Next Generation Machine Vision Research Funding Awarded to Montana State University, Resonon and Impulse Accelerated

Hyperspectral Imaging technology got a boost from the State of Montana when Governor Steve Bullock and Montana Department of Commerce Director Meg O’Leary announced research grant awards. “These state-of-the-art projects will significantly and positively impact Montana’s opportunities for economic growth,” said Bullock. “Through investments in innovative research and commercialization, we’re not only supporting cutting-edge projects and jobs today, but we’re also helping to define what Montana’s economy looks like for years to come.”

The project collaborators include Montana State University, Resonon and Impulse Accelerated Technologies. Hyperspectral imaging refers to the measurement of hundreds colors at a point (pixel) instead of the typical three colors (RGB) that conventional color cameras measure. This means that hyperspectral cameras can generate 100 times the data as conventional color cameras. In applications that need to process large quantities of hyperspectral data in real-time, such as in food sorting, special devices called Field Programmable Gate Arrays (FPGAs) are required to process the immense amount of data being generated.  This is where Impulse Accelerated’s expertise comes into play, since their tools enable FPGAs to be programmed at a high level in the C language.

Resonon’s current systems use a standard PC to process the data from their hyperspectral cameras.  However, the data cables from the camera to the PC and the CPU itself limit the data processing to a fraction of what the hyperspectral cameras are capable of generating.  Currently the system has a spatial resolution of 640 pixels, 240 colors, and can take pictures at a frame rate of 140 frames/sec.  The MSU team demonstrated that an FPGA based system would be capable of a resolution of 2048 pixels, 512 colors, and a frame rate of 340 frames/sec.  The additional resolution would allow the detection of smaller defects, the additional colors would allow finer gradients of color to be classified, and the faster frame rate would allow the sorting to be done much faster.  Rand Swanson, President of Resonon says that systems this capable would be very valuable in industry for a number of sorting and inspection applications.

The MSU academic team working under Dr. Ross Snider is helping to shift the PC software to run as multiple parallel streaming processes in FPGA hardware. Montana State is using tools and techniques provided by Impulse Accelerated Technologies of Bellevue Washington.

Impulse Accelerated creates the tools and also provides engineering assistance to “refactor” the software code into efficient hardware code. Impulse C provides a means of increasing parallelism, essentially doubling the processing throughput with each additional processing pipeline. The team goal is a 10x improvement.

“This technology has surprisingly broad application” explains Brian Durwood of Impulse. “The same algorithmic architecture that visually sorts shells from almonds can also be used to more quickly scan the sea and “sort out” a person overboard as differentiated from the surrounding sea, from an automated camera suspended under a Coast Guard plane.”

For more information readers may visit www.ImpulseAccelerated.com, www.Resonon.com or www.COE.Montana.edu/ee or send inquiries to Email Contact



Read the complete story ...


Review Article Be the first to review this article
Featured Video
Jobs
GIS Coordinator for City of Marysville at Marysville, Ohio
Geospatial Solutions Specialist for University of North Dakota at Grand Forks, North Dakota
GIS Server Administrator (GIS Developer) for Seminole County Government at Sanford, Florida
GIS Analyst II for Foresters Co Op at Grass Valley, California
Construction Project Manager for Gordon Prill, Inc at Sunnyvale, California
Director, Industrial Machinery Solutions- SISW PLM for Siemens AG at Livonia, Michigan
Upcoming Events
InterDrone 2021 --- Cancelled at Hyatt Regency Dallas TX - Aug 10 - 12, 2021
URISA GIS Leadership Academy at 701 Lee St #960 Des Plaines IL - Aug 16 - 20, 2021
8th International Scientific Conference on SOCIAL SCIENCES (ISCSS) 2021 at Congress Centre MARITIM PARADISE BLUE Albena Bulgaria - Aug 21 - 30, 2021



© 2021 Internet Business Systems, Inc.
670 Aberdeen Way, Milpitas, CA 95035
+1 (408) 882-6554 — Contact Us, or visit our other sites:
AECCafe - Architectural Design and Engineering EDACafe - Electronic Design Automation TechJobsCafe - Technical Jobs and Resumes  MCADCafe - Mechanical Design and Engineering ShareCG - Share Computer Graphic (CG) Animation, 3D Art and 3D Models
  Privacy PolicyAdvertise