Deep convolutional neural networks for efficient vision based tunnel inspection

K Makantasis, E Protopapadakis… - 2015 IEEE …, 2015 - ieeexplore.ieee.org
The inspection, assessment, maintenance and safe operation of the existing civil
infrastructure consists one of the major challenges facing engineers today. Such work …

Grayscale image formats for edge detection and for its FPGA implementation

M Hagara, R Stojanović, T Bagala, P Kubinec… - Microprocessors and …, 2020 - Elsevier
The aim of this paper is analysis of image formats used for FPGA implementation of edge
detection methods. All cameras used in FPGA applications give Raw RGB output video …

High level synthesis using Vivado HLS for Zynq SoC: Image processing case studies

A Cortes, I Velez, A Irizar - … Conference on design of circuits and …, 2016 - ieeexplore.ieee.org
In this paper, image processing algorithms designed in Zynq SoC using the Vivado HLS tool
are presented and compared with hand-coded designs. In Vivado HLS, the designer has the …

[PDF][PDF] Area efficient fpga implementation of sobel edge detector for image processing applications

R Mehra, R Verma - International Journal of Computer Applications, 2012 - Citeseer
In this Paper an efficient method of FPGA based design and implementation of area efficient
Sobel Edge detection filter is presented using a combination of hardware and software …

[PDF][PDF] Sobel edge detection using parallel architecture based on FPGA

V Sanduja, R Patial - International Journal of Applied Information …, 2012 - academia.edu
This paper proposes an FPGA based approach known as Sobel Edge Detection. RGB
image is taken by the computer source and converted into binary image using MATLAB. The …

Comprehensive review and comparative analysis of hardware architectures for Sobel edge detector

S Singh, S Saurav, R Saini, AK Saini… - International …, 2014 - Wiley Online Library
This paper presents a comprehensive review and a comparative study of various
hardware/FPGA implementations of Sobel edge detector and explored different …

Performance study of edge detection operators

A Jose, KDM Dixon, N Joseph… - 2014 International …, 2014 - ieeexplore.ieee.org
Image analysis includes many preprocessing as II as post processing steps and edge
detection is one among the preprocessing steps. The intensity variation in an image is …

An OpenCL-based parallel acceleration of a Sobel edge detection algorithm Using Intel FPGA technology

A Almomany, AM Al-Omari, A Jarrah… - South African …, 2020 - journals.co.za
This paper examines the feasibility of using commercial out-of-the-box reconfigurable field
programmable gate array (FPGA) technology and the open computing language (OpenCL) …

[PDF][PDF] Edge detection in digital image processing

D Ray - University of Washington: Department of …, 2013 - sites.math.washington.edu
In this paper, I discuss the mathematical theorems and algorithms used in image processing.
Digital Image Processing is the use of computer algorithms to perform image processing on …

FPGA implementation of real time video signal processing using Sobel, Robert, Prewitt and Laplacian filters

E Onat - 2017 25th Signal Processing and Communications …, 2017 - ieeexplore.ieee.org
In this paper, hardware implementation of edge detection at real time video signals using
Sobel, Robert, Prewitt and Laplacian filters based on FPGA is explained. Besides, filters are …