A survey on FPGA-based sensor systems: towards intelligent and reconfigurable low-power sensors for computer vision, control and signal processing

GJ García, CA Jara, J Pomares, A Alabdo, LM Poggi… - Sensors, 2014 - mdpi.com
The current trend in the evolution of sensor systems seeks ways to provide more accuracy
and resolution, while at the same time decreasing the size and power consumption. The use …

Field programmable gate array applications—A scientometric review

J Ruiz-Rosero, G Ramirez-Gonzalez, R Khanna - Computation, 2019 - mdpi.com
Field Programmable Gate Array (FPGA) is a general purpose programmable logic device
that can be configured by a customer after manufacturing to perform from a simple logic gate …

Hybrid motion model for multiple object tracking in mobile devices

Y Wu, H Sheng, Y Zhang, S Wang… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
For an intelligent transportation system, multiple object tracking (MOT) is more challenging
from the traditional static surveillance camera to mobile devices of the Internet of Things …

A survey of variational and CNN-based optical flow techniques

Z Tu, W Xie, D Zhang, R Poppe, RC Veltkamp… - Signal Processing …, 2019 - Elsevier
Dense motion estimations obtained from optical flow techniques play a significant role in
many image processing and computer vision tasks. Remarkable progress has been made in …

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 …

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

S Jin, 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 …

Massively parallel Lucas Kanade optical flow for real-time video processing applications

A Plyer, G Le Besnerais, F Champagnat - Journal of Real-Time Image …, 2016 - Springer
This paper deals with dense optical flow estimation from the perspective of the trade-off
between quality of the estimated flow and computational cost which is required by real-world …

A comparison of FPGA and GPU for real-time phase-based optical flow, stereo, and local image features

K Pauwels, M Tomasi, JD Alonso, E Ros… - IEEE Transactions …, 2011 - ieeexplore.ieee.org
Low-level computer vision algorithms have extreme computational requirements. In this
work, we compare two real-time architectures developed using FPGA and GPU devices for …

Lane-change decision aid system based on motion-driven vehicle tracking

JD Alonso, ER Vidal, A Rotter… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
Overtaking and lane changing are very dangerous driving maneuvers due to possible driver
distraction and blind spots. We propose an aid system based on image processing to help …

FPGA based speeded up robust features

J Svab, T Krajnik, J Faigl… - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
We present an implementation of the Speeded Up Robust Features (SURF) on a Field
Programmable Gate Array (FPGA). The SURF algorithm extracts salient points from image …