Study on a rapid real-time feature extraction algorithm

被引:0
|
作者
Xu, Bin [1 ]
Li, Xiangna [1 ]
Xue, Weining [1 ]
机构
[1] North China Inst Sci & Technol, Dept Mech Elect Engn, Beijing 101601, Peoples R China
关键词
color feature; feature extracting; monocular vision; object tracking;
D O I
10.4028/www.scientific.net/AMR.709.575
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A fast feature extraction algorithm is presented in this paper based on the color and point feature, With the aim of required feature points, the location of the object includes object region detection and feature point location. The area of object detection is used to look for the centre of gravity point from the scaling image. The feature point location is based on the object region detection, cuts a picture from the image, and extracts speeded up robust feature (SURF) points of the target within the cut picture. The target position is calculated according to the value of the feature points, it provides a basis for object tracking. The experimental results verify the effectiveness of the proposed method.
引用
收藏
页码:575 / 578
页数:4
相关论文
共 50 条
  • [31] A Streaming Hardware Architecture for Real-Time SIFT Feature Extraction
    Li Sanchez, Hector A.
    George, Alan D.
    [J]. 2021 INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE TECHNOLOGY (ICFPT), 2021, : 115 - 123
  • [32] Feature Extraction Methods for Real-Time Face Detection and Classification
    David Masip
    Marco Bressan
    Jordi Vitrià
    [J]. EURASIP Journal on Advances in Signal Processing, 2005
  • [33] A new real-time lip contour extraction algorithm
    Wang, SL
    Lau, WH
    Leung, SH
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING SIGNAL, PROCESSING EDUCATION, 2003, : 217 - 220
  • [34] Study on feature extraction technology of real-time video acquisition based on deep CNN
    Yang, Senlin
    Chong, Xin
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (25) : 33937 - 33950
  • [35] Study on feature extraction technology of real-time video acquisition based on deep CNN
    Senlin Yang
    Xin Chong
    [J]. Multimedia Tools and Applications, 2021, 80 : 33937 - 33950
  • [36] A Real-Time ECG Feature Extraction Algorithm for Detecting Meditation Levels within a General Measurement Setup
    Alawieh, Hussein
    Dawy, Zaher
    Yaacoub, Elias
    Abbas, Nabil
    El-Imad, Jamil
    [J]. 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, : 99 - 103
  • [37] GPU Parallel Implementation for Real-Time Feature Extraction of Hyperspectral Images
    Li, Chunchao
    Peng, Yuanxi
    Su, Mingrui
    Jiang, Tian
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (19): : 1 - 22
  • [38] Embedded real-time image processing hardware for feature extraction and clustering
    Chiu, LH
    Chang, G
    [J]. ACQUISITION, TRACKING, AND POINTING XVII, 2003, 5082 : 132 - 138
  • [39] REAL-TIME SYSTEM BASED ON FEATURE EXTRACTION FOR VEHICLE DETECTION AND CLASSIFICATION
    Moutakki, Zakaria
    Ouloul, Imad Mohamed
    Afdel, Karim
    Amghar, Abdellah
    [J]. TRANSPORT AND TELECOMMUNICATION JOURNAL, 2018, 19 (02) : 93 - 102
  • [40] Real-time translation of English speech through speech feature extraction
    Lei, Xiaoyan
    [J]. ARTIFICIAL LIFE AND ROBOTICS, 2024, 29 (03) : 410 - 415