Research on stage creative scene model generation based on series key algorithms

Fuquan Zhang; Gangyi Ding; Linjuan Ma; Yumeng Zhu; Zuoyong Li; Lin Xu

doi:10.1007/978-3-030-04585-2_20

Research on stage creative scene model generation based on series key algorithms

Fuquan Zhang^*, Gangyi Ding, Linjuan Ma, Yumeng Zhu, Zuoyong Li, Lin Xu

^*Corresponding author for this work

School of Computer Science and Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

This paper proposes a method to construct a stage scene systematically. We propose how to build key algorithms for each element of the stage based on this method. The scene generation model is constructed to generate the creative stage scene we need based on the combination of these algorithms. We will start with 3D model adversarial generation, style migration generation, scene construction layout, scheme evaluation and scheme selection and so on. Then we will elaborate GANs algorithm, style transfer network, spatial combination and other algorithms.

Original language	English
Title of host publication	Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Proceeding of the 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, 2018
Editors	Yong Zhao, Tang-Hsien Chang, Tsu-Yang Wu, Jeng-Shyang Pan, Lakhmi C. Jain
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	170-177
Number of pages	8
ISBN (Print)	9783030045845
DOIs	https://doi.org/10.1007/978-3-030-04585-2_20
Publication status	Published - 2019
Event	2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, VTCA 2018 - Mount Emei, China Duration: 25 Oct 2018 → 28 Oct 2018

Publication series

Name	Smart Innovation, Systems and Technologies
Volume	128
ISSN (Print)	2190-3018
ISSN (Electronic)	2190-3026

Conference

Conference	2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, VTCA 2018
Country/Territory	China
City	Mount Emei
Period	25/10/18 → 28/10/18

Keywords

Algorithm
Creative scene
Generation model

Access to Document

10.1007/978-3-030-04585-2_20

Cite this

Zhang, F., Ding, G., Ma, L., Zhu, Y., Li, Z., & Xu, L. (2019). Research on stage creative scene model generation based on series key algorithms. In Y. Zhao, T.-H. Chang, T.-Y. Wu, J.-S. Pan, & L. C. Jain (Eds.), Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Proceeding of the 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, 2018 (pp. 170-177). (Smart Innovation, Systems and Technologies; Vol. 128). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-04585-2_20

Zhang, Fuquan ; Ding, Gangyi ; Ma, Linjuan et al. / Research on stage creative scene model generation based on series key algorithms. Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Proceeding of the 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, 2018. editor / Yong Zhao ; Tang-Hsien Chang ; Tsu-Yang Wu ; Jeng-Shyang Pan ; Lakhmi C. Jain. Springer Science and Business Media Deutschland GmbH, 2019. pp. 170-177 (Smart Innovation, Systems and Technologies).

@inproceedings{60e93034d82f40c997b5c99598a134f5,

title = "Research on stage creative scene model generation based on series key algorithms",

abstract = "This paper proposes a method to construct a stage scene systematically. We propose how to build key algorithms for each element of the stage based on this method. The scene generation model is constructed to generate the creative stage scene we need based on the combination of these algorithms. We will start with 3D model adversarial generation, style migration generation, scene construction layout, scheme evaluation and scheme selection and so on. Then we will elaborate GANs algorithm, style transfer network, spatial combination and other algorithms.",

keywords = "Algorithm, Creative scene, Generation model",

author = "Fuquan Zhang and Gangyi Ding and Linjuan Ma and Yumeng Zhu and Zuoyong Li and Lin Xu",

note = "Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2019.; 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, VTCA 2018 ; Conference date: 25-10-2018 Through 28-10-2018",

year = "2019",

doi = "10.1007/978-3-030-04585-2_20",

language = "English",

isbn = "9783030045845",

series = "Smart Innovation, Systems and Technologies",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "170--177",

editor = "Yong Zhao and Tang-Hsien Chang and Tsu-Yang Wu and Jeng-Shyang Pan and Jain, {Lakhmi C.}",

booktitle = "Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Proceeding of the 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, 2018",

address = "Germany",

}

Zhang, F, Ding, G, Ma, L, Zhu, Y, Li, Z & Xu, L 2019, Research on stage creative scene model generation based on series key algorithms. in Y Zhao, T-H Chang, T-Y Wu, J-S Pan & LC Jain (eds), Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Proceeding of the 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, 2018. Smart Innovation, Systems and Technologies, vol. 128, Springer Science and Business Media Deutschland GmbH, pp. 170-177, 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, VTCA 2018, Mount Emei, China, 25/10/18. https://doi.org/10.1007/978-3-030-04585-2_20

Research on stage creative scene model generation based on series key algorithms. / Zhang, Fuquan; Ding, Gangyi; Ma, Linjuan et al.
Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Proceeding of the 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, 2018. ed. / Yong Zhao; Tang-Hsien Chang; Tsu-Yang Wu; Jeng-Shyang Pan; Lakhmi C. Jain. Springer Science and Business Media Deutschland GmbH, 2019. p. 170-177 (Smart Innovation, Systems and Technologies; Vol. 128).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Research on stage creative scene model generation based on series key algorithms

AU - Zhang, Fuquan

AU - Ding, Gangyi

AU - Ma, Linjuan

AU - Zhu, Yumeng

AU - Li, Zuoyong

AU - Xu, Lin

N1 - Publisher Copyright: © Springer Nature Switzerland AG 2019.

PY - 2019

Y1 - 2019

N2 - This paper proposes a method to construct a stage scene systematically. We propose how to build key algorithms for each element of the stage based on this method. The scene generation model is constructed to generate the creative stage scene we need based on the combination of these algorithms. We will start with 3D model adversarial generation, style migration generation, scene construction layout, scheme evaluation and scheme selection and so on. Then we will elaborate GANs algorithm, style transfer network, spatial combination and other algorithms.

AB - This paper proposes a method to construct a stage scene systematically. We propose how to build key algorithms for each element of the stage based on this method. The scene generation model is constructed to generate the creative stage scene we need based on the combination of these algorithms. We will start with 3D model adversarial generation, style migration generation, scene construction layout, scheme evaluation and scheme selection and so on. Then we will elaborate GANs algorithm, style transfer network, spatial combination and other algorithms.

KW - Algorithm

KW - Creative scene

KW - Generation model

UR - http://www.scopus.com/inward/record.url?scp=85059095041&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-04585-2_20

DO - 10.1007/978-3-030-04585-2_20

M3 - Conference contribution

AN - SCOPUS:85059095041

SN - 9783030045845

T3 - Smart Innovation, Systems and Technologies

SP - 170

EP - 177

BT - Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Proceeding of the 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, 2018

A2 - Zhao, Yong

A2 - Chang, Tang-Hsien

A2 - Wu, Tsu-Yang

A2 - Pan, Jeng-Shyang

A2 - Jain, Lakhmi C.

PB - Springer Science and Business Media Deutschland GmbH

T2 - 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, VTCA 2018

Y2 - 25 October 2018 through 28 October 2018

ER -

Zhang F, Ding G, Ma L, Zhu Y, Li Z, Xu L. Research on stage creative scene model generation based on series key algorithms. In Zhao Y, Chang TH, Wu TY, Pan JS, Jain LC, editors, Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Proceeding of the 2nd International Conference on Smart Vehicular Technology, Transportation, Communication and Applications, 2018. Springer Science and Business Media Deutschland GmbH. 2019. p. 170-177. (Smart Innovation, Systems and Technologies). doi: 10.1007/978-3-030-04585-2_20

Research on stage creative scene model generation based on series key algorithms

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