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Search results for matlab svm

73 search results found

Voc Dpm ⭐ 539

Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website.

Exemplarsvm ⭐ 407

Ensemble of Exemplar-SVMs for Object Detection and Beyond

Ml Course ⭐ 168

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

Machinelearningex ⭐ 159

Coursera上斯坦福大学的机器学习编程作业——Andrew Ng

Matlabsamples ⭐ 58

🧐 Matlab Samples 👽 keep updating

Face Liveness Detection ⭐ 53

Face Liveness Detection in C++ and MATLAB.

11k Hands ⭐ 52

Two-stream CNN for gender classification and biometric identification using a dataset of 11K hand images.

Incremental Svm Learning In Matlab ⭐ 50

This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kernel parameter perturbation presented in "SVM Incremental Learning, Adaptation, and Optimization" by Christopher Diehl and Gert Cauwenberghs.

Kaggle Eeg ⭐ 49

Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.

Hog Pedestrian Detector ⭐ 46

MATLAB implementation of a basic HOG + SVM pedestrian detector.

Liquidsvm ⭐ 45

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-s

One-Class SVM implementations for temporal segmentation of human activities

Imageretrieval ⭐ 41

Content Based Image Retrieval Techniques (e.g. knn, svm using MatLab GUI)

Patternrecognition_matlab ⭐ 39

Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixt

Hyperspectral Image Target Detection Based On Sparse Representation ⭐ 36

Hyperspectral image Target Detection based on Sparse Representation

Glcm Svm ⭐ 35

提取图像的灰度共生矩阵（GLCM），根据GLCM求解图像的概率特征，利用特征训练SVM分类器，对目标

Facerecognition ⭐ 31

Face recognition written in MATLAB. This code implements Fisher's Discriminant Analysis and SVMs using LIBSVM.

Action_recognition ⭐ 30

Action Recognition & Categories via Spatial-Temporal Features

Bci_toolbox ⭐ 29

Classification toolbox for ERP and SSVEP based BCI data

Audio_steganalysis_ml ⭐ 27

Audio steganalysis based on traditional handcrafted features design.

Binorg_decoding ⭐ 27

Bin-Organized Decoding (edit Bae&Luck, 2018).

Gdlibrary ⭐ 27

Matlab library for gradient descent algorithms: Version 1.0.1

This is the page for the book Digital Signal Processing with Kernel Methods.

Bcfwstruct ⭐ 25

Block-Coordinate Frank-Wolfe Optimization for Structural SVMs

Altoolbox ⭐ 23

MATLAB Active Learning Toolbox for Remote Sensing

Yan Prtools ⭐ 19

Yet ANother pattern recognition matlab toolbox

Eeg_classifier ⭐ 19

A general matlab framework for EEG data classification

102flower Training ⭐ 18

机器学习练习，使用SVM、随机森林、Adaboost算法训练 102 flower 训练集得到特征提取

Fast Furious ⭐ 16

code (R, Matlab/Octave), models and meta-models I needed in my Machine Learning Lab but I didn't found on the shelf

Deepretinalclassification ⭐ 16

3-Class Retinal Classification via Deep Network Features and SVM Classifier (Academic Research Use)

River_ice_segmentation ⭐ 15

River ice segmentation with deep learning

Svm Classifier ⭐ 13

Example code for how to write an SVM classifier in MATLAB

Hyplinear ⭐ 13

MATLAB implementation of linear support vector classification in hyperbolic space

proportion-SVM (pSVM, $\propto$SVM) for learning with label proportions

Multiclass Classification Using Svm ⭐ 12

2016nlpcc_stance_detection ⭐ 11

This is our solution for NLPCC2016 shared task: Detecting Stance in Chinese Weibo (Task A)

Imageclassification ⭐ 11

Image Classification using SVM, Neural Networks etc.

[ICML 2019] A Robust Meta-Algorithm for Stochastic Optimization

Event Related Desynchronization ⭐ 10

Motor imagery EEG classifier for my master's thesis.

Simplemkl ⭐ 10

SimpleMKL Toolbox from http://asi.insa-rouen.fr/enseignants/~arakoto/code

Pr Impwork ⭐ 10

This is some implements of pattern classificaion course including perceptron,relaxation procedure,MSE,Fisher,Ho-kashyap,SVM,KNN

Optical Comm Ml ⭐ 9

Machine learning for optical communication over a dispersive fiber

Rmi Svm Iccv2015 ⭐ 9

Traffic_sign_recognition ⭐ 9

Recognize traffic sign using Histogram of Oriented Gradients (HOG) and Colorspace based features. Support Vector Machines (SVM) is used for classifying images.

Matlab/Octave Machine Learning Toolbox for Brain-Computer Interfaces

Alfasvmlib ⭐ 9

ALFASVMLib - A Matlab library for adversarial label flip attacks against SVMs

MATLAB implementation of DAG SVM

Mysvm Matlab ⭐ 8

Here is my implementation of Support Vector Machine (SVM) & Transductive SVM (TSVM) using MATLAB.

Transfer_ijcv ⭐ 8

This is the release code and model for submission of Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images

Jpeg Mbfdf Forensics ⭐ 7

JPEG Forgery Detection and Localization with Mode-based First Digit Features

Food Recognition ⭐ 7

final project for MAE 345: Robotics -- food classifier from photo with neural net

Face_recognition ⭐ 7

Matlab code for face recognition (CS229 Course Project).

Imageclassification ⭐ 7

Different Classifiers on Images

Hbm_dyslexia_classification ⭐ 7

Matlab codes for our paper on Human Brain Mapping. Nested linear SVM & logistic classification (inner cross validation for P threshold selection, outer cross validation for classifier evaluation).

Fmri_mvpa ⭐ 7

Multi-Voxel Pattern Analysis (whole-brain searchlight) using Support Vector Machine Classification & Regression

Image Splicing Detection ⭐ 7

Project is about detecting spliced images using extracted features of image and SVM classifier.

Matlab implementation of the EM and MCMC algorithm for SVMs as introduced in the paper "Data augmentation for support vector machines"

Face Recognition_svm_src ⭐ 6

Practice of two Pattern Recognition methods. Face Recognition based on SVM and SRC.

Paddy Leaf Disease Detection Using Svm Classifier ⭐ 6

Paddy Leaf Disease Detection Using SVM Classifier - Matlab Code

X Ray Classification ⭐ 6

Classify various radiology images into respective categories.Being done using various shape and texture features for feature extraction and SVM for classification.

Hyperdimensional Computing for Electromyography-based Hand Gesture Recognition

License Plate Character Recognition ⭐ 6

基于MATLAB的车牌字符识别

Faceattributeclassifier ⭐ 6

This project implements an attributed classification using features from the VGG face recognizer and linear SVMs.

Computational Diabetic Retinopathy Detection ⭐ 6

Computational Detection of Diabetic Retinopathy in Retinal Image Scans.

Featureselect ⭐ 6

Awesome Svm ⭐ 6

A curated list of awesome Support Vector Machines(SVM) frameworks, libraries and softwares

Vision Based Fixed Wing Landing ⭐ 6

This research uses computer vision and machine learning for implementing a fixed-wing-uav detection technique for vision based net landing on moving ships. A rudimentary technique using SIFT descriptors, Bag-of-words and SVM classification was developed during the study.

Multiclasssvm ⭐ 6

Svm Facial Recognition ⭐ 5

MATLAB Implementation of the SVM and Eigenface/Fishcerface Algorithms for Facial Recognition.

Asl Gesture Recognition ⭐ 5

Fingerspelling and word prediciton using american sign language gestures

Recursive_feature_elimination ⭐ 5

Recursive Feature Elimination for MATLAB's "fitcsvm" SVM classifier, based on the method by Guyon et al.

A NOVEL BLIND IMAGE QUALITY ASSESSMENT METHOD BASED ON REFINED NATURAL SCENE STATISTICS

The program of the algorithm

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