Pinned Repositories
BayFit
Multidimensional Ellipsoid Fitting (TPAMI 2024)
CircleDetection
circle detection, inscribed triangles, image processing, Hough transform
CrossModReg
CVPR24_PointSetReg
[CVPR2024 (highlight)], Nonrigid registration, unsupervised clustering analysis
DSMO.course
Data Science and Matrix Optimization course
EllipDet
Ellipse detection datasets and algorithms
EM-epsilon-
加速EM算法的两种方法,用R编写。
GraphReg
Dynamical Point Cloud Registration with Geometry-aware graph signal processing
HGMMEllFit
Robust ellipse fitting, hierarchical Gaussian mixture models (HGMM), outliers, noise.
review-deep-learning-uncertainty
Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.
zikai1's Repositories
zikai1/DSMO.course
Data Science and Matrix Optimization course
zikai1/3D-Machine-Learning
A resource repository for 3D machine learning
zikai1/2D-3D-matching
Registration of 2D images with 3D point clouds
zikai1/Circle-detection
Circle detection/circle detector by arc-support line segments. The source code for IEEE ICIP paper.
zikai1/ClassifierToolbox
A MATLAB toolbox for classifier: Version 1.0.7
zikai1/CPD-Net
Coherent Point Drift Networks: Unsupervised Learning of Non-Rigid Point Set Registration (CPD-Net). Lingjing Wang, Xiang Li, Jianchun Chen, Yi Fang.
zikai1/ease-multimodel_brain_reg
EM-Assisted Sources Extraction
zikai1/ED_Lib
Implementations of edge (ED, EDColor, EDPF), line (EDLines), circle and low eccentric ellipse (EDCircles) detection algorithms.
zikai1/EM_aligner
A set of tools to assist in aligning (registering) large numbers of EM images into a coherent image volume in two and three dimensions.
zikai1/exercise_cifar-10
exercise-cifar-10
zikai1/eyeLike
A webcam based pupil tracking implementation.
zikai1/GFC
Gaussian Field Consensus: A Robust Nonparametric Matching Method For Outlier Rejection (PR 2018)
zikai1/gmmreg
Implementations of the robust point set registration algorithm described in "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645. For a Python implementation, please refer to http://github.com/bing-jian/gmmreg-python.
zikai1/GPLmkBDMatch
A Matlab implementation accompanying the paper "Gaussian Process Landmarking on Manifolds".
zikai1/ImageStitching-Robust_Elastic_Warping
source codes for Parallax-Tolerant Image Stitching Based on Robust Elastic Warping
zikai1/Medical-image-registration-Resources
Medical image registration related books, tutorials, papers, datasets, toolboxes and deep learning open source codes
zikai1/nricp-nonrigid-point-registration
Matlab implementation of non-rigid iterative closest point
zikai1/numpy-ml
Machine learning, in numpy
zikai1/PIPL
(P)oint cloud registration (I)nspired by (P)hysics (L)aws framework
zikai1/Point-cloud-registration
点云配准入门知识
zikai1/PossibilisticCMeans
Implementation of Fuzzy C-Means and Possibilistic C-Means
zikai1/primitive_fitting_3d
Fitting 3D parameterized volumetric primitives to 3D point clouds
zikai1/pTVreg
Deformable image registration (alignment) toolbox
zikai1/pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
zikai1/registration
Image Registration
zikai1/so3_learning
Learning deep probabilistic estimates of SO(3)
zikai1/SPFN
zikai1/tnt
an abstraction to train neural networks
zikai1/UrbanReg
Experiments on point cloud data registration
zikai1/vtkplotter
A python class for scientific visualization of 3D objects with VTK