Small Multispectral UAV Sensor and Its Image Fusion Capability in Cultural Heritage Applications

被引:7
|
作者
Kaimaris, Dimitris [1 ]
Kandylas, Aristoteles [1 ]
机构
[1] Aristotle Univ Thessaloniki, Sch Spatial Planning & Dev Eng, GR-54124 Thessaloniki, Greece
来源
HERITAGE | 2020年 / 3卷 / 04期
关键词
small multispectral sensor; UAV; byzantine wall; ancient mosaic; image fusion; classification; LANDSAT TM; QUALITY; TRANSFORM;
D O I
10.3390/heritage3040057
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
For many decades the multispectral images of the earth's surface and its objects were taken from multispectral sensors placed on satellites. In recent years, the technological evolution produced similar sensors (much smaller in size and weight) which can be placed on Unmanned Aerial Vehicles (UAVs), thereby allowing the collection of higher spatial resolution multispectral images. In this paper, Parrot's small Multispectral (MS) camera Sequoia+ is used, and its images are evaluated at two archaeological sites, on the Byzantine wall (ground application) of Thessaloniki city (Greece) and on a mosaic floor (aerial application) at the archaeological site of Dion (Greece). The camera receives RGB and MS images simultaneously, a fact which does not allow image fusion to be performed, as in the standard utilization procedure of Panchromatic (PAN) and MS image of satellite passive systems. In this direction, that is, utilizing the image fusion processes of satellite PAN and MS images, this paper demonstrates that with proper digital processing the images (RGB and MS) of small MS cameras can lead to a fused image with a high spatial resolution, which retains a large percentage of the spectral information of the original MS image. The high percentage of spectral fidelity of the fused images makes it possible to perform high-precision digital measurements in archaeological sites such as the accurate digital separation of the objects, area measurements and retrieval of information not so visible with common RGB sensors via the MS and RGB data of small MS sensors.
引用
收藏
页码:1046 / 1062
页数:17
相关论文
共 50 条
  • [1] A New Dusts Sensor for Cultural Heritage Applications Based on Image Processing
    Proietti, Andrea
    Leccese, Fabio
    Caciotta, Maurizio
    Morresi, Fabio
    Santamaria, Ulderico
    Malomo, Carmela
    SENSORS, 2014, 14 (06): : 9813 - 9832
  • [2] Multispectral Applications of Infrared Thermography in the Diagnosis and Protection of Built Cultural Heritage
    Moropoulou, Antonia
    Avdelidis, Nicolas P.
    Karoglou, Maria
    Delegou, Ekaterini T.
    Alexakis, Emmanouil
    Keramidas, Vasileios
    APPLIED SCIENCES-BASEL, 2018, 8 (02):
  • [3] APPLICATION OF SENSOR FUSION TO IMPROVE UAV IMAGE CLASSIFICATION
    Jabari, S.
    Fathollahi, F.
    Zhang, Y.
    INTERNATIONAL CONFERENCE ON UNMANNED AERIAL VEHICLES IN GEOMATICS (VOLUME XLII-2/W6), 2017, 42-2 (W6): : 153 - 156
  • [4] A LOW-COST MINIATURE MULTISPECTRAL IMAGE SENSOR AND ITS APPLICATIONS IN CONSUMER ELECTRONICS
    Zhang, Xinyuan
    Cui, Zhongqiu
    Shen, Zhijie
    Wang, Wei
    Jiang, Di
    Zhang, Dalong
    Wang, Teng
    2022 12TH WORKSHOP ON HYPERSPECTRAL IMAGING AND SIGNAL PROCESSING: EVOLUTION IN REMOTE SENSING (WHISPERS), 2022,
  • [5] RGB and multispectral UAV image fusion for Gramineae weed detection in rice fields
    Barrero, Oscar
    Perdomo, Sammy A.
    PRECISION AGRICULTURE, 2018, 19 (05) : 809 - 822
  • [6] RGB and multispectral UAV image fusion for Gramineae weed detection in rice fields
    Oscar Barrero
    Sammy A. Perdomo
    Precision Agriculture, 2018, 19 : 809 - 822
  • [7] Digital Media and its Applications in Cultural Heritage
    Schnabel, Marc Aurel
    ARCHITECTURAL SCIENCE REVIEW, 2010, 53 (02) : 277 - 278
  • [8] Image retrieval techniques for THz applications in cultural heritage
    Bowen, J. W.
    Walker, G. C.
    Roychowdhury, S.
    Jackson, J. B.
    Roberts, J. F.
    Matthews, W.
    Labaune, J.
    Mourou, G.
    Menu, M.
    Hodder, I.
    2013 38TH INTERNATIONAL CONFERENCE ON INFRARED, MILLIMETER, AND TERAHERTZ WAVES (IRMMW-THZ), 2013,
  • [9] Enhanced Growth Optimizer and Its Application to Multispectral Image Fusion
    Pan, Jeng-Shyang
    Li, Wenda
    Chu, Shu-Chuan
    Sui, Xiao
    Watada, Junzo
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 81 (02): : 3033 - 3062
  • [10] Cultural Heritage and its survival: image, memory, archetype
    de Magalhaes, Isabel Raposo
    CONSERVAR PATRIMONIO, 2016, (23): : 109 - 117