danilkuzin / Spatio-Temporal-Structured-Sparse-Regression-With-Hierarchical-Gaussian-Process-Priors
The code for the paper "Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors" by Danil Kuzin, Olga Isupova, and Lyudmila Mihaylova in IEEE Transactions on Signal Processing (2018).
☆13Updated 6 years ago
Alternatives and similar repositories for Spatio-Temporal-Structured-Sparse-Regression-With-Hierarchical-Gaussian-Process-Priors:
Users that are interested in Spatio-Temporal-Structured-Sparse-Regression-With-Hierarchical-Gaussian-Process-Priors are comparing it to the libraries listed below
- Matlab implementation of the Bayesian Fuzzy Clustering algorithms. See related paper, doi: 10.1109/TFUZZ.2014.2370676☆25Updated 5 years ago
- Gaussian mixture implementation of the Discrete-Gamma Cardinalized Probability Hypothesis Density filter☆11Updated 6 years ago
- Baum, Marcus, and Uwe D. Hanebeck. "Shape tracking of extended objects and group targets with star-convex RHMs." 14th International Confe…☆11Updated 3 years ago
- ☆24Updated 7 years ago
- Matlab implementation of the DENSTREAM algorithm for Doppler target radar☆15Updated 5 years ago
- A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning☆38Updated 5 years ago
- Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the tempora…☆38Updated 6 years ago
- matlab code for convex optimization based tensor decomposition (completion/denoising)☆44Updated 10 years ago
- To implement movement and background segmentation in this regard, a novel solution of obtaining the movement of people and complex backgr…☆14Updated 3 years ago
- Metu-Sensor-Fusion-Lab / Multi-Ellipsoidal-Extended-Target-Tracking-with-Variational-Bayes-Inference☆9Updated 2 years ago
- Distributed variational Bayesian algorithms over sensor networks☆12Updated 7 years ago
- ☆17Updated 3 years ago
- I implemented the fllowing article by Matlab.Refrence:Oh T H, Matsushita Y, Tai Y W, et al. Fast Randomized Singular Value Thresholding f…☆27Updated 6 years ago
- Nonlinear Sigma-Point Kalman Filters based on Bayesian Quadrature☆13Updated 3 years ago
- tracking related☆13Updated 7 years ago
- Matlab/Octave toolbox for nonconvex optimization☆50Updated 8 years ago
- ☆12Updated 3 years ago
- ☆12Updated 2 years ago
- ☆19Updated 2 years ago
- state estimation for UAV, variational Bayesian adaptive Kalman filter, state augmentation.☆10Updated 2 years ago
- Algorithm: adaptive kalman filter, variational bayesian approximation, unknown process noise covariance.☆27Updated 3 years ago
- This is the Matlab code for the paper: "Minimization of transformed L1 penalty: theory, difference of convex function algorithm, and robu…☆12Updated 6 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆53Updated 6 years ago
- EnKF in Matlab for a system of two PDEs modeling burglar behavior (model of Short et al.)☆12Updated 7 years ago
- Markov Chain Monte Carlo Data Association for Multi-Target Tracking☆40Updated 4 years ago
- Implementations of some multi-object trackers based on random finite set theory☆10Updated last year
- Riemannian stochastic optimization algorithms: Version 1.0.3☆64Updated 2 years ago
- Implementations of the multi-target PMBM and MBM filters for coexisting point and extended targets☆16Updated 2 years ago
- Bayesian Smoothing for the Extended Object Random Matrix Model☆13Updated 5 years ago
- Scalable sparse Bayesian learning for large CS recovery problems☆23Updated 3 years ago