RAGWEED DETECTION BASED ON SURF FEATURES

被引:0
|
作者
Schiffer, Adam [1 ]
Sari, Zoltan [1 ]
Mueller, Peter [1 ]
Jancskar, Ildiko [1 ]
Varady, Geza [1 ]
Ercsey, Zsolt [2 ]
机构
[1] Univ Pecs, Rokus 2, H-7624 Pecs, Hungary
[2] Univ Pecs, Boszorkany 2, H-7630 Pecs, Hungary
来源
TEHNICKI VJESNIK-TECHNICAL GAZETTE | 2017年 / 24卷 / 05期
关键词
feature detection; parameter study; ragweed; HEALTH;
D O I
10.17559/TV-20150319092835
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The paper describes a parameter study corresponding to automatic detection of ragweed based on SURF features. The basic idea behind the method is to build a feature database from very simple ragweed samples containing characteristic features of the leaves of the plant, and compare the feature database to features extracted from natural images which contain or lack ragweed. The results of the study clearly show that the approach is promising and has value as a standalone method, or as a potential training basis for a classification expert system.
引用
收藏
页码:1519 / 1524
页数:6
相关论文
共 50 条
  • [31] Passive Copy-Move Forgery Detection using SIFT, HOG and SURF Features
    Prasad, Shiv
    Ramkumar, B.
    2016 IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ELECTRONICS, INFORMATION & COMMUNICATION TECHNOLOGY (RTEICT), 2016, : 706 - 710
  • [32] IN VITRO DETECTION OF REAGINGS TO RAGWEED
    CHOPRA, SL
    KOVACS, BA
    GOODFRIE.L
    ROSE, B
    FEDERATION PROCEEDINGS, 1965, 24 (2P1) : 633 - &
  • [33] Region Duplication Forgery Detection Technique Based on SURF and HAC
    Mishra, Parul
    Mishra, Nishchol
    Sharma, Sanjeev
    Patel, Ravindra
    SCIENTIFIC WORLD JOURNAL, 2013,
  • [34] Object detection based on SURF feature matching and Hough transform
    Lu, Shengfang
    Gu, Jianjun
    SEVENTH ASIA PACIFIC CONFERENCE ON OPTICS MANUFACTURE (APCOM 2021), 2022, 12166
  • [35] Detection of Copy Move Forgery Technique Based on SIFT and SURF
    Aydin, Yildiz
    Muzaffer, Gul
    Ulutas, Guzin
    2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [36] A robust hashing algorithm based on SURF for video copy detection
    Yang, Gaobo
    Chen, Ning
    Jiang, Qin
    COMPUTERS & SECURITY, 2012, 31 (01) : 33 - 39
  • [37] A Fast Gradual Shot Boundary Detection Method Based on SURF
    Wu, Zhonglan
    Xu, Pin
    PRACTICAL APPLICATIONS OF INTELLIGENT SYSTEMS, ISKE 2013, 2014, 279 : 699 - 706
  • [38] SOME KINEMATIC FEATURES OF SURF SWASH
    SPERANSKIY, NS
    OCEANOLOGY-USSR, 1972, 12 (05): : 714 - 718
  • [39] SURF: Speeded up robust features
    Bay, Herbert
    Tuytelaars, Tinne
    Van Gool, Luc
    COMPUTER VISION - ECCV 2006 , PT 1, PROCEEDINGS, 2006, 3951 : 404 - 417
  • [40] Immunological features of succinilated ragweed allergen.
    Babakhin, AA
    DuBuske, LM
    Andreev, SM
    Gushchin, IS
    Kutsenko, RR
    Savchenko, EA
    Ostapenko, LN
    Sosnovikova, LY
    Riger, NA
    Khanferjan, RA
    Nolte, H
    Khaitov, RM
    JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 1998, 101 (01) : S202 - S202