Creative and Progressive Interior Color Design with Eye-tracked User Preference

Abstract

Interior scene colorization is vastly demanded in areas such as personalized architecture design. Existing works either require manual efforts to colorize individual objects, or conform to fixed color patterns automatically learned from prior knowledge, whilst neglecting user preference. Quantitatively identifying user preference is challenging, particularly at the early stage of the design process. The 3D setup also presents new challenges as the inhabitant can observe from any possible viewpoints. We propose a representative view selection method based on visual attention, and a progressive preference inference model. We particularly focus on the progressive integration of eye-tracked user preference, which enables the assistance in creativity support and allows the possibility of convergent thinking. A series of user studies have been conducted to validate the effectiveness of the proposed view selection method, preference inference model and the creativity support.

Diversity Design of Traditional Cultural Elements in Interior Design Based on Combinatorial Optimization Algorithm

“…Guo, S. et al proposed a representative view selection method based on visual attention and a progressive preference inference model. Users' experiential feedback [14] validated the effectiveness of the proposed method and model. Qin, Z. et al proposed a theoretical model based on the theory of metaphors in perceptual linguistics to help designers analyze and integrate the elements of traditional cultural attributes (tcp) to meet the modern needs of the product features.…”

Analysis of green art concept and interior design space utilization based on perception and behavioral association

“…This transformation is not a passive choice or a byproduct of other cultural phenomena. Still, it is rooted in the renewal of concepts and theories and is the result of the automatic drive of specific people to explore and adapt to external conditions [9][10][11][12]. Therefore, modern interior design artists respond to the needs of the times and reality, constantly trying to establish a new order and meaning for the new life to create modern interior space with new visual laws and spatial theories [13][14].…”

Research on Intelligent Optimisation Strategies for Interior Space Layout Design with the Aid of 3DsMax+AI

“…Indoor space design, which considers scientific, rational, and functionality in spatial layout, is the basic embodiment of the humanized design concept [8]. In modern indoor space layout, we should pay more attention to its conformity to people's needs, meet the needs of life or activities, and carry out regional layout according to different functions [9]. For example, the design of interior space in the home residence: In addition to meeting the basic living needs of the owners, the interior is laid out into a living room, dining room, kitchen, bathroom, bedroom, study, balcony, etc.…”