Performance comparison of FPGA, GPU and CPU in image processing

S Asano, T Maruyama… - … conference on field …, 2009 - ieeexplore.ieee.org
Many applications in image processing have high inherent parallelism. FPGAs have shown
very high performance in spite of their low operational frequency by fully extracting the …

An efficient earth mover's distance algorithm for robust histogram comparison

H Ling, K Okada - IEEE transactions on pattern analysis and …, 2007 - ieeexplore.ieee.org
We propose EMD-L_ {1}: a fast and exact algorithm for computing the Earth Mover's
Distance (EMD) between a pair of histograms. The efficiency of the new algorithm enables …

FPGA design and implementation of a real-time stereo vision system

S **, J Cho, X Dai Pham, KM Lee… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
Stereo vision is a well-known ranging method because it resembles the basic mechanism of
the human eye. However, the computational complexity and large amount of data access …

Odin ii-an open-source verilog hdl synthesis tool for cad research

P Jamieson, KB Kent, F Gharibian… - 2010 18th IEEE …, 2010 - ieeexplore.ieee.org
In this work, we present Odin II, a framework for Verilog Hardware Description Language
(HDL) synthesis that allows researchers to investigate approaches/improvements to different …

High-quality real-time stereo using adaptive cost aggregation and dynamic programming

L Wang, M Liao, M Gong, R Yang… - … Symposium on 3D Data …, 2006 - ieeexplore.ieee.org
We present a stereo algorithm that achieves high quality results while maintaining real-time
performance. The key idea is simple: we introduce an adaptive aggregation step in a …

Electronic-photonic integrated circuit for 3D microimaging

B Behroozpour, PAM Sandborn… - IEEE Journal of Solid …, 2016 - ieeexplore.ieee.org
An integrated electronic-photonic phase-locked loop (PLL) modulates the frequency of a
tunable laser for use in frequency-modulated continuous-wave (FMCW) lidar 3D imaging …

Computer vision signal processing on graphics processing units

J Fung, S Mann - … Conference on Acoustics, Speech, and Signal …, 2004 - ieeexplore.ieee.org
This paper shows speedups attained by using computer graphics hardware for
implementation of computer vision algorithms by efficiently map** mathematical …

An evaluation of the suitability of FPGAs for embedded vision systems

WJ MacLean - 2005 IEEE Computer Society Conference on …, 2005 - ieeexplore.ieee.org
Reconfigurable hardware, in the form of Field Programmable Gate Arrays (FPGAs), is
becoming increasingly attractive for digital signal processing problems, including image …

From latency-insensitive design to communication-based system-level design

LP Carloni - Proceedings of the IEEE, 2015 - ieeexplore.ieee.org
By the end of the 20th century, the continuous progress of the semiconductor industry
brought a major transformation in the design of integrated circuits: as the speed of global …

Off-road robotics—an overview

K Berns, KD Kuhnert, C Armbrust - KI-Künstliche Intelligenz, 2011 - Springer
This article gives an overview of the current state of research in the field of off-road robotics.
It focuses on techniques used in the areas of perception, environment representation, as …