Title :
Reconfigurable architecture for computing histograms in real-time tailored to FPGA-based smart camera
Author :
Maggiani, Luca ; Salvadori, Claudio ; Petracca, M. ; Pagano, Paolo ; Saletti, R.
Author_Institution :
TeCIP Inst., Scuola Superiore Sant´Anna, Pisa, Italy
Abstract :
The design and development of distributed innovative services leveraging pervasive smart camera network solutions requires the use of reconfigurable low-cost smart cameras. In this respect, FPGA based Smart Cameras enabled to wireless communication that follow the Internet of things paradigm are a promising solution. The paper proposes an optimized design of the histogram extractor algorithm targeted to low-complexity and low-cost FPGA based Smart Cameras. The proposed solution is the basis for a wide range of distributed computer vision applications. We first define a general architecture for the image histogram core, then we evaluate its performance with a real implementation.
Keywords :
Internet of Things; cameras; computer vision; field programmable gate arrays; performance evaluation; reconfigurable architectures; FPGA-based smart camera; Internet of Things paradigm; distributed computer vision applications; histogram extractor algorithm; image histogram core; performance evaluation; pervasive smart camera network solutions; real-time histogram computing; reconfigurable architecture; reconfigurable low-cost smart cameras; wireless communication; Clocks; Computer architecture; Field programmable gate arrays; Histograms; Real-time systems; Smart cameras; Streaming media;
Conference_Titel :
Industrial Electronics (ISIE), 2014 IEEE 23rd International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIE.2014.6864756