr.it. Checked 18 October 2026.