3 May 2018 Real-time inspection of 3D features using sUAS with low-cost sensor suites
Author Affiliations +
Recently, commercial Small Unmanned Aerial Systems (sUAS) have become very popular for real-time inspection tasks due to their cost-effectiveness at covering large areas quickly. Within these tasks, many objects of interest are best characterized by their 3D geometry. This is particularly true when considering the false alarm rates associated with automated analysis of features with irregular appearance, but well-characterized geometry. However, sUAS and low-cost sensors present challenges for sUAS tasks due to the limitations in payload and sensor quality. We examine the effectiveness of multi-view stereo and commercial LIDAR in the domain of rapid airfield damage assessment.

On-board cameras that can capture high-resolution video and still images are ubiquitous in the commercial sUAS market. Multi-view stereo provides an approach that extracts dense 3D points for a scene, creating an appealing solution that requires no additional hardware for most sUAS. Recent advances in multi-view stereo approach real-time processing rates, and provide excellent stability. Also, commercial LIDAR prices have dropped dramatically in recent years, along with the size, weight, and power (SWaP) of these devices. However, typical applications of airborne LIDAR require a highly tuned motion measurement suite. We examine the processing and performance trade-offs associated with each of these approaches in the context of rapid airfield damage assessment. We examine flight time, minimum object size, processing time, SWaP, and detection and false alarm rates over a test area of approximately 35,000 square meters.
Conference Presentation
© (2018) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Ben Purman, Ben Purman, Chris Kawatsu, Chris Kawatsu, Aaron Zhao, Aaron Zhao, Andy Gillies, Andy Gillies, Mike Jeffers, Mike Jeffers, Paul Sheridan, Paul Sheridan, "Real-time inspection of 3D features using sUAS with low-cost sensor suites", Proc. SPIE 10640, Unmanned Systems Technology XX, 106400M (3 May 2018); doi: 10.1117/12.2304907; https://doi.org/10.1117/12.2304907


Topometric sensors for prototyping and manufacturing
Proceedings of SPIE (August 25 1996)
Real-time stereo for industrial inspection
Proceedings of SPIE (May 02 2004)
Stereo-based registration of ladar and color imagery
Proceedings of SPIE (October 05 1998)
In-process layer surface inspection of SLA products
Proceedings of SPIE (October 08 1998)

Back to Top