Single Image Tree Reconstruction via Adversarial Network

[1]  Jules Bloomenthal,et al.  Modeling the mighty maple , 1985, SIGGRAPH.

[2]  Max Jaderberg,et al.  Unsupervised Learning of 3D Structure from Images , 2016, NIPS.

[3]  Julie Dorsey,et al.  Reconstructing 3D Tree Models from Instrumented Photographs , 2001, IEEE Computer Graphics and Applications.

[4]  Ersin Yumer,et al.  Shape Synthesis from Sketches via Procedural Models and Convolutional Networks , 2017, IEEE Transactions on Visualization and Computer Graphics.

[5]  Long Quan,et al.  Image-based tree modeling , 2007, ACM Trans. Graph..

[6]  Jianwei Guo,et al.  Inverse Procedural Modeling of Branching Structures by Inferring L-Systems , 2020, ACM Trans. Graph..

[7]  Long Quan,et al.  Image-based plant modeling , 2006, ACM Trans. Graph..

[8]  Przemyslaw Prusinkiewicz,et al.  The Algorithmic Beauty of Plants , 1990, The Virtual Laboratory.

[9]  Single image tree modeling , 2008, SIGGRAPH Asia '08.

[10]  Peter Oppenheimer,et al.  Real time design and animation of fractal plants and trees , 1986, SIGGRAPH.

[11]  Jung-Woo Ha,et al.  StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[12]  Yasushi Yagi,et al.  Probabilistic Plant Modeling via Multi-view Image-to-Image Translation , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[13]  Simon Osindero,et al.  Conditional Generative Adversarial Nets , 2014, ArXiv.

[14]  A. Lindenmayer.  Mathematical models for cellular interactions in development. II. Simple and branching filaments with two-sided inputs. , 1968, Journal of theoretical biology.

[15]  Julien Diener,et al.  Hierarchical retargetting of 2D motion fields to the animation of 3D plant models , 2006, SCA '06.

[16]  Oliver Deussen,et al.  Digital Design of Nature - Computer Generated Plants and Organics , 2010, X.media.publishing.

[17]  Oliver Deussen,et al.  Approximate image-based tree-modeling using particle flows , 2007, ACM Trans. Graph..

[18]  B. Neubert,et al.  Approximate image-based tree-modeling using particle flows , 2007, SIGGRAPH 2007.

[19]  Matt Olson,et al.  Automatic reconstruction of tree skeletal structures from point clouds , 2010, ACM Trans. Graph..

[20]  Long Quan,et al.  Data-Driven Synthetic Modeling of Trees , 2014, IEEE Transactions on Visualization and Computer Graphics.

[21]  Paul A. Beardsley,et al.  Image-based reconstruction and synthesis of dense foliage , 2013, ACM Trans. Graph..

[22]  Yoshua Bengio,et al.  Generative Adversarial Nets , 2014, NIPS.

[23]  Abhinav Gupta,et al.  Learning a Predictable and Generative Vector Representation for Objects , 2016, ECCV.

[24]  Marc Jaeger,et al.  Plant models faithful to botanical structure and development , 1988, SIGGRAPH.

[25]  ZhangHao,et al.  Automatic reconstruction of tree skeletal structures from point clouds , 2010 .

[26]  Thomas Brox,et al.  U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.

[27]  Carlos Andújar,et al.  Single-picture reconstruction and rendering of trees for plausible vegetation synthesis , 2016, Comput. Graph..

[28]  Vincent Charvillat,et al.  Reconstructing Plants in 3D from a Single Image Using Analysis-by-Synthesis , 2013, ISVC.

[29]  Jason Weber,et al.  Creation and rendering of realistic trees , 1995, SIGGRAPH.

[30]  Daniel Cohen-Or,et al.  Analyzing growing plants from 4D point cloud data , 2013, ACM Trans. Graph..

[31]  Jiajun Wu,et al.  Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling , 2016, NIPS.

[32]  George Drettakis,et al.  Volumetric reconstruction and interactive rendering of trees from photographs , 2004, ACM Trans. Graph..

[33]  Hyunsoo Kim,et al.  Learning to Discover Cross-Domain Relations with Generative Adversarial Networks , 2017, ICML.

[34]  Dong-Ming Yan,et al.  Realistic Procedural Plant Modeling from Multiple View Images , 2020, IEEE Transactions on Visualization and Computer Graphics.

[35]  Dong-Ming Yan,et al.  Efficient and robust reconstruction of botanical branching structure from laser scanned points , 2009, 2009 11th IEEE International Conference on Computer-Aided Design and Computer Graphics.

[36]  Daniel Cohen-Or,et al.  Texture-lobes for tree modelling , 2011, SIGGRAPH 2011.

[37]  Alexei A. Efros,et al.  Image-to-Image Translation with Conditional Adversarial Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[38]  Sam Friedman,et al.  Automatic Procedural Modeling of Tree Structures in Point Clouds Using Wavelets , 2013, 2013 International Conference on 3D Vision.

[39]  Takeo Igarashi,et al.  Interactive design of botanical trees using freehand sketches and example-based editing , 2004, SIGGRAPH Courses.

[40]  Philip Lewis,et al.  Fast Automatic Precision Tree Models from Terrestrial Laser Scanner Data , 2013, Remote. Sens..

[41]  Jimmy Ba,et al.  Adam: A Method for Stochastic Optimization , 2014, ICLR.

[42]  Philip J. Willis,et al.  Modeling and generating moving trees from video , 2011, SA '11.

[43]  Karthik Ramani,et al.  SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[44]  Radomír Mech,et al.  Self-organizing tree models for image synthesis , 2009, ACM Trans. Graph..

[45]  Adam Runions,et al.  Modeling Trees with a Space Colonization Algorithm , 2007, NPH.

[46]  Przemyslaw Prusinkiewicz,et al.  L-systems: from the Theory to Visual Models of Plants , 2001 .

[47]  Jianwei Guo,et al.  Tree Growth Modelling Constrained by Growth Equations , 2018, Comput. Graph. Forum.

[48]  Alexei A. Efros,et al.  Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

[49]  Bedrich Benes,et al.  Interactive Modeling of Virtual Ecosystems , 2009, NPH.

[50]  H. Honda.  Description of the form of trees by the parameters of the tree-like body: effects of the branching angle and the branch length on the sample of the tree-like body. , 1971, Journal of theoretical biology.

[51]  N. Pfeifer,et al.  AUTOMATIC RECONSTRUCTION OF SINGLE TREES FROM TERRESTRIAL LASER SCANNER DATA , 2004 .

[52]  Harshad Rai,et al.  Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks , 2018 .

[53]  Mark James,et al.  Synthetic topiary , 1994, SIGGRAPH.

[54]  Daniel Cohen-Or,et al.  Texture-lobes for tree modelling , 2011, ACM Trans. Graph..

[55]  Subhransu Maji,et al.  3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks , 2017, 2017 International Conference on 3D Vision (3DV).

[56]  Radomír Mech,et al.  Inverse Procedural Modelling of Trees , 2014, Comput. Graph. Forum.

[57]  John F. Canny,et al.  A Computational Approach to Edge Detection , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[58]  Hui Xu,et al.  Knowledge and heuristic-based modeling of laser-scanned trees , 2007, TOGS.