A real-time hardware implementation of the Hough transform

被引:5
|
作者
Cucchiara, R
Neri, G
Piccardi, M
机构
[1] Univ Ferrara, Dipartimento Ingn, I-44100 Ferrara, Italy
[2] Univ Bologna, Dipartimento Elettr Informat & Sistemist, Bologna, Italy
关键词
Hough transform; real-time; field programmable gate array; pipelined architecture;
D O I
10.1016/S1383-7621(97)00071-4
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The paper presents a hardware implementation of algorithms based on the Hough transform (HT) for real-time straight line detection. In particular, the basic HT on the edge points (EHT) and the Gradient-Weighted Hough transform (GWHT) for gray-level images are analyzed in detail and implemented on a pipelined architecture using Field Programmable Gate Arrays (FPGA). Algorithms execution times are compared with other hardware and software based systems in order to assess the efficiency of the presented approach. The paper shows how the achievable performance can meet the real-time requirements of an industrial inspection application. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:31 / 45
页数:15
相关论文
共 50 条
  • [1] A REAL-TIME PROCESSOR FOR THE HOUGH TRANSFORM
    HANAHARA, K
    MARUYAMA, T
    UCHIYAMA, T
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1988, 10 (01) : 121 - 125
  • [2] A REAL-TIME HOUGH TRANSFORM PROCESSOR
    HANAHARA, K
    MARUYAMA, T
    UCHIYAMA, T
    FUJITSU SCIENTIFIC & TECHNICAL JOURNAL, 1988, 24 (01): : 35 - 46
  • [3] High speed FPGA implementation of Hough transform for real-time applications
    Voudouris, Liberis
    Nikolaidis, Spiridon
    Rjoub, Abdoul
    2012 IEEE 15TH INTERNATIONAL SYMPOSIUM ON DESIGN AND DIAGNOSTICS OF ELECTRONIC CIRCUITS & SYSTEMS (DDECS), 2012, : 213 - 218
  • [4] A distributed arithmetic hardware architecture for real-time Hough-transform-based segmentation
    Mayasandra, K
    Salehi, S
    Wang, W
    Ladak, HM
    CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE, 2005, 30 (04): : 201 - 205
  • [5] Real-time FPGA implementation of hough transform using gradient and CORDIC algorithm
    Karabernou, SM
    Terranti, F
    IMAGE AND VISION COMPUTING, 2005, 23 (11) : 1009 - 1017
  • [6] Improved Hardware Hough Transform implementation
    Kowalski, Pawel
    Smyk, Robert
    PRZEGLAD ELEKTROTECHNICZNY, 2023, 99 (03): : 205 - 208
  • [7] A new framework for real-time Hough transform
    Shapiro, V
    REAL-TIME IMAGING VIII, 2004, 5297 : 45 - 54
  • [8] Real-time computation of the generalized hough transform
    Maruyama, T
    FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS, PROCEEDINGS, 2004, 3203 : 980 - 985
  • [9] Benchmarking Hough transform architectures for real-time
    Albanesi, MG
    Ferretti, M
    Rizzo, D
    REAL-TIME IMAGING, 2000, 6 (02) : 155 - 172
  • [10] REAL-TIME IMPLEMENTATIONS OF HOUGH TRANSFORM ON SIMD ARCHITECTURE
    He, Yifan
    Zivkovic, Zoran
    Kleihorst, Richard
    Danilin, Alexander
    Corporaal, Henk
    2008 SECOND ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS, 2008, : 382 - +