This preliminary framework note examines a cross-domain coordination problem in visible-body research. Visible-body information is increasingly generated through multiple specialized domains, including anthropometry, body scanning, computer vision, sports science, digital health, personal informatics, human–computer interaction, human–data interaction, and human–machine systems. These domains continue to advance, producing more precise measurements, richer representations, larger longitudinal records, and increasingly sophisticated technological outputs. However, advancement within individual domains does not automatically make the outputs they generate continuous across domain boundaries, mutually comparable, or jointly interpretable. More data does not automatically produce clearer meaning, and the existence of multiple advanced fields does not by itself create integration among them. This note positions Human Aesthetic Engineering (HAE) as a domain-specialized framework concerned with visible human form and as an intersection layer among the fields that measure, represent, track, contextualize, and interpret it. Visible human form is treated as a relational, contextual, longitudinal, and technologically representable object. The proposed role of HAE is to organize questions concerning bodily measurements, images, scans, visible structural relationships, reference systems, contextual conditions, temporal change, technological mediation, and interpretive boundaries without replacing the specialized expertise of the contributing domains. The note makes four primary contributions: It distinguishes progress within specialized domains from coordination across their outputs. It defines the domain-specific position of HAE around visible human form and visible-body interpretation. It presents a comparative role map clarifying the distinct starting points and complementary contributions of anthropometry, body scanning, computer vision, sports science, HCI, human–machine systems, and digital health. It proposes a working intersection architecture through which selected outputs may be related, contextualized, translated, and developed into shared research questions and coordinated development pathways. The framework also clarifies the relationship between HAE and HCI. HCI contributes established theories and methods for examining technological representation, interaction, embodiment, human–data relations, sense-making, agency, uncertainty, and use. HAE begins from a different primary object: the organization and bounded interpretation of visible human form. The two perspectives intersect when visible-body information becomes technologically represented and enters human understanding. The proposed architecture includes domain-specific outputs, data quality and production conditions, reference selection, relational organization, context and temporality, human–machine interpretation, and bounded interpretive outputs. It is presented as a working coordination structure rather than a complete or universally applicable model. This note does not present a diagnostic system, physiological inference model, body-ranking framework, beauty standard, or replacement for established disciplinary methods. Visible observation remains distinct from medical, physiological, psychological, and functional conclusions. The framework emphasizes proportional claims, explicit references, contextual limits, interpretive transparency, and preservation of human dignity. This record forms part of a versioned exploratory archive concerning visible-body interpretation, relational representation, longitudinal context, interpretation boundaries, and interdisciplinary framework development. It is intended to support scholarly discussion, conceptual clarification, methodological inquiry, and future cross-domain research. Invitation for Scholarly Dialogue Questions, brief comments, critical perspectives, and informal scholarly conversations are all welcome. Researchers and practitioners who find any part of this work relevant to their own interests are warmly invited to contact the author. You do not need to have read the entire framework, developed a formal position, or prepared a collaboration proposal. Partial impressions, preliminary questions, and brief messages are equally welcome. Contact: Sarang KangEmail: corsetmuscle@gmail.com Keywords: Human Aesthetic Engineering; HAE; visible human form; visible-body interpretation; intersection framework; cross-domain coordination; domain-specialized framework; anthropometry; body scanning; computer vision; sports science; Human–Computer Interaction; Human–Data Interaction; human–machine systems; digital health; personal informatics; technological representation; reference selection; relational organization; contextual interpretation; longitudinal interpretation; interpretation boundaries; evidence-limited inference; responsible interpretation Version:v1.0.5 — Public Concept Note / Working Paper
Sarang Kang (Fri,) studied this question.