Objective Evaluation of 3D Reconstructed Plants and Trees from 2D Images

被引：2
|
作者：
Hu, Bao-Gang [1 ]
Zhang, Xiaopeng [1 ]
Yang, Gang [2 ]
Jaeger, Marc [3 ]
机构：
[1] Chinese Acad Sci, Inst Automat, Beijing Grad Sch, LIAMA NLPR, POB 2728, Beijing, Peoples R China
[2] Beijing Forestry Univ, Sch Informat, Beijing, Peoples R China
[3] CIRAD Amap, INRIA Saclay, Project DigiPlante, Montpellier, France
来源：
PROCEEDINGS OF THE 2008 INTERNATIONAL CONFERENCE ON CYBERWORLDS | 2008年
关键词：
D O I：
10.1109/CW.2008.45
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this work, we propose a preliminary study on objective approaches in evaluating the synthesized 3D plants from the given image data. Two measures, in a general name of "Resemblance Index (RI)", are defined and investigated based on the normalized mutual information (RINI), and coincident-bit-counting criterion (RICBC), respectively. We propose a strategy of hierarchical evaluations on different attributes of objects. In this study, we only consider the geometrical and crown distribution attributes. The numerical investigations confirm the approach to be useful for a fast evaluation of 3D reconstructed plants/trees from image data. Discussions are given about the two measures based on the numerical examples.
引用
收藏
页码：263 / +
页数：2
相关论文
共 50 条
  • [1] Cephalometric measurements from 3D reconstructed images compared with conventional 2D images
    Zamora, Natalia
    Llamas, Jose M.
    Cibrian, Rosa
    Gandia, Jose L.
    Paredes, Vanessa
    [J]. ANGLE ORTHODONTIST, 2011, 81 (05) : 856 - 864
  • [2] Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild
    Feng, Zhen-Hua
    Huber, Patrik
    Kittler, Josef
    Hancock, Peter
    Wu, Xiao-Jun
    Zhao, Qijun
    Koppen, Paul
    Raetsch, Matthias
    [J]. PROCEEDINGS 2018 13TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2018), 2018, : 780 - 786
  • [3] Face recognition from 2D and 3D images
    Wang, YJ
    Chua, CS
    Ho, YK
    [J]. AUDIO- AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS, 2001, 2091 : 26 - 31
  • [4] 3D object understanding from 2D images
    Wang, PSP
    [J]. INTERNATIONAL SYMPOSIUM ON MULTISPECTRAL IMAGE PROCESSING, 1998, 3545 : 33 - 43
  • [5] From 2D images to 3D face geometry
    Lengagne, R
    Tarel, JP
    Monga, O
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, 1996, : 301 - 306
  • [6] 3D IMAGES WITH 2D FOOTPRINT
    Ferre Ferri, Enrique
    [J]. REVISTA SONDA-INVESTIGACION Y DOCENCIA EN ARTES Y LETRAS, 2020, (09): : 73 - 82
  • [7] Delineating Trees in Noisy 2D Images and 3D Image-Stacks
    Gonzalez, German
    Tueretken, Engin
    Fleuret, Francois
    Fua, Pascal
    [J]. 2010 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2010, : 2799 - 2806
  • [8] Covariance Trees for 2D and 3D Processing
    Guillemot, Thierry
    Almansa, Andres
    Boubekeur, Tamy
    [J]. 2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2014, : 556 - 563
  • [9] Learning 3D Deformation of Animals from 2D Images
    Kanazawa, Angjoo
    Kovalsky, Shahar
    Basri, Ronen
    Jacobs, David
    [J]. COMPUTER GRAPHICS FORUM, 2016, 35 (02) : 365 - 374
  • [10] 3D Kidney Reconstruction from 2D Ultrasound Images
    Teresa Alvarez-Gutierrez, Mariana
    Rodrigo Mejia-Rodriguez, Aldo
    Alejandro Cruz-Guerrero, Ines
    Roman Arce-Santana, Edgar
    [J]. VIII LATIN AMERICAN CONFERENCE ON BIOMEDICAL ENGINEERING AND XLII NATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, 2020, 75 : 393 - 400
12345