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The design and the implementation of algorithms on FPGA-based architectures, is a complex task, above all for image processing. Many vision applications (video monitoring, obstacle detection from a vehicle) require real time performance. This paper analyzes only a classical function involved in these applications: pixel characterization by an attribute vector, and pixel classification as belonging...
This paper presents an implementation of starfruit maturity classification algorithm in an embedded real-time system. In order to do classification for the starfruit, the maturity of the starfruit is classified based on new color feature, which is the hue between 2 color component of red and green denoted as C. Field Programmable Gates Array (FPGA) is selected to be the main processor of the system...
In agriculture, industrial visual inspection systems are important for rapid classification during post-harvest handling, where many decisions have to be rapidly made in a fruit-by-fruit basis in terms of type and quality of the produce. Solutions have been proposed to classify many different types of fruits, but these solutions are highly specific to the applied problem so there is no room for knowledge...
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