Physical sketching: Reconstruction and analysis of 3D objects from freehand sketches

被引:34
|
作者
Tian, Chao [1 ]
Masry, Mark [1 ]
Lipson, Hod [1 ]
机构
[1] Cornell Univ, Ithaca, NY 14853 USA
基金
美国国家科学基金会;
关键词
Computer-Aided Design; 3D reconstruction; Computer vision; Human-computer interaction; LINE-DRAWINGS; FACES; SHAPE;
D O I
10.1016/j.cad.2009.02.002
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
When designing a 3D object, designers, engineers and teachers often begin investigating potential design tradeoffs by creating informal sketches. Ideally, these sketches - in combination with a variety of engineering analysis tools - would allow prediction of the object's physical properties, especially those that affect the critical early design process. We introduce a pen-based system that reconstructs 3D spatial geometry from a single 2D freehand-sketch consisting of straight and curved lines in interactive time. Several optimization-based approaches to this problem have been proposed, but these generally have difficulty converging to an acceptable solution because the dimensionality of the search space is large. The primary contribution of this piper is a new reconstruction algorithm for orthographic projections of 3D wireframes. The algorithm reconstructs the depths of each vertex by exploiting geometric regularities among the graph lines in a reduced solution space, then optimizes a cost function over this space to recover the vertex depths. A second optimization algorithm is used to infer the 3D geometry Of curved strokes once the vertex depths have been recovered. The proposed approach can recover the geometry of several objects with approximately 50 curved strokes in near interactive time, We also present an iterative, Tablet-K-based design system that Uses the proposed reconstruction algorithm to recover 3D objects from 2D orthographic sketches. The system allows the reconstructed objects to be subjected to two types of physical analysis, the results of which are superimposed directly on the sketch: a fast, kinematic simulation, and a complete finite-element-based static analysis. The object can quickly be modified in place using the pen-based interface according to the results of the analysis to allow for iterative design work. We demonstrate the system in action on a variety of early-stage design analyses. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:147 / 158
页数:12
相关论文
共 50 条
  • [21] Sketching in 3D
    Brown Univ, Providence, United States
    Comput Graphics ACM, 4 (45-49):
  • [22] Reconstruction of freehand 3D ultrasound based on kernel regression
    Xiankang Chen
    Tiexiang Wen
    Xingmin Li
    Wenjian Qin
    Donglai Lan
    Weizhou Pan
    Jia Gu
    BioMedical Engineering OnLine, 13
  • [23] Sensorless reconstruction of unconstrained freehand 3D ultrasound data
    Housden, R. James
    Gee, Andrew H.
    Treece, Graham M.
    Prager, Richard W.
    ULTRASOUND IN MEDICINE AND BIOLOGY, 2007, 33 (03): : 408 - 419
  • [24] Adaptive Kernel Regression for Freehand 3D Ultrasound Reconstruction
    Alshalalfah, Abdel-Latif
    Daoud, Mohammad I.
    Al-Najar, Mahasen
    MEDICAL IMAGING 2017: ULTRASONIC IMAGING AND TOMOGRAPHY, 2017, 10139
  • [25] Deep Motion Network for Freehand 3D Ultrasound Reconstruction
    Luo, Mingyuan
    Yang, Xin
    Wang, Hongzhang
    Du, Liwei
    Ni, Dong
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2022, PT IV, 2022, 13434 : 290 - 299
  • [26] Reconstruction of freehand 3D ultrasound based on kernel regression
    Chen, Xiankang
    Wen, Tiexiang
    Li, Xingmin
    Qin, Wenjian
    Lan, Donglai
    Pan, Weizhou
    Gu, Jia
    BIOMEDICAL ENGINEERING ONLINE, 2014, 13
  • [27] Probe trajectory interpolation for 3D reconstruction of freehand ultrasound
    Coupe, Pierrick
    Hellier, Pierre
    Morandi, Xavier
    Barillot, Christian
    MEDICAL IMAGE ANALYSIS, 2007, 11 (06) : 604 - 615
  • [28] 3D freehand ultrasound reconstruction based on probe trajectory
    Coupé, P
    Hellier, P
    Azzabou, N
    Barillot, C
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2005, PT 1, 2005, 3749 : 597 - 604
  • [29] Semi-metric formal 3D reconstruction from perspective sketches
    Sosnov, A
    Macé, P
    Hégron, G
    COMPUTATIONAL SCIENCE-ICCS 2002, PT II, PROCEEDINGS, 2002, 2330 : 285 - 294
  • [30] Probe Sector Matching for Freehand 3D Ultrasound Reconstruction
    Chen, Xin
    Chen, Houjin
    Peng, Yahui
    Tao, Dan
    SENSORS, 2020, 20 (11)