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基于图像进行三维重建的目的就是通过图像获取周围环境的三维结构,将它们生动形象地展示在计算机上供用户使用,这是现阶段计算机图像视觉领域的一个重要研究方向。目前三维重建的研究成果已广泛应用于城镇建模、无人作战、文物保护和地图重建等领域。对图像三维重建的流程进行了探讨,主要内容包括传感器介绍、重建流程与算法、应用及其展望等。
Abstract：The purpose of three-dimensional reconstruction based on images is to obtain three-dimensional structures of the surrounding environment through images,and to vividly display them on computers for users.This is an important research direction in the field of computer image vision at this stage. At present,the research results of three-dimensional reconstruction have been widely used in urban modeling,unmanned operations,cultural relic protection,and map reconstruction. In this paper,the process of 3D image reconstruction is studied and discussed.The main contents include sensor introduction,reconstruction process and algorithm,applications and prospect.
[1] Feng J,Teng Q,He X,et al. Reconstruction of Three-dimensional Heterogeneous Media from a Single Two-dimensional Section via Co-occurrence Correlation Function[J].Computational Materials Science,2018,144:181-192.
[2] Liu Y,Ma X Q,Sun X H,et al. The Application of 3D Reconstruction in Investigating the Frontal Sinus Drainage Pathway Based on Computer Tomography Data[J].Journal of Clinical Otorhinolaryngology Head&Neck Surgery,2018(3):171-176.
[3] Bin X U,Yang L F,Lei B,et al.A Study of the Accuracy Improvement Strategy for Multi-view 3D Reconstruction Instrument Based on Automatic Calibration Technology[J].Acta Geoscientica Sinica,2017,38(2):243-248.
[4] Rupnik E,Pierrot-Deseilligny M,Delorme A. 3D Reconstruction from Multi-view VHR-satellite Images in MicMac[J].ISPRS Journal of Photogrammetry&Remote Sensing,2018,139:201-211.
[5] Zhang M,Chai M,Wu H,et al.A Data-driven Approach to Four-view Image-based Hair Modeling[J]. Acm Transactions on Graphics,2017,36(4):1-11.
[6] Collier S,Paschke P,Kay R R,et al. Image Based Modeling of bleb Site Selection[J]. Sci Rep,2017,7(1):6692.
[7] Gonzalez R C.Woods R E.Digital Image Processing 4th Edition[M].NY:Pearson,2017.
[8] Weng S L,Zhang Q J,Wu J J. Improved Harris Operator Based on Steerable Filter[J].Packaging Engineering,2016(9):68-73.
[9] Grabner M,Grabner H,Bischof H.Fast Approximated SIFT[C]∥Proceedings of the 7th Asian Conference on Computer Vision,Hyderabad,India,2006,Part I:918-927.
[10] Bay H,Ess A,Tuytelaars T,et al.Speeded-up Robust Features(SURF)[J]. Computer Vision and Image Understanding,2008,110(3):346-359.
[11] Sultanov A K,Vinogradov S L,Vinogradova I L,et al.Construction of a Geometry Tool for Pipelines 100-300 mm in Diameter Based on a Fiber-Optic Sensor[J]. Measurement Techniques,2016,58(10):1113-1118.
[12] Hartley R I.In Defence of the 8-point Algorithm[C]∥International Conference on Computer Vision,IEEE Computer Society,1995.
[13] Dou J,Xue L,Niu D,et al.Non-rigid Point Set Registration Based on DIS&ANG Descriptor and RANSAC[C]∥International Conference on Image,2017.
[14] Longuet-Higgins HC.AComputer Algorithm for Reconstructing a Scene from Two Projections[J]. Nature,1981,293(10):133-135.
[15] Zhao G,Deng Z,Shen J,et al. Three-dimensional Reconstruction of Wood Carving Cultural Relics Based on CT Tomography Data[C]∥国际计算机前沿大会会议论文集,2017.
[16] Tunkel J,Würdinger R,De S L.Vertical 3D Bone Reconstruction with Simultaneous Implantation:a Case Series Report[J].International Journal of Periodontics&Restorative Dentistry,2018,38(3):413-421.
[17] Gupta S K,Shukla D P.Application of Drone for Landslide Mapping,Dimension Estimation and Its 3D Reconstruction[J].Journal of the Indian Society of Remote Sensing,2018(3):1-12.
[18] Shen J,Jiang W,Luo Y,et al. Establishment of MRI 3D Reconstruction Technology of Orbital Soft Tissue and Its Preliminary Application in Patients with ThyroidAssociated Ophthalmopathy[J]. Clinical Endocrinology,2018,88(5):637-644.
基本信息:
DOI：
中图分类号:TP391.41
引用信息:
[1]董鹏辉,柯良军.基于图像的三维重建技术综述[J].无线电通信技术,2019,45(02):115-119.
基金信息:
国家自然科学基金项目(61573277)