DESIGN AND IMPLEMENTATION OF A MULTI-MODE HARRIS CORNER DETECTOR ARCHITECTURE

被引:0
|
作者
Li, Jingui [1 ]
Viitanen, Timo [1 ]
Li, Lin [2 ]
Takala, Jarmo [1 ]
Bhattacharyya, Shuvra S. [1 ,2 ]
机构
[1] Tampere Univ Technol, Tampere, Finland
[2] Univ Maryland, College Pk, MD 20742 USA
关键词
Computer vision; corner detection; dataflow; FPGA; model-based design; DATA-FLOW;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we present a configurable architecture for corner detection in images based on the well-known Harris corner detection algorithm, and we demonstrate a field programmable gate array (FPGA) implementation of the proposed architecture. Our architecture is designed to be configurable across diverse operational trade-offs, which makes it useful for integration into a wide variety of application scenarios. We apply lightweight dataflow methods for design and implementation of our configurable architecture, and for experimentation with alternative combinations of transformations for design optimization across throughput, latency, and FPGA resource requirements. By using different levels of resource-sharing - in particular resource sharing within and across individual dataflow graph modules - we are able to systematically arrive at a set of efficient architectural configurations using a unified, model-based methodology.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Highly Parallel Implementation of Harris Corner Detector on CSX SIMD Architecture
    Hosseini, Fouzhan
    Fijany, Amir
    Fontaine, Jean-Guy
    [J]. EURO-PAR 2010 PARALLEL PROCESSING WORKSHOPS, 2011, 6586 : 137 - 144
  • [2] An Analysis and Implementation of the Harris Corner Detector
    Sanchez, Javier
    Monzon, Nelson
    Salgado, Agustin
    [J]. IMAGE PROCESSING ON LINE, 2018, 8 : 305 - 328
  • [3] Threshold-Guided Design and Optimization for Harris Corner Detector Architecture
    Jasani, Bhavan A.
    Lam, Siew-Kei
    Meher, Pramod Kumar
    Wu, Meiqing
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 28 (12) : 3516 - 3526
  • [4] A Multi-mode Sphere Detector Architecture for WLAN Applications
    Shariat-Yazdi, Ramin
    Kwasniewski, Tad
    [J]. IEEE INTERNATIONAL SOC CONFERENCE, PROCEEDINGS, 2008, : 155 - 158
  • [5] An efficient FPGA implementation of the Harris Corner feature detector
    Chao, Tak Lon
    Wong, Kin Hong
    [J]. 2015 14TH IAPR INTERNATIONAL CONFERENCE ON MACHINE VISION APPLICATIONS (MVA), 2015, : 89 - 93
  • [6] VLSI Implementation of a Multi-Mode Turbo/LDPC Decoder Architecture
    Condo, Carlo
    Martina, Maurizio
    Masera, Guido
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2013, 60 (06) : 1441 - 1454
  • [7] Detecting Multi-Mode MIMO Signals: Algorithm and Architecture Design
    Liu, Liang
    Nilsson, Peter
    [J]. 2011 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2011, : 689 - 692
  • [8] Useful Clock Skew Optimization under A Multi-corner Multi-mode Design Framework
    Shen, Weixiang
    Cai, Yici
    Chen, Wei
    Lu, Yongqiang
    Zhou, Qiang
    Hu, Jiang
    [J]. PROCEEDINGS OF THE ELEVENTH INTERNATIONAL SYMPOSIUM ON QUALITY ELECTRONIC DESIGN (ISQED 2010), 2010, : 62 - 68
  • [9] Formula for Harris corner detector
    Ryu, J. -B.
    Lee, C. -G.
    Park, H. -H.
    [J]. ELECTRONICS LETTERS, 2011, 47 (03) : 180 - 181
  • [10] A Harris Corner Detector Implementation in SoC-FPGA for Visual SLAM
    Schulz, Victor Hugo
    Bombardelli, Felipe Gustavo
    Todt, Eduardo
    [J]. ROBOTICS, 2016, 619 : 57 - 71