Published July 1, 2010 | Version v1
Journal article

Field programmable gate array based hardware implementation of a gradient filter for edge detection in colour images with subpixel precision

  • 1. Ilmenau University of Technology, Faculty Mechanical Engineering, Department of Quality Assurance, Gustav-Kirchhoff-Platz 2, 98693 Ilmenau (Germany)

Description

Within the field of industrial image processing the use of colour cameras becomes ever more common. Increasingly the established black and white cameras are replaced by economical single-chip colour cameras with Bayer pattern. The use of the additional colour information is particularly important for recognition or inspection. Become interesting however also for the geometric metrology, if measuring tasks can be solved more robust or more exactly. However only few suitable algorithms are available, in order to detect edges with the necessary precision. All attempts require however additional computation expenditure. On the basis of a new filter for edge detection in colour images with subpixel precision, the implementation on a pre-processing hardware platform is presented. Hardware implemented filters offer the advantage that they can be used easily with existing measuring software, since after the filtering a single channel image is present, which unites the information of all colour channels. Advanced field programmable gate arrays represent an ideal platform for the parallel processing of multiple channels. The effective implementation presupposes however a high programming expenditure. On the example of the colour filter implementation, arising problems are analyzed and the chosen solution method is presented.

Availability note (English)

Available from http://dx.doi.org/10.1088/1742-6596/238/1/012029

Additional details

Publishing Information

Journal Title
Journal of Physics. Conference Series (Online)
Journal Volume
238
Journal Issue
1
Journal Page Range
[8 p.]
ISSN
1742-6596

Conference

Title
13. IMEKO (International Measurement Confederation) TC1-TC7 joint symposium
Dates
1-3 Sep 2010
Place
London (United Kingdom)

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
42046829
Subject category
S97: MATHEMATICAL METHODS AND COMPUTING;
Resource subtype / Literary indicator
Conference
Descriptors DEI
ACCURACY; ALGORITHMS; CALCULATION METHODS; COLOR; COMPUTER CODES; DETECTION; EXPENDITURES; FILTERS; IMAGE PROCESSING; IMAGES; MATHEMATICAL SOLUTIONS; PARALLEL PROCESSING
Descriptors DEC
MATHEMATICAL LOGIC; OPTICAL PROPERTIES; ORGANOLEPTIC PROPERTIES; PHYSICAL PROPERTIES; PROCESSING; PROGRAMMING