A survey on deep geometry learning: From a representation perspective

YP **ao, YK Lai, FL Zhang, C Li, L Gao - Computational Visual Media, 2020 - Springer
Researchers have achieved great success in dealing with 2D images using deep learning.
In recent years, 3D computer vision and geometry deep learning have gained ever more …

SDM-NET: Deep generative network for structured deformable mesh

L Gao, J Yang, T Wu, YJ Yuan, H Fu, YK Lai… - ACM Transactions on …, 2019 - dl.acm.org
We introduce SDM-NET, a deep generative neural network which produces structured
deformable meshes. Specifically, the network is trained to generate a spatial arrangement of …

[PDF][PDF] An improved pix2pix model based on Gabor filter for robust color image rendering

H Li, M Zhang, Z Yu, Z Li, N Li - Math. Biosci. Eng, 2022 - aimspress.com
In recent years, with the development of deep learning, image color rendering method has
become a research hotspot once again. To overcome the detail problems of color …

On support relations and semantic scene graphs

MY Yang, W Liao, H Ackermann… - ISPRS journal of …, 2017 - Elsevier
Scene understanding is one of the essential and challenging topics in computer vision and
photogrammetry. Scene graph provides valuable information for such scene understanding …

Relationship templates for creating scene variations

X Zhao, R Hu, P Guerrero, N Mitra… - ACM Transactions on …, 2016 - dl.acm.org
We propose a novel example-based approach to synthesize scenes with complex relations,
eg, when one object is' hooked','surrounded','contained'or'tucked into'another object …

Optimal design of AM support structures for EDM removal from build plate

G Bicknell, KS Shahed, P King, N Soares… - … International Journal of …, 2024 - Springer
Wire electric discharge machining (wire EDM) is a non-traditional material removal method
that is commonly used in additive manufacturing (AM) applications to efficiently remove AM …

Improving printing orientation for Fused Deposition Modeling printers by analyzing connected components

JAG Galicia, B Benes - Additive Manufacturing, 2018 - Elsevier
The spatial orientation of an object on a 3D printing plate is a significant contributor to its
printing time. Thus, the speed of the 3D printing processes can generally be increased by …

Magic furniture: design paradigm of multi-function assembly

Q Fu, F Zhang, X Li, H Fu - IEEE Transactions on Visualization …, 2023 - ieeexplore.ieee.org
Assembly-based furniture with movable parts enables shape and structure reconfiguration,
thus supporting multiple functions. Although a few attempts have been made for facilitating …

Pose-inspired shape synthesis and functional hybrid

Q Fu, X Chen, X Su, H Fu - IEEE transactions on visualization …, 2017 - ieeexplore.ieee.org
We introduce a shape synthesis approach especially for functional hybrid creation that can
be potentially used by a human operator under a certain pose. Shape synthesis by reusing …

Broadcasting Support Relations Recursively from Local Dynamics for Object Retrieval in Clutters

Y Li, R Wu, H Lu, C Ning, Y Shen, G Zhan… - arxiv preprint arxiv …, 2024 - arxiv.org
In our daily life, cluttered objects are everywhere, from scattered stationery and books
cluttering the table to bowls and plates filling the kitchen sink. Retrieving a target object from …