Evaluation of Heavy Truck Front Face Styling Imagery Based on a Multiscale Approach

Yunpeng Bai, Bingjun Liu, Haonan Zhang, Ruxiang Li, Jianfeng Chen, Yinbing Gong, Dengkai Chen

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper takes the front face styling of heavy trucks as the research object, adopts the multi-scale method to perceptually evaluate the front face of heavy trucks, establishes a semantic perceptual space with user imagery as the core, and explores the perceptual connection between imagery evaluation and styling design. Firstly, 40 samples were obtained based on the front face styling elements of heavy trucks, and 12 sets of representative imagery word pairs were obtained. Then a cognitive similarity matrix was established based on the evaluations of 17 testers, and similarity analysis was performed using the multivariate scale method to obtain seven representative phase samples. Finally, the 93 evaluation questionnaires were analyzed using principal component analysis to obtain four sets of imagery word pairs that are decisive for the front face shape of heavy trucks. With the above approach, this paper provides a strategic approach for the styling development of new products in the heavy truck industry. Its innovation lies in the abandonment of the traditional shape evolution-based or inspiration-driven styling design approach. It adopts the quantification of perceptual evaluation in digital space and transforms it into analyzable data to invert the guiding perceptual semantics. The purpose is to design the product shape that users really like more scientifically.

Original languageEnglish
Title of host publicationSocial Robotics - 16th International Conference, ICSR + BioMed 2024, Proceedings
EditorsShuzhi Sam Ge, Ruihang Ji, Zhuojing Luo, Yanen Wang, Hooman Samani, Hongsheng He
PublisherSpringer Science and Business Media Deutschland GmbH
Pages78-87
Number of pages10
ISBN (Print)9789819789627
DOIs
StatePublished - 2025
Event16th International Conference on Social Robotics, ICSR + BioMed 2024 - Singapore, Singapore
Duration: 16 Aug 202418 Aug 2024

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume14916 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference16th International Conference on Social Robotics, ICSR + BioMed 2024
Country/TerritorySingapore
CitySingapore
Period16/08/2418/08/24

Keywords

  • Heavy Truck
  • Imagery
  • Multi-scale Method
  • Perceptive Factor
  • Styling Design

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