STUDY_LOVE_2018's repositories
ImageCategorization-Matlab
An image categorization application in Matlab
suspiciousactivitydetector
This is the MATLAB code for the paper, "Autonomous UAV for Suspicious Action Detection using Pictorial Human Pose Estimation and Classification" published in published in Electronic Letters on Computer Vision and Image Analysis.
trendminer-clustering
Spectral clustering work done for D3.2.1
Tutorial_AutoEncoders
Tutorial code for Auto-Encoders, implementing Marc'Aurelio Ranzato's Sparse Encoding Symmetric Machine and testing it on the MNIST handwritten digits data.
Random-Forest-Matlab
A Random Forest implementation for MATLAB. Supports arbitrary weak learners that you can define.
AnomalyDetectionInAviationData
This is a class Project done to partially satisfy the requirements for the course CSCI 5525 - Machine Learning @ UMN.
TSTH
simple background subtraction algorithm that combines temporal and spatio-temporal information
NLCF
matlab code for the paper Nonnegative Local Coordinate Factorization for Image Representation
RGBD_Particle_Filter_Tracker
Enhancing Probabilistic Appearance-Based Object Tracking with Depth Information: Multiple Object Tracking under Occlusion
LASSO-Solver-OMP-Cpp
This package implements Orthonogal Matching Pursuit algorithm (OMP) approach as a famous LASSO solver, and this program is written in C++ assisted by LAPACK.
crowdsim
Crowd simulation (social force, multiple agents...)
gp_cholqr
code for "Efficient Optimization for Sparse Gaussian Process Regression"
SceneClassification
16720f13 hw2. Spatial Pyramid Matching for Scene Classification via Bag of Words method.
matlab-toolboxes
Contains all my Matlab toolboxes.
MasterThesis
Contains code and documentation for my Master Thesis "Semisupervised Methods in Condition Monitoring" at the University Freiburg
knfst
Kernel Null Foley-Sammon Transform for Novelty Detection
interaction
Supporting code for the trajectory clustering project.
image_bof_llc
Implementation of the bag-of-features (BoF) representation for images with Locality-constrained Linear Coding and Spatial Pyramid Matching
GKLT
The binary code of generalized KLT tracker
action-recognition
CS676 course project
pli-toolbox
A MATLAB Toolbox for Probabilistic Learning and Inference