Franco Docchio

About

Franco Docchio is a prominent researcher at the University of Brescia whose work spans industrial machine vision, human-robot collaboration, and optoelectronics. He has made significant contributions to the integration of 2D and 3D vision systems in robotic environments, pioneering practical solutions for pick-and-place operations through projects like Roboscan and Optoranger, which together have garnered over 50 citations. His more recent work has placed him at the forefront of deep learning-based hand gesture recognition for collaborative robots, leveraging Faster R-CNN architectures and depth-sensing cameras to enable intuitive human-robot interaction — research that has attracted over 80 citations across multiple publications. Docchio has also advanced safety systems for robotic cells using Time-of-Flight cameras and sophisticated point cloud analysis, as well as smart vision solutions for in-line laser welding monitoring. Beyond laboratory research, he has demonstrated a commitment to translating academic innovation into industry impact, notably through fostering university-industry synergies in photonics and optoelectronics in the Brescia region. His career reflects a compelling blend of foundational optical measurement expertise and cutting-edge applied AI, making him a well-rounded and influential figure in industrial automation research.

Research Focus

Key Achievements

Top Papers

1. 1
   Deep learning-based hand gesture recognition for collaborative robots

   53 citations · 2019
2. 2
   Deep Learning Based Machine Vision: First Steps Towards a Hand Gesture Recognition Set Up for Collaborative Robots

   29 citations · 2018
3. 3
   Roboscan: a combined 2D and 3D vision system for improved speed and flexibility in pick-and-place operation

   28 citations · 2013
4. 4
   Optoranger: A 3D pattern matching method for bin picking applications

   25 citations · 2013
5. 5
   Development and Characterization of a Safety System for Robotic Cells Based on Multiple Time of Flight (TOF) Cameras and Point Cloud Analysis

   13 citations · 2018
6. 6
   Hand Gesture Recognition for Collaborative Workstations: A Smart Command System Prototype

   9 citations · 2019
7. 7
   Combination of 2D and 3D vision systems into robotic cells for improved flexibility and performance

   8 citations · 2011
8. 8
   In-Line Monitoring of Laser Welding Using a Smart Vision System

   6 citations · 2018
9. 9
   Interferometric Distance Sensors

   3 citations · 2005
10. 10
    University-Industry Synergies in Photonics and Optoelectronics: the Case of Brescia

    2 citations · 2007

Key Collaborators

Contact & Links