COMPARISON OF AUTOMATIC GEOMETRIC CORRECTION METHODS FOR ORTHORECTIFIED IMAGE STACKS

被引:0
|
作者
Irwin, Robert [1 ]
Rampersad, Chris [1 ]
机构
[1] EarthDaily Analyt, Vancouver, BC, Canada
关键词
Block adjustment; coregistration; mosaicking;
D O I
10.1109/IGARSS52108.2023.10281627
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
This work investigates the absolute geometric accuracy, computational efficiency, and trade-off between two common techniques used for improving the geometric consistency of orthorectified image stacks: Coregistration (CR) and Bundle Block Adjustment (BBA). A semi-analytical model is developed and Sentinel-2 data is used to derive realistic model parameters to quantify the differences between these techniques. The study reveals that while BBA shows significantly smaller errors than CR, it also demands substantially more computational resources. This trade-off thus renders the choice of technique highly dependent on the specific application and computational feasibility. By presenting empirical geometric accuracy curves, this paper provides insights that can help inform the selection of georeferencing techniques in the Earth Observation domain.
引用
下载
收藏
页码:5926 / 5929
页数:4
相关论文
共 50 条
  • [21] Reduction of control areas for geometric image correction
    Lee W.-Y.
    Park T.-H.
    Transactions of the Korean Institute of Electrical Engineers, 2011, 60 (05): : 1023 - 1029
  • [22] Novel Geometric Correction Method of Distorted Image
    Jin, Wang
    6TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: OPTICAL SYSTEM TECHNOLOGIES FOR MANUFACTURING AND TESTING, 2012, 8420
  • [23] Geometric distortion correction through image normalization
    Alghoniemy, M
    Tewfik, AH
    2000 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, PROCEEDINGS VOLS I-III, 2000, : 1291 - 1294
  • [24] Comparison of automatic and visual methods used for image segmentation in Endodontics: a microCT study
    Queiroz, Polyane Mazucatto
    Rovaris, Karla
    Santaella, Gustavo Machado
    Haiter-Neto, Francisco
    Freitas, Deborah Queiroz
    JOURNAL OF APPLIED ORAL SCIENCE, 2017, 25 (06) : 674 - 679
  • [25] Optimization-Based Artifact Correction for Electron Microscopy Image Stacks
    Azadi, Samaneh
    Maitin-Shepard, Jeremy
    Abbeel, Pieter
    COMPUTER VISION - ECCV 2014, PT II, 2014, 8690 : 219 - 235
  • [26] Fast correction algorithm research of image geometric distortion in the image tracking
    Tan, Lian
    Dang, Pei
    Luo, Qiang
    Alsmadi, Mutasem
    Journal of Applied Sciences, 2013, 13 (15) : 2876 - 2883
  • [27] Geometric methods for protein structure comparison
    Ferrari, C
    Guerra, C
    MATHEMATICAL METHODS FOR PROTEIN STRUCTURE ANALYSIS AND DESIGN: ADVANCED LECTURES, 2000, 2666 : 57 - 82
  • [28] COMPARISON OF METHODS FOR GEOMETRIC CAMERA CALIBRATION
    Hieronymus, Jan
    XXII ISPRS CONGRESS, TECHNICAL COMMISSION V, 2012, 39-B5 : 595 - 599
  • [29] Automatic LADAR Calibration Methods using Geometric Optimization
    Guerreiro, B.
    Silvestre, C.
    Oliveira, P.
    2011 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2011, : 969 - 974
  • [30] Fast coastal algorithm for automatic geometric correction of AVHRR images
    Parada, M
    Millán, A
    Lobato, A
    Hermosilla, A
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2000, 21 (11) : 2307 - 2312