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Efficient FPGA architecture for oriented 1-D opening and pattern spectrum

Jan Bartovsky 1 Eva Dokladalova 1 Petr Dokládal 2 Mohamed Akil 1
1 ligm - Laboratoire d'Informatique Gaspard-Monge
2 CMM - Centre de Morphologie Mathématique
Abstract : This paper deals with a dedicated hardware architecture for 1-D morphological opening and pattern spectrum. These operators allow extraction and measurement of 1-D features in images that is a commonly used technique in image analysis and texture classification. The architecture is based on a recently proposed opening algorithm and makes it possible to obtain arbitrary-oriented opening and granulometry at the same time. Respecting a sequential data access, several instances with different orientation can run in parallel on a single input dataflow, increasing thus the performance (experimentally 414 Mpx/s per opening). It opens applicability of traditionally costly operators in embedded, industrial applications.
Keywords : granulometry hardware implementation mathematical morphology opening pattern spectrum
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Conference papers
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https://hal-upec-upem.archives-ouvertes.fr/hal-01289109
Contributor : Eva Dokladalova <>
Submitted on : Wednesday, March 16, 2016 - 10:39:34 AM
Last modification on : Thursday, September 24, 2020 - 4:38:04 PM

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UPEC-UPEM | CNRS | INSTITUT-TELECOM | ENSMP_CMM | ENSMP | LIGM_A3SI | LIGM | PARISTECH | ENPC | ESIEE-PARIS | PSL

Citation

Jan Bartovsky, Eva Dokladalova, Petr Dokládal, Mohamed Akil. Efficient FPGA architecture for oriented 1-D opening and pattern spectrum. Image Processing (ICIP), 2012 19th IEEE International Conference on, Sep 2012, Orlando, FL, United States. ⟨10.1109/ICIP.2012.6467203⟩. ⟨hal-01289109⟩

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