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- research-articleJanuary 2025
3D Shape Segmentation With Potential Consistency Mining and Enhancement
IEEE Transactions on Multimedia (TOM), Volume 27Pages 133–144https://doi.org/10.1109/TMM.2024.35216743D shape segmentation is a crucial task in the field of multimedia analysis and processing, and recent years have seen a surge in research on this topic. However, many existing methods only consider geometric features of 3D shapes and fail to explore the ...
- research-articleNovember 2024
MV2MV: Multi-View Image Translation via View-Consistent Diffusion Models
ACM Transactions on Graphics (TOG), Volume 43, Issue 6Article No.: 252, Pages 1–12https://doi.org/10.1145/3687977Image translation has various applications in computer graphics and computer vision, aiming to transfer images from one domain to another. Thanks to the excellent generation capability of diffusion models, recent single-view image translation methods ...
- research-articleNovember 2024
Stochastic Normal Orientation for Point Clouds
ACM Transactions on Graphics (TOG), Volume 43, Issue 6Article No.: 188, Pages 1–12https://doi.org/10.1145/3687944We propose a simple yet effective method to orient normals for point clouds. Central to our approach is a novel optimization objective function defined from global and local perspectives. Globally, we introduce a signed uncertainty function that ...
- research-articleNovember 2024
mpcMech: Multi-Point Conjugation Mechanisms
ACM Transactions on Graphics (TOG), Volume 43, Issue 6Article No.: 211, Pages 1–14https://doi.org/10.1145/3687770A mechanism is an assembly of moving parts interconnected by joints to transfer an input motion to a desired output motion. Traditionally, to generate a complex motion, mechanisms are modeled by selecting and combining a number of mechanical parts with ...
- research-articleNovember 2024
Build orientation optimization considering thermal distortion in additive manufacturing
Computer Aided Geometric Design (CAGD), Volume 114, Issue Chttps://doi.org/10.1016/j.cagd.2024.102393AbstractAdditive manufacturing (AM) technology enables the fabrication of three-dimensional objects with complex shapes and has been extensively applied in various industries. AM is a layer-wise fabrication process where a variety of factors affect ...
Highlights- Build orientation optimization considering thermal distortion in additive manufacturing.
- Systematic and quantitative research on build orientations thermal distortion.
- Obtaining representative build orientation through multi-...
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- ArticleNovember 2024
Learning Neural Volumetric Pose Features for Camera Localization
AbstractWe introduce a novel neural volumetric pose feature, termed PoseMap, designed to enhance camera localization by encapsulating the information between images and the associated camera poses. Our framework leverages an Absolute Pose Regression (APR) ...
- ArticleOctober 2024
FLAT: Flux-Aware Imperceptible Adversarial Attacks on 3D Point Clouds
AbstractAdversarial attacks on point clouds play a vital role in assessing and enhancing the adversarial robustness of 3D deep learning models. While employing a variety of geometric constraints, existing adversarial attack solutions often display ...
- research-articleSeptember 2024
Piecewise Developable Modeling via Implicit Neural Deformation and Feature-Guided Cutting
IEEE Transactions on Visualization and Computer Graphics (ITVC), Volume 30, Issue 9Pages 5993–6004https://doi.org/10.1109/TVCG.2023.3319487We propose a novel and automatic method to model shapes using a small set of discrete developable patches. Central to our approach is using implicit neural shape representation that makes our algorithm independent of tessellation and allows us to obtain ...
- research-articleAugust 2024
Topology Optimization Via Spatially-Varying TPMS
IEEE Transactions on Visualization and Computer Graphics (ITVC), Volume 30, Issue 8Pages 4570–4587https://doi.org/10.1109/TVCG.2023.3268068Structural design with multi-family triply periodic minimal surfaces (TPMS) is a meaningful work that can combine the advantages of different types of TPMS. However, very few methods consider the influence of the blending of different TPMS on structural ...
- research-articleAugust 2024
Computational design of custom-fit PAP masks
AbstractPositive airway pressure (PAP) therapy refers to sleep disordered breathing treatment that uses a stream of compressed air to support the airway during sleep. Even though the use of PAP therapy has been shown to be effective in improving the ...
Graphical abstractDisplay Omitted
Highlights- Simulating the virtual mask-face fitting with FEM.
- Proposing quantitative measures on air leakage and comfort for the mask.
- Optimizing the geometry of the mask cushion to minimize our measures on leakage and comfort.
- Ensuring ...
- research-articleAugust 2024
Differentiable microstructures design via anisotropic thermal diffusion
AbstractWe propose a novel method to design differentiable microstructures. Central to our algorithm is a new representation of the mapping from the parameters to microstructures, formulated as the anisotropic thermal diffusion. A metric field governs ...
Graphical abstractDisplay Omitted
Highlights- We introduce a novel method for microstructure generation using anisotropic thermal diffusion.
- We perform variable conversion so that the positive definite constraint of the matrix becomes the constraint with two positive variables.
- research-articleJuly 2024
Smooth Bijective Projection in a High-order Shell
ACM Transactions on Graphics (TOG), Volume 43, Issue 4Article No.: 59, Pages 1–13https://doi.org/10.1145/3658207We propose a new structure called a higher-order shell, which is composed of a set of triangular prisms. Each triangular prism is enveloped by three Bézier triangles (top, middle, and bottom) and three side surfaces, each of which is trimmed from a ...
- research-articleJuly 2024
A Parametric Design Method for Engraving Patterns on Thin Shells
IEEE Transactions on Visualization and Computer Graphics (ITVC), Volume 30, Issue 7Pages 3719–3730https://doi.org/10.1109/TVCG.2023.3240503Designing thin-shell structures that are diverse, lightweight, and physically viable is a challenging task for traditional heuristic methods. To address this challenge, we present a novel parametric design framework for engraving regular, irregular, and ...
- research-articleMay 2024
Deblur-GS: 3D Gaussian Splatting from Camera Motion Blurred Images
Proceedings of the ACM on Computer Graphics and Interactive Techniques (PACMCGIT), Volume 7, Issue 1Article No.: 18, Pages 1–15https://doi.org/10.1145/3651301Novel view synthesis has undergone a revolution thanks to the radiance field method. The introduction of 3D Gaussian splatting (3DGS) has successfully addressed the issues of prolonged training times and slow rendering speeds associated with the Neural ...
- research-articleMay 2024
ShaderPerFormer: Platform-independent Context-aware Shader Performance Predictor
Proceedings of the ACM on Computer Graphics and Interactive Techniques (PACMCGIT), Volume 7, Issue 1Article No.: 2, Pages 1–17https://doi.org/10.1145/3651295The ability to model and predict the execution time of GPU computations is crucial for real-time graphics application development and optimization. While there are many existing methodologies for graphics programmers to provide such estimates, those ...
- research-articleFebruary 2024
A Multi-Modal Attention-Based Approach for Points of Interest Detection on 3D Shapes
IEEE Transactions on Visualization and Computer Graphics (ITVC), Volume 31, Issue 3Pages 1698–1712https://doi.org/10.1109/TVCG.2024.3368767Identifying points of interest (POIs) on the surface of 3D shapes is a significant challenge in geometric processing research. The complex connection between POIs and their geometric descriptors, combined with the small percentage of POIs on the shape, ...
- research-articleJanuary 2024
Semi-Supervised 3D Shape Segmentation via Self Refining
IEEE Transactions on Image Processing (TIP), Volume 33Pages 2044–2057https://doi.org/10.1109/TIP.2024.33742003D shape segmentation is a fundamental and crucial task in the field of image processing and 3D shape analysis. To segment 3D shapes using data-driven methods, a fully labeled dataset is usually required. However, obtaining such a dataset can be a ...
- research-articleDecember 2023
Fast-MSX: Fast Multiple Scattering Approximation
- Enrique Rosales,
- Fatemeh Teimury,
- Joshua Horacsek,
- Aria Salari,
- Xuebin Qin,
- Adi Bar-Lev,
- Xiaoqiang Zhe,
- Ligang Liu
SA '23: SIGGRAPH Asia 2023 Conference PapersArticle No.: 11, Pages 1–9https://doi.org/10.1145/3610548.3618231Classical microfacet theory suffers from energy loss on materials with high roughness due to the single bounce assumption of most microfacet models. When roughness is high, there is a large chance of multiple scattering occurring among the microfacets ...
- research-articleDecember 2023
Efficient Cone Singularity Construction for Conformal Parameterizations
ACM Transactions on Graphics (TOG), Volume 42, Issue 6Article No.: 235, Pages 1–13https://doi.org/10.1145/3618407We propose an efficient method to construct sparse cone singularities under distortion-bounded constraints for conformal parameterizations. Central to our algorithm is using the technique of shape derivatives to move cones for distortion reduction ...
- research-articleDecember 2023
Online Scene CAD Recomposition via Autonomous Scanning
ACM Transactions on Graphics (TOG), Volume 42, Issue 6Article No.: 251, Pages 1–16https://doi.org/10.1145/3618339Autonomous surface reconstruction of 3D scenes has been intensely studied in recent years, however, it is still difficult to accurately reconstruct all the surface details of complex scenes with complicated object relations and severe occlusions, which ...