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jizhihang's Projects

helit icon helit

My machine learning/computer vision library for all of my recent papers, plus algorithms that I just like.

hesaff icon hesaff

Hessian Affine detector with SIFT descriptor, CMP implementation

hex_graph icon hex_graph

Implementation of Hierarchy-Exclusion Graph (HEX Graph), D. Jia et al, Large-Scale Object Classification using Label Relation Graphs, in ECCV 2014

hfa_release icon hfa_release

The implementation for heterogeneous feature augmentation (HFA)

hmm icon hmm

Python Hidden Markov Models framework

hmm-hidden-markov-model icon hmm-hidden-markov-model

This code implements the following Hidden Markov Model algorithms: Forward, Backward, Viterbi, and Baum-Welch (aka Forward-Backward) algorithms. It uses linear algebra instead of loops where possible for performance improvements, and also uses log-probabilities for calculations to prevent numerical underflow.

hmmlearn icon hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

homogeneous_coordinates_in_3d icon homogeneous_coordinates_in_3d

Project from Math 214, Linear Algebra at the University of Michigan. This repo includes the final writeup, code, and some images

hsi-classification icon hsi-classification

Hyperspectral image classification with varies image processing and machine learning methods.

hsog icon hsog

A Novel Local Image Descriptor based on Histograms of the Second Order Gradients

htmlwriter icon htmlwriter

A very basic MATLAB utility to dump results into HTML files.

icassp15_emotion icon icassp15_emotion

This reoisitory contains the program assiciated with the paper with ID SPTM-P8.5 at IEEE ICASSP 2015 - Sparsity and Optimization session. A pre-print paper is available at http://arxiv.org/abs/1410.1606.

ihog___good icon ihog___good

A tool to visualize feature spaces commonly used in object detection.

ils icon ils

Image Labeling System

im-seg icon im-seg

Image segmentation using conditional random fields.

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