Faculty

Institution

Unit

Venue

Xiaohu Guo

Full Professor

University of Texas at Dallas

Affiliations

Erik Jonsson School of Engineering and Computer Science

Computer Science

Xiaohu Guo is currently serving as a Computer Science Full Professor at University of Texas At Dallas.

Honors

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Experiences

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Education

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Xiaohu Guo

University of Texas at Dallas

Full Professor

You can click a keyword to filter the displayed items

computer science computer vision machine learning geometric modeling 3d computer vision applied mathematics neuroscience visualization deep learning neurology pattern recognition machine vision computer graphics computer-aided design computational geometry multiple sclerosis computational imaging computational visualization 3d modeling human-computer interaction cancer imaging 3d vision immersive technologies haptic technologies image registration biomedical imaging computer animation visual computing gpu computing neuroradiology respiratory medicine geometric learning surface modeling brain imaging 3d imaging surface processing numerical simulations geometry processing visualization (graphics) shape modeling 3d user interaction motion capture clinical neuroscience clinical neurology medial axis transform information technology neurosurgery neurorehabilitation shape analysis steganography multimedia security 3d object recognition disease classification morphing structure physically based animation model compression brain lesion white matter centroidal voronoi tessellation manifold surfaces real-time meshless deformation feature preservation restricted power diagram parameterized surfaces point-sampled surfaces deformable objects deformable models shape matching single view images gpu-assisted computation information visualization graphic interface visual science solid modeling applications harmonic volumetric mapping implicit attribute learning

Notable Scholarly Works

Notable Federal Grants

Collaborators

CWF: Consolidating Weak Features in High-Quality Mesh Simplification. ACM Transactions on Graphics (2024)

Rui XuLongdu LiuNingna WangShuangmin ChenShiqing XinXiaohu GuoZichun ZhongTaku KomuraWenping WangChanghe Tu

computer scienceconsolidating weak featurescomputer graphicscomputer visionmodel compressionhigh-quality mesh simplificationgeometric modelingmachine learning

DRSM: Efficient Neural 4D Decomposition for Dynamic Reconstruction in Stationary Monocular Cameras. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024)

Weixing XieXiao DongYong YangQiqin LinJingze ChenJunfeng YaoXiaohu Guo

neural computationcomputer visiondeep learningdigital imagingdynamic reconstructionneurosciencecomputational imagingstationary monocular camerasneural engineeringmachine visionmotion analysismachine learning

Dr 2: Disentangled Recurrent Representation Learning for Data-Efficient Speech Video Synthesis. 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024)

Chenxu ZhangChao WangYifan ZhaoShuo ChengLinjie LuoXiaohu Guo

computer sciencedeep learning

MATTOPO: Topology-Preserving Medial Axis Transform With Restricted Power Diagram. ACM Transactions on Graphics (2024)

Ningna WangHui HuangShibo SongBin WangWenping WangXiaohu Guo

computer sciencetopologyapplied mathematicsrestricted power diagram

NASM: Neural Anisotropic Surface Meshing. (2024)

Hongbo LiHaikuan ZhuSikai ZhongNingna WangCheng LinXiaohu GuoShiqing XinWenping WangJing HuaZichun Zhong

surface processingneural engineeringneuroscience

SURGICALGAUSSIAN: Deformable 3D Gaussians for High-Fidelity Surgical Scene Reconstruction. arXiv (Cornell University) (2024)

Xie, WeixingYao, JunfengCao, XianpengLin, QiqinTang, ZeruiDong, XiaoGuo, Xiaohu

3d reconstruction3d printing3d computer visiongeometric modelingapplied mathematics

Computational Design of Wiring Layout on Tight Suits With Minimal Motion Resistance. (2023)

Kai WangXiaoyu XuYinping ZhengDa ZhouShihui GuoYipeng QinXiaohu Guo

computational engineeringminimal motion resistancemechanical engineeringelectrical engineeringcomputational designtight suits

Globally Consistent Normal Orientation for Point Clouds by Regularizing the Winding-Number Field. ACM Transactions on Graphics (2023)

Rui XuZhiyang DouNingna WangShiqing XinShuangmin ChenMingyan JiangXiaohu GuoWenping WangChanghe Tu

graphic interfacecomputer sciencewinding-number fieldcomputer graphicscomputer visiongraphicscomputer graphic techniqueconsistent normal orientationdesignreal-time computer graphicsgeometric modelingvisualization

Layered-Garment Net: Generating Multiple Implicit Garment Layers From a Single Image. Lecture notes in computer science (2023)

Alakh AggarwalJikai WangSteven HogueSaifeng NiMadhukar BudagaviXiaohu Guo

computer sciencesingle imagedeep learningcomputational imaginglayered-garment netimage analysismachine learning

POINT2MM: Learning Medial Mesh From Point Clouds. Computers & Graphics (2023)

Mengyuan GeJunfeng YaoBaorong YangNingna WangZhonggui ChenXiaohu Guo

computer science3d visioncomputer graphicsgeometric learning3d modelingcomputer visiondeep learningcomputational geometry3d computer visionlearning medial meshcomputer-aided design3d object recognitiongeometric modelingpattern recognitionart

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Xiaohu Guo

Full Professor

University of Texas at Dallas

Affiliations

Erik Jonsson School of Engineering and Computer Science

Computer Science

Xiaohu Guo is currently serving as a Computer Science Full Professor at University of Texas At Dallas.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Xiaohu Guo

University of Texas at Dallas

Full Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

CWF: Consolidating Weak Features in High-Quality Mesh Simplification. ACM Transactions on Graphics (2024)

Rui XuLongdu LiuNingna WangShuangmin ChenShiqing XinXiaohu GuoZichun ZhongTaku KomuraWenping WangChanghe Tu

computer scienceconsolidating weak featurescomputer graphicscomputer visionmodel compressionhigh-quality mesh simplificationgeometric modelingmachine learning

Weixing XieXiao DongYong YangQiqin LinJingze ChenJunfeng YaoXiaohu Guo

Dr 2: Disentangled Recurrent Representation Learning for Data-Efficient Speech Video Synthesis. 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024)

Chenxu ZhangChao WangYifan ZhaoShuo ChengLinjie LuoXiaohu Guo

computer sciencedeep learning

MATTOPO: Topology-Preserving Medial Axis Transform With Restricted Power Diagram. ACM Transactions on Graphics (2024)

Ningna WangHui HuangShibo SongBin WangWenping WangXiaohu Guo

computer sciencetopologyapplied mathematicsrestricted power diagram

NASM: Neural Anisotropic Surface Meshing. (2024)

Hongbo LiHaikuan ZhuSikai ZhongNingna WangCheng LinXiaohu GuoShiqing XinWenping WangJing HuaZichun Zhong

surface processingneural engineeringneuroscience

SURGICALGAUSSIAN: Deformable 3D Gaussians for High-Fidelity Surgical Scene Reconstruction. arXiv (Cornell University) (2024)

Xie, WeixingYao, JunfengCao, XianpengLin, QiqinTang, ZeruiDong, XiaoGuo, Xiaohu

3d reconstruction3d printing3d computer visiongeometric modelingapplied mathematics

Computational Design of Wiring Layout on Tight Suits With Minimal Motion Resistance. (2023)

Kai WangXiaoyu XuYinping ZhengDa ZhouShihui GuoYipeng QinXiaohu Guo

computational engineeringminimal motion resistancemechanical engineeringelectrical engineeringcomputational designtight suits

Globally Consistent Normal Orientation for Point Clouds by Regularizing the Winding-Number Field. ACM Transactions on Graphics (2023)

Rui XuZhiyang DouNingna WangShiqing XinShuangmin ChenMingyan JiangXiaohu GuoWenping WangChanghe Tu

Layered-Garment Net: Generating Multiple Implicit Garment Layers From a Single Image. Lecture notes in computer science (2023)

Alakh AggarwalJikai WangSteven HogueSaifeng NiMadhukar BudagaviXiaohu Guo

computer sciencesingle imagedeep learningcomputational imaginglayered-garment netimage analysismachine learning

POINT2MM: Learning Medial Mesh From Point Clouds. Computers & Graphics (2023)

Mengyuan GeJunfeng YaoBaorong YangNingna WangZhonggui ChenXiaohu Guo

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