Virtual reality’s effect on parameter optimisation for crowd-sourced procedural animation

Henshall, Gareth I.; Teahan, William J.; Cenydd, Llyr ap

doi:10.1007/s00371-018-1501-2

Cited by 3 publications

(3 citation statements)

References 38 publications

(33 reference statements)

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“…where O(H) is the dynamic motion order of the character, L is the longest distance of character movement, m(H, t) is the number of elements needed for the dynamic movement of characters in the next generation, and f(H, t), f(t) is the fitness and mean fitness of the elements needed by the next generation of characters [25].…”

Section: Animation Design Optimizationmentioning

confidence: 99%

Material Innovation of Animation Modeling Design Based on Visual Symbol Theory

Cao

2022

Wireless Communications and Mobile Computing

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Character modeling is an important link in animation design, and it is one of the keys to determining whether an animation is successful or not, as well as determining the value of animation and related industries. This paper examines the role of material innovation in the development of animation art, as well as the impact of various materials on animation production technology and design style, using the visual symbol theory as a guide. GA (genetic algorithm) is used in the comic design process to improve the fidelity and efficiency of the artwork. GA performs data training of multiple components; selection and crossover operations are carried out continuously according to the fitness threshold; and the particle swarm optimization strategy is added. This algorithm increases the rate of design reuse and efficiency, as well as the ability to determine the best component combination scheme.

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Section: Animation Design Optimizationmentioning

confidence: 99%

Material Innovation of Animation Modeling Design Based on Visual Symbol Theory

Cao

2022

Wireless Communications and Mobile Computing

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“…At present, the mass animation production method has been widely used in many commercial movies, and commercial software specially used for mass animation production has been produced, such as the famous large-scale mass animation software, which created amazing animations in the movie " e Lord of the Rings," and visual e ects and won the 2003 Academy Award for Science and Engineering. In addition to lm and television e ects, crowd animation is widely used in the eld of game entertainment and simulation research, so crowd animation has profound research signi cance [1][2][3][4][5][6][7][8].…”

Section: Introductionmentioning

confidence: 99%

An Animation Model Generation Method Based on Gaussian Mutation Genetic Algorithm to Optimize Neural Network

Liu

Chen

Zhang

et al. 2022

Computational Intelligence and Neuroscience

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With the rapid development of computer graphics, 3D animation has been applied to all fields of people’s lives, especially in the industries of film and television works, games, and entertainment. The wide application of animation technology makes it difficult for general 3D animation effects to impress increasingly discerning audiences. Group animation, as a new focus, has received more and more attention and has become a hot issue in computer graphics. Traditional animation production mainly relies on manual drawing and key frame technologies. The limitations of these technologies make the production of group animation consume a lot of manpower, financial resources, and time, and cannot guarantee the intelligence of characters and the authenticity of group behavior. Therefore, in order to end the above issues, this paper proposes an animation model generation method based on Gaussian mutation genetic algorithm to optimize neural network, including obtaining animation scene data, according to the animation scene data, and extracting animation model elements. The elements are input into the model network, the target animation model is generated, and the target animation model is displayed. The method proposed in this paper improves the animation model generation method in the prior art to a certain extent. The proposed animation model is constructed only through fixed rules, and the composition rules of the model cannot be changed according to the historical data of the animation model construction and other factors. Technical issues that reduce the flexibility and accuracy of the animation model generation.

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“…Digital media technology has revolutionized animation, two-dimensional animation has lost market, and three-dimensional animation and virtual reality have replaced previous two-dimensional animation. The current 3D animation can more vividly present the shape of the character, enriching the expression of the character, and more movies are also mixed with the corresponding animation elements [8]. In terms of styling, because the "line" has strong plasticity and flexibility, it is easy to shape, which makes the shape of the animated character formed by the line have considerable freedom and structure [9].…”

Section: Introductionmentioning

confidence: 99%

Research of Digital Media Art based on Virtual Reality on Animation Design

Liu¹

2019

Proceedings of the 3rd International Conference on Economics and Management, Education, Humanities and Social Sciences (EMEHSS

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With the improvement of science and technology, virtual reality technology, a new hightech, has gradually entered people's lives. At present, the application of virtual reality technology has extended to the field of digital media art. The rapid development of digital media art has brought more creative space to animation design and production, making animation design and production more diversified and closer to people's real life. So that the experiencer can really participate in the whole process of interaction. The dynamic images that originally exist on the screen have a form of artistic experience that can interact with the viewer. The role of the audience has also changed from viewers to participants and experiencers. The related creation of digital media technology is no longer a one-way process, but a process of human-computer interaction, a process in which artists and computers jointly complete works and applications. It is obvious that a series of digital media art that has been formed has been visually represented by computer technology, and the influence on animation design is particularly prominent. The combination of digital media art and modern animation design can further enrich the connotation of modern animation design and enhance the quality of design. At the same time, it can promote the development and improvement of digital media art to a certain extent and achieve common improvement.

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Virtual reality’s effect on parameter optimisation for crowd-sourced procedural animation

Cited by 3 publications

References 38 publications

Material Innovation of Animation Modeling Design Based on Visual Symbol Theory

Material Innovation of Animation Modeling Design Based on Visual Symbol Theory

An Animation Model Generation Method Based on Gaussian Mutation Genetic Algorithm to Optimize Neural Network

Research of Digital Media Art based on Virtual Reality on Animation Design

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