TUTCRIS - Tampereen teknillinen yliopisto

TUTCRIS

A design tool for high performance image processing on multicore platforms

Tutkimustuotosvertaisarvioitu

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoProceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018
KustantajaIEEE
Sivut1304-1309
Sivumäärä6
ISBN (elektroninen)9783981926316
DOI - pysyväislinkit
TilaJulkaistu - 19 huhtikuuta 2018
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaDESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE & EXHIBITION -
Kesto: 1 tammikuuta 1900 → …

Conference

ConferenceDESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE & EXHIBITION
Ajanjakso1/01/00 → …

Tiivistelmä

Design and implementation of smart vision systems often involve the mapping of complex image processing algorithms into efficient, real-time implementations on multicore platforms. In this paper, we describe a novel design tool that is developed to address this important challenge. A key component of the tool is a new approach to hierarchical dataflow scheduling that integrates a global scheduler and multiple local schedulers. The local schedulers are lightweight modules that work independently. The global scheduler interacts with the local schedulers to optimize overall memory usage and execution time. The proposed design tool is demonstrated through a case study involving an image stitching application for large scale microscopy images.