Survey on Multi-person 3D Reconstruction from Monocular View

Authors: Cai, J., Cheng, B., Xi, Y. and Yang, X.

Journal: Lecture Notes in Computer Science

Volume: 15339 LNCS

Pages: 199-210

eISSN: 1611-3349

ISSN: 0302-9743

DOI: 10.1007/978-3-031-82021-2_14

Abstract:

Reconstructing human pose and shape from a monocular view is a longstanding problem in the field of computer graphics. The goal is to reconstruct the 3D model of human body surface from an image or a video. Most existing monocular human reconstruction methods have achieved great progress which primarily focus on single-person reconstruction. However, research on multi-person reconstruction from a monocular perspective still face certain challenges. In this paper, we comprehensively introduce existing methods in the field of monocular multi-person reconstruction. Additionally, we discuss the challenges and insights into future research directions related to multi-person reconstruction.

https://eprints.bournemouth.ac.uk/40390/

Source: Scopus

Survey on Multi-Person 3D Reconstruction from Monocular View

Authors: Cai, J., Cheng, B., Xi, Y. and Yang, X.

Conference: Computer Graphics International (CGI) 2024

Dates: 1-5 July 2024

Journal: Computer Graphics International Conference

https://eprints.bournemouth.ac.uk/40390/

Source: Manual

Survey on multi-person 3D reconstruction from monocular view

Authors: Cai, J., Cheng, B., Xi, Y. and Yang, X.

Editors: Magnenat-Thalmann, N., Kim, J., Sheng, B., Deng, Z., Thalmann, D. and Li, P.

Volume: 15339

Pages: 199-210

Publisher: Springer

Place of Publication: Cham

ISBN: 9783031820205

Abstract:

Reconstructing human pose and shape from a monocular view is a longstanding problem in the field of computer graphics. The goal is to reconstruct the 3D model of human body surface from an image or a video. Most existing monocular human reconstruction methods have achieved great progress which primarily focus on single-person reconstruction. However, research on multi-person reconstruction from a monocular perspective still face certain challenges. In this paper, we comprehensively introduce existing methods in the field of monocular multi-person reconstruction. Additionally, we discuss the challenges and insights into future research directions related to multi-person reconstruction.

https://eprints.bournemouth.ac.uk/40390/

Source: BURO EPrints