Formation of a Cognitive Model of Visual Perception of 3D Models in Training Complexes

Roganov, Vladimir; Remontova, Lyudmila; Esimova, Nurzipa; Helal, S

doi:10.1007/978-3-031-05175-3_6

Cited by 3 publications

(1 citation statement)

References 3 publications

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“…The core subjects of product design are designers and users, and in recent years, several scholars have studied the cognitive activities of designers and users in the design process and achieved certain results [17]. Goldschmidt, G. studied the commonalities and differences between product form art designers and purchasing users in perceiving product shape and established a model of perceptual imagery matching between designers and users [18].…”

Section: Introductionmentioning

confidence: 99%

Research on art design and application of cognitively oriented thinking in the following creative products

Cui,

Chen

2023

Applied Mathematics and Nonlinear Sciences

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At present, the knowledge of cultural relics in cultural creative design is fragmented and fragmented, and lacks the support of a unified system. In this paper, firstly, with the help of a topological model to characterize the creative process of image thinking, effective reasoning is carried out on the objects, things and relations of cultural and creative products according to the expansion analysis of primitives. Then, a conceptual network of art design for cultural and creative products is constructed based on semantic association, and an identification model of art design elements for cultural and creative products is built based on quantitative theory. Finally, through the experiment of art design for cultural and creative products, the perception of cultural and creative products was analyzed in multiple dimensions. The results show that the maximum factor influencing the value of art design of cultural and creative products is 0.951, among which the cultural characteristics have a strong correlation with the color characteristics of 0.642, and the functional characteristics have a strong correlation with the cultural characteristics of 0.837. The results of this paper provide new ideas and methods for the development and maturation of artistic design of cultural and creative products.

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Section: Introductionmentioning

confidence: 99%

Research on art design and application of cognitively oriented thinking in the following creative products

Cui,

Chen

2023

Applied Mathematics and Nonlinear Sciences

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The Task of Synthesizing 3D-Models of the Environment with 3D-Models of Moving Objects Using Aviation Simulator

Roganov,

Chetvergova,

Savochkin

et al. 2024

Algorithms for Intelligent Systems

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Matching visually observed 3D model to original reference object

Micheev,

Roganov,

Dolgovesov

et al. 2024

E3S Web of Conf.

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In the development of a visual environment simulator or a thermal imager simulator, one of the challenges encountered when assessing the external appearance of engineering structures is the need to ensure the correspondence of the developed 3D model of a reference object to the original 3D object. Since creating a complete model is currently impractical, the criterion for assessment is based on the conformity of forming specified components of the cognitive model of a human observer necessary in their professional activities. Research has shown that to address this challenge, it is advisable to choose one of the artificial intelligence methods to entrust it with the task of evaluating the developed 3D model and minimize the subjectivity in the decision-making process of “whether the external appearance of the 3D model meets the client's requirements.” The article proposes using deductive reasoning in ChatGPT to assess the conformity of the external appearance of a 3D model to a specified 3D object by representing the model as incomplete sequences and evaluating its ability to complete them in accordance with conclusions made by humans.The suggested approach involves solving the problem based on scenarios where humans formulate logical conclusions from provided information, followed by the application of ChatGPT in processing the presented sequences of conclusions. A comparative analysis is presented to determine the extent to which ChatGPT demonstrates deductive reasoning and how closely it aligns with human deductive models. This allows for the creation of a model with deductive reasoning and contributes to discussions on the competencies of artificial intelligence.

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Formation of a Cognitive Model of Visual Perception of 3D Models in Training Complexes

Cited by 3 publications

References 3 publications

Research on art design and application of cognitively oriented thinking in the following creative products

Research on art design and application of cognitively oriented thinking in the following creative products

The Task of Synthesizing 3D-Models of the Environment with 3D-Models of Moving Objects Using Aviation Simulator

Matching visually observed 3D model to original reference object

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