A survey on deep geometry learning: From a representation perspective
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 …
In recent years, 3D computer vision and geometry deep learning have gained ever more …
SDM-NET: Deep generative network for structured deformable mesh
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 …
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 …
become a research hotspot once again. To overcome the detail problems of color …
On support relations and semantic scene graphs
Scene understanding is one of the essential and challenging topics in computer vision and
photogrammetry. Scene graph provides valuable information for such scene understanding …
photogrammetry. Scene graph provides valuable information for such scene understanding …
Relationship templates for creating scene variations
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 …
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
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 …
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
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 …
printing time. Thus, the speed of the 3D printing processes can generally be increased by …
Magic furniture: design paradigm of multi-function assembly
Assembly-based furniture with movable parts enables shape and structure reconfiguration,
thus supporting multiple functions. Although a few attempts have been made for facilitating …
thus supporting multiple functions. Although a few attempts have been made for facilitating …
Pose-inspired shape synthesis and functional hybrid
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 …
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
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 …
cluttering the table to bowls and plates filling the kitchen sink. Retrieving a target object from …