Anthurium image mosaicing algorithm in greenhouse environment

被引:0
|
作者
Zhang, Kai [1 ]
Geng, Changxing [1 ]
Zhang, Erpeng [1 ]
Qu, Feng [1 ]
Zhang, Junxiong [1 ]
Li, Wei [1 ]
机构
[1] College of Engineering, China Agricultural University, Beijing 100083, China
关键词
Image enhancement;
D O I
10.6041/j.issn.1000-1298.2013.04.039
中图分类号
S26 [农业建筑];
学科分类号
082803 ;
摘要
An image stitching method in the complex environment of non-structural context was studied. The anthurium image mosaicing under greenhouse environment was achieved. A random ridge by natural light environment in greenhouse was researched. An anthurium image stitching method based on SIFT only was improved by using a method that extracting anthurium by a 2G-R-B method firstly, and registering image by SIFT method secondly. The proposed method can greatly reduce the computation and processing time under high-noise environment. And a quickly and efficiently anthurium extraction method under high-noise environment was achieved. Experiments were carried on intelligence target spaying system. The results showed the mosaic time-consuming was 0.083 s and false positive rate was 7.3%.
引用
收藏
页码:223 / 227
相关论文
共 50 条
  • [41] FPGA Implementation of the RANSAC Based Image Mosaicing Algorithm Using the Nios II Softcore
    Zouhir, Irki
    Abdelhai, Lati
    Samir, Sakhi
    Abdelkrim, Nemra
    Mustapha, Hameurlain
    PROCEEDINGS OF THE 23RD INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING, (IWSSIP 2016), 2016, : 133 - 136
  • [42] Image completion algorithm of anthurium spathes based on multi-scale feature learning
    Wei, Hongyu
    Li, Jiahui
    Chen, Wenyue
    Chu, Xuan
    Liu, Hongli
    Mu, Yinghui
    Ma, Zhiyu
    FRONTIERS IN PLANT SCIENCE, 2023, 14
  • [43] Industrial applications of image mosaicing and stabilization
    Guestrin, C
    Cozman, F
    Simoes, MG
    1998 SECOND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ELECTRONIC SYSTEMS, KES '98, PROCEEDINGS, VOL 2, 1998, : 174 - 183
  • [44] Fast Image Mosaicing Based on Histograms
    Mori, Akihiro
    Uchida, Seiichi
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2008, E91D (11) : 2701 - 2708
  • [45] Industrial applications of image mosaicing and stabilization
    Guestrin, Carlos
    Cozman, Fabio
    Simoes, M.Godoy
    International Conference on Knowledge-Based Intelligent Electronic Systems, Proceedings, KES, 1998, 2 : 174 - 183
  • [46] Image Mosaicing for Neonatal Fundus Images
    Aruna, K. A.
    Anil, Vrinda S.
    Anand, Anju
    Jaysankar, Anagha
    Venugopal, Anjali
    Nisha, K. L.
    Sreelekha, G.
    2021 8TH INTERNATIONAL CONFERENCE ON SMART COMPUTING AND COMMUNICATIONS (ICSCC), 2021, : 100 - 105
  • [47] Fast global registration for image mosaicing
    Kim, DW
    Hong, KS
    2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 2, PROCEEDINGS, 2003, : 295 - 298
  • [48] Application of Kalman filtering algorithm in greenhouse environment monitoring
    Wang Jing
    Xue Heru
    Jiang Xinhua
    2013 2ND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION AND MEASUREMENT, SENSOR NETWORK AND AUTOMATION (IMSNA), 2013, : 539 - 544
  • [49] Combining Different Image Parts of Instruments with Image Mosaicing
    Ozturk, Saban
    Ozkaya, Umut
    Akdemir, Bayram
    Seyfi, Levent A.
    Kulaksiz, Afsin
    2017 4TH INTERNATIONAL SCIENTIFIC-PRACTICAL CONFERENCE PROBLEMS OF INFOCOMMUNICATIONS-SCIENCE AND TECHNOLOGY (PIC S&T), 2017, : 530 - 534
  • [50] Visual odometry and image mosaicing for NDE
    Dobie, Gordon
    Summan, Rahul
    MacLeod, Charles
    Pierce, S. Gareth
    NDT & E INTERNATIONAL, 2013, 57 : 17 - 25