Kai Xu

Orcid: 0000-0002-9054-0216

Affiliations:
  • National University of Defense Technology, Changsha, China
  • Shenzhen VisuCA Key Lab / SIAT, China


According to our database1, Kai Xu authored at least 155 papers between 2006 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Learning accurate template matching with differentiable coarse-to-fine correspondence refinement.
Comput. Vis. Media, April, 2024

Surface Reconstruction from Point Clouds via Grid-based Intersection Prediction.
CoRR, 2024

Deep Tiny Network for Recognition-Oriented Face Image Quality Assessment.
Proceedings of the Computational Visual Media - 12th International Conference, 2024

DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
MIPS-Fusion: Multi-Implicit-Submaps for Scalable and Robust Online Neural RGB-D Reconstruction.
ACM Trans. Graph., December, 2023

EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection.
Comput. Vis. Media, December, 2023

RayMVSNet++: Learning Ray-Based 1D Implicit Fields for Accurate Multi-View Stereo.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Learning Physically Realizable Skills for Online Packing of General 3D Shapes.
ACM Trans. Graph., October, 2023

GeoTransformer: Fast and Robust Point Cloud Registration With Geometric Transformer.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

CasViGE: Learning robust point cloud registration with cascaded visual-geometric encoding.
Comput. Aided Geom. Des., July, 2023

ASRO-DIO: Active Subspace Random Optimization Based Depth Inertial Odometry.
IEEE Trans. Robotics, April, 2023

Learning to Detect 3D Symmetry From Single-View RGB-D Images With Weak Supervision.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

6DOF pose estimation of a 3D rigid object based on edge-enhanced point pair features.
Comput. Vis. Media, February, 2023

On learning the right attention point for feature enhancement.
Sci. China Inf. Sci., January, 2023

Active hand-eye calibration via online accuracy-driven next-best-view selection.
Vis. Comput., 2023

Delving Into Crispness: Guided Label Refinement for Crisp Edge Detection.
IEEE Trans. Image Process., 2023

Polyhedral Surface: Self-supervised Point Cloud Reconstruction Based on Polyhedral Surface.
CoRR, 2023

SuperUDF: Self-supervised UDF Estimation for Surface Reconstruction.
CoRR, 2023

2D3D-MATR: 2D-3D Matching Transformer for Detection-free Registration between Images and Point Clouds.
CoRR, 2023

Tensorformer: Normalized Matrix Attention Transformer for High-quality Point Cloud Reconstruction.
CoRR, 2023

Decoupled Diffusion Models with Explicit Transition Probability.
CoRR, 2023

S4R: Self-Supervised Semantic Scene Reconstruction from RGB-D Scans.
CoRR, 2023

NIFT: Neural Interaction Field and Template for Object Manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

SOCS: Semantically-aware Object Coordinate Space for Category-Level 6D Object Pose Estimation under Large Shape Variations.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PlaneRecTR: Unified Query Learning for 3D Plane Recovery from a Single View.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Weakly-supervised Single-view Image Relighting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NEF: Neural Edge Fields for 3D Parametric Curve Reconstruction from Multi-View Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

BUFFER: Balancing Accuracy, Efficiency, and Generalizability in Point Cloud Registration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Deep Graph-based Spatial Consistency for Robust Non-rigid Point Cloud Registration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Multi-Resolution Monocular Depth Map Fusion by Self-Supervised Gradient-Based Composition.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Multi-view 2D-3D alignment with hybrid bundle adjustment for visual metrology.
Vis. Comput., 2022

Learning high-DOF reaching-and-grasping via dynamic representation of gripper-object interaction.
ACM Trans. Graph., 2022

Computational Object-Wrapping Rope Nets.
ACM Trans. Graph., 2022

Autonomous Outdoor Scanning via Online Topological and Geometric Path Optimization.
IEEE Trans. Intell. Transp. Syst., 2022

ARM3D: Attention-based relation module for indoor 3D object detection.
Comput. Vis. Media, 2022

STEdge: Self-training Edge Detection with Multi-layer Teaching and Regularization.
CoRR, 2022

Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level Supervision.
CoRR, 2022

Learning practically feasible policies for online 3D bin packing.
Sci. China Inf. Sci., 2022

Learning Efficient Online 3D Bin Packing on Packing Configuration Trees.
Proceedings of the Tenth International Conference on Learning Representations, 2022

RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Geometric Transformer for Fast and Robust Point Cloud Registration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

RIM-Net: Recursive Implicit Fields for Unsupervised Learning of Hierarchical Shape Structures.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Decoupling Makes Weakly Supervised Local Feature Better.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DisARM: Displacement Aware Relation Module for 3D Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Fusion Multiple Kernel K-means.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
ROSEFusion: random optimization for online dense reconstruction under fast camera motion.
ACM Trans. Graph., 2021

Reinforcement Learning-Based Visual Navigation With Information-Theoretic Regularization.
IEEE Robotics Autom. Lett., 2021

Towards Target-Driven Visual Navigation in Indoor Scenes via Generative Imitation Learning.
IEEE Robotics Autom. Lett., 2021

Potential Convolution: Embedding Point Clouds into Potential Fields.
CoRR, 2021

Hausdorff point convolution with geometric priors.
Sci. China Inf. Sci., 2021

3DRM: Pair-wise relation module for 3D object detection.
Comput. Graph., 2021

StablePose: Learning 6D Object Poses From Geometrically Stable Patches.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning Fine-Grained Segmentation of 3D Shapes Without Part Labels.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Online 3D Bin Packing with Constrained Deep Reinforcement Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
SymmetryNet: learning to predict reflectional and rotational symmetries of 3D shapes from single-view RGB-D images.
ACM Trans. Graph., 2020

New Formulation of Mixed-Integer Conic Programming for Globally Optimal Grasp Planning.
IEEE Robotics Autom. Lett., 2020

One Point is All You Need: Directional Attention Point for Feature Learning.
CoRR, 2020

Learning Canonical Shape Space for Category-Level 6D Object Pose and Size Estimation.
CoRR, 2020

Weakly Supervised Part-wise 3D Shape Reconstruction from Single-View RGB Images.
Comput. Graph. Forum, 2020

Learning Generative Models of 3D Structures.
Comput. Graph. Forum, 2020

Deep Differentiable Grasp Planner for High-DOF Grippers.
Proceedings of the Robotics: Science and Systems XVI, 2020

PIE-NET: Parametric Inference of Point Cloud Edges.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Siamese Dynamic Mask Estimation Network for Fast Video Object Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Fusion-Aware Point Convolution for Online Semantic 3D Scene Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Canonical Shape Space for Category-Level 6D Object Pose and Size Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

AdaCoSeg: Adaptive Shape Co-Segmentation With Group Consistency Loss.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

NeoNav: Improving the Generalization of Visual Navigation via Generating Next Expected Observations.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Learning Part Generation and Assembly for Structure-Aware Shape Synthesis.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Learning Discriminative 3D Shape Representations by View Discerning Networks.
IEEE Trans. Vis. Comput. Graph., 2019

VERAM: View-Enhanced Recurrent Attention Model for 3D Shape Classification.
IEEE Trans. Vis. Comput. Graph., 2019

GRAINS: Generative Recursive Autoencoders for INdoor Scenes.
ACM Trans. Graph., 2019

Multi-robot collaborative dense scene reconstruction.
ACM Trans. Graph., 2019

Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets.
IEEE Trans. Knowl. Data Eng., 2019

Recurrent 3D attentional networks for end-to-end active object recognition.
Comput. Vis. Media, 2019

Reinforcement Learning based Visual Navigation with Information-Theoretic Regularization.
CoRR, 2019

Visual Navigation by Generating Next Expected Observations.
CoRR, 2019

Globally Optimal Joint Search of Topology and Trajectory for Planar Linkages.
CoRR, 2019

CoSegNet: Deep Co-Segmentation of 3D Shapes with Group Consistency Loss.
CoRR, 2019

Active Scene Understanding via Online Semantic Reconstruction.
Comput. Graph. Forum, 2019

Generating Grasp Poses for a High-DOF Gripper Using Neural Networks.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Rescan: Inductive Instance Segmentation for Indoor RGBD Scans.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Generative Models of 3D Structures.
Proceedings of the 40th Annual Conference of the European Association for Computer Graphics, 2019

PartNet: A Recursive Part Decomposition Network for Fine-Grained and Hierarchical Shape Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Shape2Motion: Joint Analysis of Motion Parts and Attributes From 3D Shapes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Spatiotemporal CNN for Video Object Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
SCORES: shape composition with recursive substructure priors.
ACM Trans. Graph., 2018

Semi-Supervised Co-Analysis of 3D Shape Styles from Projected Lines.
ACM Trans. Graph., 2018

Creating and chaining camera moves for quadrotor videography.
ACM Trans. Graph., 2018

Learning to group and label fine-grained shape components.
ACM Trans. Graph., 2018

Object-aware guidance for autonomous scene reconstruction.
ACM Trans. Graph., 2018

Foreword to the Special Issue on CAD/Graphics 2017.
Comput. Graph., 2018

Caging Loops in Shape Embedding Space: Theory and Computation.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction.
Proceedings of the Computer Vision - ECCV 2018, 2018

Im2Struct: Recovering 3D Shape Structure From a Single RGB Image.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Shape Detection from Raw LiDAR Data with Subspace Modeling.
IEEE Trans. Vis. Comput. Graph., 2017

Deformation-driven shape correspondence via shape recognition.
ACM Trans. Graph., 2017

GRASS: generative recursive autoencoders for shape structures.
ACM Trans. Graph., 2017

Autonomous reconstruction of unknown indoor scenes guided by time-varying tensor fields.
ACM Trans. Graph., 2017

Preface.
J. Comput. Sci. Technol., 2017

Data-Driven Shape Analysis and Processing.
Comput. Graph. Forum, 2017

Data-Driven Sparse Priors of 3D Shapes.
Comput. Graph. Forum, 2017

Surface reconstruction with data-driven exemplar priors.
Comput. Aided Des., 2017

2016
3D attention-driven depth acquisition for object identification.
ACM Trans. Graph., 2016

An efficient and effective convolutional auto-encoder extreme learning machine network for 3d feature learning.
Neurocomputing, 2016

Skeleton-guided 3D shape distance field metamorphosis.
Graph. Model., 2016

Recurrent 3D Attentional Networks for End-to-End Active Object Recognition in Cluttered Scenes.
CoRR, 2016

Space-Time Co-Segmentation of Articulated Point Cloud Sequences.
Comput. Graph. Forum, 2016

Mobility Fitting using 4D RANSAC.
Comput. Graph. Forum, 2016

CustomCut: On-demand Extraction of Customized 3D Parts with 2D Sketches.
Comput. Graph. Forum, 2016

Data-driven contextual modeling for 3D scene understanding.
Comput. Graph., 2016

Volumetric spatial transformer network for object recognition.
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016 - Posters, 2016

Data-driven shape analysis and processing.
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016 - Courses, 2016

2015
Deformation-driven topology-varying 3D shape correspondence.
ACM Trans. Graph., 2015

Autoscanning for coupled scene reconstruction and proactive object analysis.
ACM Trans. Graph., 2015

Skeleton-Intrinsic Symmetrization of Shapes.
Comput. Graph. Forum, 2015

Projective Feature Learning for 3D Shapes with Multi-View Depth Images.
Comput. Graph. Forum, 2015

Lightweight wrinkle synthesis for 3D facial modeling and animation.
Comput. Aided Des., 2015

2014
Erratum to: AB3D: action-based 3D descriptor for shape analysis.
Vis. Comput., 2014

AB3D: action-based 3D descriptor for shape analysis.
Vis. Comput., 2014

Topology-varying 3D shape creation via structural blending.
ACM Trans. Graph., 2014

Organizing heterogeneous scene collections through contextual focal points.
ACM Trans. Graph., 2014

Creature grammar for creative modeling of 3D monsters.
Graph. Model., 2014

3D Shape Segmentation and Labeling via Extreme Learning Machine.
Comput. Graph. Forum, 2014

Data-driven visual computing.
Proceedings of the SIGGRAPH Asia 2014 Courses, Shenzhen, China, December 3-6, 2014, 2014

2013
Layered analysis of irregular facades via symmetry maximization.
ACM Trans. Graph., 2013

Co-hierarchical analysis of shape structures.
ACM Trans. Graph., 2013

vKASS: a surgical procedure simulation system for arthroscopic anterior cruciate ligament reconstruction.
Comput. Animat. Virtual Worlds, 2013

Skeleton-based intrinsic symmetry detection on point clouds.
Graph. Model., 2013

Curve skeleton extraction by coupled graph contraction and surface clustering.
Graph. Model., 2013

Sketch-to-Design: Context-Based Part Assembly.
Comput. Graph. Forum, 2013

Consolidation of Low-quality Point Clouds from Outdoor Scenes.
Comput. Graph. Forum, 2013

Full-body geometry and motion capture from a single depth camera.
Proceedings of the SIGGRAPH Asia 2013, 2013

Fast cutting simulations with underlying lattices.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

2012
Fit and diverse: set evolution for inspiring 3D shape galleries.
ACM Trans. Graph., 2012

Multi-scale partial intrinsic symmetry detection.
ACM Trans. Graph., 2012

Sketch-to-Design: Context-based Part Assembly
CoRR, 2012

Curve Skeleton Extraction by Graph Contraction.
Proceedings of the Computational Visual Media - First International Conference, 2012

2011
Photo-inspired model-driven 3D object modeling.
ACM Trans. Graph., 2011

Symmetry Hierarchy of Man-Made Objects.
Comput. Graph. Forum, 2011

2010
Style-content separation by anisotropic part scales.
ACM Trans. Graph., 2010

Non-rigid Registration in 3D Implicit Vector Space.
Proceedings of the SMI 2010, 2010

2009
Partial intrinsic reflectional symmetry of 3D shapes.
ACM Trans. Graph., 2009

Feature-aligned shape texturing.
ACM Trans. Graph., 2009

Dynamic harmonic fields for surface processing.
Comput. Graph., 2009

Quality encoding for tetrahedral mesh optimization.
Comput. Graph., 2009

An Adaptive Octree Textures Painting Algorithm.
Proceedings of the IEEE International Conference on Systems, 2009

2008
2D shape deformation based on rigid square matching.
Comput. Animat. Virtual Worlds, 2008

A Survey of Methods for Moving Least Squares Surfaces.
Proceedings of the Eurographics / IEEE VGTC Symposium on Volume and Point-Based Graphics, 2008

An Error-Resilient Arithmetic Coding Algorithm for Compressed Meshes.
Proceedings of the International Conference on Cyberworlds 2008, 2008

2007
A Mesh Meaningful Segmentation Algorithm Using Skeleton and Minima-Rule.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

2006
A simple and stable feature-preserving smoothing method for contours-based reconstructed meshes.
Proceedings of the 4th International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2006, Kuala Lumpur, Malaysia, November 29, 2006

A mass-spring model for surface mesh deformation based on shape matching.
Proceedings of the 4th International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2006, Kuala Lumpur, Malaysia, November 29, 2006


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