OCRAIM @ ICRA 2026
Bridging Innovation and Reality: Multi-modal Robotic Solutions for Asset Inspection in Challenging Environments
This workshop aims to join robotic research advancements with industry-driven demands, bridging the gap between challenges in the real-world inspection and asset management applications and cutting-edge research in multi-modal robotic technologies that can address them. During ICRA 2025, we held a successful first workshop on “Open Challenges in Robotics for Asset Inspection and Management”. Our first workshop discussed the state of the art in robotic asset inspection, management and maintenance, and the transition from theoretical research into industrial application.
This proposed workshop is the second instalment under the same theme, as real-world deployment of robotic systems in the industry still faces multitudes of challenges. We are building upon the discoveries from our previous workshop, and focus on further discussing how various robots of different modalities can address challenges in complex and difficult environments. We have invited world-renowned speakers from academia and industry to highlight both application-driven real-world problems and state-of-the-art research advancements to address these challenges. As the outcome of this workshop, we will identify open challenges in real-world deployment, provide a roadmap for future innovation and research directions in robotics, and foster collaborations between research and industry.
Important Dates:
- Paper Submission Deadline: TBD
- Notification to Authors: TBD
- Camera-Ready Deadline: TBD
- Workshop Date: 2026, Vienna, Austria.
Submissions will be accepted through CMT.
Invited Speakers:












Proposed Schedule:
| Time | Topic | Speaker | Affiliation |
| 09:00 – 09:10 | Welcome and Introduction | Ian Manchester | University of Sydney |
| 09:10 – 09:30 | Indoor and outdoor inspection of industrial infrastructure by fully autonomous flying robots (UAVs) | Martin Saska | Czech Technical University in Prague |
| 09:30 – 09:50 | Perception for aerial inspection | Margarita Chli | ETH Zurich/University of Cyprus |
| 09:50 – 10:10 | Diving into the forest with robotic systems | Chao Xu | Zhejiang University |
| 10:10 – 10:30 | Mapping the Condition of Critical Pipeline Infrastructure with NDT Robotic Crawlers | Jaime Valls Miro | Ikerbasque |
| 10:30 – 10:45 | Contributed papers lightning talks – morning session | ||
| 10:45 – 11:00 | Coffee Break and Poster/Demo Session | ||
| 11:00 – 11:20 | From Construction Sites to Underwater Structures: Multi-Sensor Approaches for Structural Inspections | Ayoung Kim | Seoul National University |
| 11:20 – 11:40 | Underwater Perception for Offshore Inspection | Junfeng Wu | Chinese University of Hong Kong |
| 11:40 – 12:00 | TBC | Maani Ghaffari | University of Michigan |
| 12:00 – 12:20 | Towards ship scanning in a day: robotics for above water, undersea and interior survey of marine assets | Stefan Williams | University of Sydney |
| 12:20 – 13:15 | Lunch | ||
| 13:15 – 13:35 | Robot and Sensing in NDT | TBC | Nexxis |
| 13:35 – 13:55 | Inspection with Legged Robot | TBC | ANYbotics |
| 13:55 – 14:15 | From research to product: Asset management using handheld scanners | David Wisth | NavLive |
| 14:15 – 14:35 | Aerial imaging and Inspection | Suchet Bargoti | Skydio |
| 14:35 – 15:50 | Contributed papers lightning talks – afternoon session | ||
| 15:50 – 16:10 | Coffee Break and Poster/Demo Session | ||
| 16:10 – 16:50 | Panel discussion | ||
| 16:50 – 17:00 | Closing remarks | ||
Intended Call for Papers:
We will invite submissions related to asset maintenance, inspection and monitoring on the topics of:
- Robotic Platforms
- Multimodal and novel sensing
- Intelligent path planning and navigation
- Data collection techniques
- AI-driven predictive maintenance
- Human-robot collaboration
- Edge computing and low-latency AI models
- Autonomous Multi-Robot Systems
- Robotics for Confined Space and Hazardous Environments
- Cybersecurity and Data Integrity
- Integration of robotic inspection data into digital twins
- Enhanced Data Representation and Visualization
- High-quality datasets and benchmarks
Organisers:




Program Committee:
Workshop Contact:
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