Survey on hardware implementations of visual object trackers

AHA El‐Shafie, SED Habib - IET Image Processing, 2019 - Wiley Online Library
Visual object tracking is an active topic in the computer vision domain with applications
extending over numerous fields. The main sub‐tasks required to build an object tracker (eg …

[PDF][PDF] Visual object target tracking using particle filter: a survey

GM Rao, C Satyanarayana - … Journal of Image, Graphics and Signal …, 2013 - mecs-press.org
This paper gives the survey of the existing developments of Visual object target tracking
using particle filter from the last decade and discusses the advantage and disadvantages of …

A directional-edge-based real-time object tracking system employing multiple candidate-location generation

P Zhao, H Zhu, H Li, T Shibata - IEEE Transactions on Circuits …, 2012 - ieeexplore.ieee.org
We present a directional-edge-based object tracking system based on a field-programmable
gate array (FPGA) that can process 640× 480 resolution video sequences and provide the …

Efficient multi-feature PSO for fast gray level object-tracking

AMA Tawab, MB Abdelhalim, SED Habib - Applied Soft Computing, 2014 - Elsevier
Robust and real-time moving object tracking is a tricky job in computer vision systems. The
development of an efficient yet robust object tracker faces several obstacles, namely …

Accelerating particle filter on FPGA

BG Sileshi, J Oliver, C Ferrer - 2016 IEEE Computer Society …, 2016 - ieeexplore.ieee.org
Particle filters (PFs) are Bayesian based estimation algorithms with attractive theoretical
properties for addressingwide range of complex applications that are nonlinear and …

Reliability properties assessment at system level: A co-design framework

C Bolchini, L Pomante, F Salice… - … Seventh International On …, 2001 - ieeexplore.ieee.org
The reliability co-design project aims at integrating in a standard hw/sw co-design flow the
elements for achieving a final system able to detect the occurrence of a fault during its …

Direction‐based modified particle filter for vehicle tracking

ME Yildirim, IF Ince, YB Salman, JK Song, JS Park… - Etri …, 2016 - Wiley Online Library
This research proposes a modified particle filter to increase the accuracy of vehicle tracking
in a noisy and occluded medium. In our proposed method for vehicle tracking, the direction …

[PDF][PDF] Real Time Implementation of Object Tracking Through webcam

S Cherian, C Singh - … Journal of Research in Engineering and …, 2014 - academia.edu
Real time object detection and tracking is an important task in various computer vision
applications. For robust object tracking the factors like object shape variation, partial and full …

Improved distributed particle filter architecture with novel resampling algorithm for signal tracking

Z Talebi, S Timarchi - International Journal of Engineering, 2020 - ije.ir
Resampling is a critical step in Particle Filter (PF) because of particle degeneracy and
impoverishment problems. Independent Metropolis Hasting (IMH) resampling algorithm is a …

Towards 6D MCL for LiDARs in 3D TSDF Maps on Embedded Systems with GPUs

M Eisoldt, A Mock, M Porrmann… - 2023 Seventh IEEE …, 2023 - ieeexplore.ieee.org
Monte Carlo Localization is a widely used approach in the field of mobile robotics. While this
problem has been well studied in the 2D case, global localization in 3D maps with six …