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Real-time 3D reconstruction techniques applied in dynamic scenes: A systematic literature review

Publication Type : Journal Article

Publisher : Computer Science Review

Source : Computer Science Review (SCOPUS, SCI(E)/IF:7.707), Volume 39, p.100338 (2021)

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Keywords : 3D reconstruction, Dynamic scene, Frame based reconstruction, Non-rigid reconstruction, Real-time, Systematic literature review

Campus : Amritapuri

School : Department of Computer Science and Engineering, School of Engineering

Center : Computer Vision and Robotics

Department : Computer Science

Year : 2021

Abstract : Background: Recent developments in capturing devices like kinect, Intel real sense camera etc., has impelled research in 3D reconstruction especially in the dynamic scene and the performance in terms of both reconstruction quality and speed has increased and thus, have supported many application like teleportation, gaming, free view point video, CG films etc. This paper provides systematic literature review of 3D reconstruction techniques applied in dynamic scene. The objective of this systematic literature review is to provide the detail technical progress in 3D reconstruction techniques for dynamic scene and to find the research gap in this field. Purpose: This paper presents a systematic literature review of the current state of the art that focuses on 3D reconstruction of non-rigid object, articulated motion and human performance in real-time. We further discuss the limitations of current methods and emphasize promising technologies for future development. Methods: Search was conducted on five databases to find 3D reconstruction techniques for dynamic scene. As reconstruction of dynamic scene can be further categorized as rigid object 3D reconstruction and non-rigid object reconstruction based on the object being reconstructed in the dynamic scene. Thus we have searched for both categories for review and we have concentrated on the dynamic scene generated where object is dynamic while camera is static. Results: 281 papers were initially searched further than after abstract screening 100 were selected later after detail study 46 were selected for systematic literature review and are presented in the table.

Cite this Research Publication : Anupama K. Ingale and Divya Udayan J., “Real-time 3D reconstruction techniques applied in dynamic scenes: A systematic literature review”, Computer Science Review (SCOPUS, SCI(E)/IF:7.707), vol. 39, p. 100338, 2021.

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