A review and comparison of multi-view 3D reconstruction methods

Journal of Engineering Research

Aditya Abhyankar¹  Kulbir Singh³  Tushar Jadhav⁴ 

[1] Communication Engineering Department, Thapar University, Patiala, India;Department of Technology, Savitribai Phule Pune University, Pune, India;Electronics &Research student,Thapar University,Patiala,Punjab,India and Department of Electronics and Telecommunication, Vishwakarma Institute of Information Technology,Pune,india

关键词: 3D reconstruction;    Image space;    Multi-view;    Surface extraction;    Surface evolution.;   

DOI  :  

学科分类：社会科学、人文和艺术（综合）

来源: Kuwait University * Academic Publication Council

【 摘 要 】

ABSTRACT3D reconstruction from multiple views is well studied, fundamental, yet a challenging problem in the field of computer vision. There is a large variety of approaches available in the literature. The methods use different representations for input scene/object and may provide different kinds of outputs. Some methods model entire scene as voxel-set where as some use level sets or polygon mesh representation. Output may be either volume or surface representing the reconstructed object/scene. Some methods work in image space where as some methods work in object space. These methods are developed to offer a good compromise between computation speed, computation complexity and accuracy along with feasibility in implementation. Selection of a particular method depends on the requirements of application and availability of required resources. Though, earlier reviews are available in the literature, fast advances in this field demand latest review. The paper presents a review and comparison of latest multi-view 3D reconstruction methods. This will help researchers to understand state of the art in this field.

【 授权许可】

Unknown