Research on Self-Formation Wind Tunnel Platform Design based on dynamic gridding mechanical devices

Trans6D: Transformer-Based 6D Object Pose Estimation and Refinement

“…Generative design based on semantic (Schumacher, 2009(Schumacher, , 2011 or physical simulations (Roudsari et al, 2013), on the other hand, relies heavily on the computing power and neglects the experience and inspiration that hand models bring to the designer. There are also studies that evaluate architectural designs by producing physical devices (Song et al, 2021), but such methods are costly and have insufficient generalization capabilities, which can pull down their ability to update and iterate the architectural design process.…”

“…One of the main uses of pose estimation is to help locate objects in AR scenes, while digital architectural designs (Kyjanek et al, 2019;Sun et al, 2018;Wibranek and Tessmann, 2019;Song, 2020) in discrete contexts are also beginning to use AR to assist in construction. The Steampunk project (Fig3) is a strong demonstration of the power in applying AR technology to field construction projects to aid in the positioning of discrete structures.…”

“…At this time, designing flexible and variable unit structures and using pose estimation to track the actual position of modules in the real world can help generate and adjust the position and orientation of the next module in real time, thus greatly improving the flexibility of modular construction. A very small amount of cutting-edge research (Sun et al, 2018;Song, 2020) has gradually begun to focus on the feedback of the physical construction process on architectural design in AR. For example, the study (Sun et al, 2018) uses the iterative closest point (ICP) to evaluate the fitness level between the installed surrounding bricks and the alternative brick from the pool.…”

“…A very small amount of cutting-edge research (Sun et al, 2018;Song, 2020) has gradually begun to focus on the feedback of the physical construction process on architectural design in AR. For example, the study (Sun et al, 2018) uses the iterative closest point (ICP) to evaluate the fitness level between the installed surrounding bricks and the alternative brick from the pool. However, these studies usually focus on the whole iterative process of design and construction, while the algorithms used are usually only brought in one sentence.…”