Realization of preprocessing blocks of CNN based CASA system on FPGA

Basit Öğe Kaydı
dc.authorid0000-0003-1282-0340
dc.authorid0000-0003-3988-0941
dc.authorid0000-0003-3377-2560
dc.authorid0000-0001-8590-1518
dc.contributor.authorŞavkay, Osman Leventen_US
dc.contributor.authorYıldız, Nerhunen_US
dc.contributor.authorCesur, Evrenen_US
dc.contributor.authorYalçın Müştak, Erhanen_US
dc.contributor.authorTavşanoğlu, Ahmet Vedaten_US
dc.date.accessioned2019-08-31T12:10:23Z
dc.date.accessioned2019-08-05T16:04:56Z
dc.date.available2019-08-31T12:10:23Z
dc.date.available2019-08-05T16:04:56Z
dc.date.issued2013
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Electrical-Electronics Engineeringen_US
dc.description.abstractIn this paper, hardware optimization of the preprocessing part of a computer aided semen analysis (CASA) system is proposed, which is also implemented on an FPGA device as a working prototype. A real-time cellular neural network (CNN) emulator (RTCNNP-v2) is used for the realization of the image processing algorithms, whose regular, flexible and reconfigurable infrastructure simplifies the prototyping process. For future work, the post-processing part of the CASA system is proposed to be implemented on the same FPGA device as software, using either a soft or hard processor core. By the integration of the pre- and post-processing parts, the designed CASA system will be capable of processing full-HD 1080p@60 (1080×1920) video images in real-time.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationŞavkay, O. L., Yıldız, N., Cesur, E., Yalçın, M. E. & Tavşanoğlu, A. V. (2013). Realization of preprocessing blocks of CNN based CASA system on FPGA. Paper presented at the 2013 European Conference on Circuit Theory and Design, ECCTD 2013 - Proceedings, 1-4. doi:10.1109/ECCTD.2013.6662238en_US
dc.identifier.doi10.1109/ECCTD.2013.6662238
dc.identifier.endpage4
dc.identifier.isbn9783000437854
dc.identifier.scopus2-s2.0-84892634613
dc.identifier.scopusqualityN/A
dc.identifier.startpage1
dc.identifier.urihttps://hdl.handle.net/11729/1906
dc.identifier.urihttp://dc.doi.org/10.1109/ECCTD.2013.6662238
dc.indekslendigikaynakScopusen_US
dc.institutionauthorTavşanoğlu, Ahmet Vedaten_US
dc.institutionauthorid0000-0001-8590-1518
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.relation.ispartof2013 European Conference on Circuit Theory and Design, ECCTD 2013 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectComputer aideden_US
dc.subjectFPGA devicesen_US
dc.subjectHardware optimizationen_US
dc.subjectImage processing algorithmen_US
dc.subjectPost processingen_US
dc.subjectProcessor coresen_US
dc.subjectPrototyping processen_US
dc.subjectReconfigurable infrastructuresen_US
dc.subjectCellular neural networksen_US
dc.subjectComputer aided analysisen_US
dc.subjectImage processingen_US
dc.subjectVideo signal processingen_US
dc.subjectCircuit theoryen_US
dc.titleRealization of preprocessing blocks of CNN based CASA system on FPGAen_US
dc.typeConference Objecten_US
dspace.entity.typePublication

Dosyalar

Orijinal paket
Listeleniyor 1 - 1 / 1
Küçük Resim Yok
İsim:
1906.pdf
Boyut:
2.11 MB
Biçim:
Adobe Portable Document Format
Açıklama:
Publisher's Version
İndir

Koleksiyon

Bildiri Koleksiyonu | Elektrik-Elektronik Mühendisliği Bölümü
Scopus İndeksli Yayınlar Koleksiyonu

We collect and process your personal information for the following purposes: Authentication, Preferences, Acknowledgement and Statistics.
To learn more, please read our privacy policy.

Customize