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GRS's Projects

classifiers icon classifiers

Maximum Entropy and Hidden Markov Model classifiers

classtering icon classtering

Classtering: Bayesian parametric model for semi-supervised learning

cliquenet icon cliquenet

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

cloud_stats icon cloud_stats

Python library to calculate the cloud cover rate from Landsat 8 scenes metadata.

cloudless icon cloudless

Deep learning pipeline for orbital satellite data for detecting clouds

clrs icon clrs

:notebook:Solutions to Introduction to Algorithms

clsparse icon clsparse

a software library containing Sparse functions written in OpenCL

clusteranalysis icon clusteranalysis

K-Means++(HCM), Fuzzy C-Means(FCM), Hierarchical Clustering, DBscan

cml icon cml

Constrained Manifold Learning for Hyperspectral Imagery Visualization

cmvs-pmvs icon cmvs-pmvs

This software (CMVS) takes the output of a structure-from-motion (SfM) software as input, then decomposes the input images into a set of image clusters of managable size. An MVS software can be used to process each cluster independently and in parallel, where the union of reconstructions from all the clusters should not miss any details that can be otherwise obtained from the whole image set. CMVS should be used in conjunction with an SfM software Bundler and an MVS software PMVS2 (PMVS version 2).

cnn-matlab icon cnn-matlab

this project is rewrited based on the matlab deep learning tool box.used for learning cnn.

cnn-mrf-v1 icon cnn-mrf-v1

This is a modified version of the code for Hyperspectral image classification using CNN (Post-processing code is written in python).

cnn3d_medical icon cnn3d_medical

3D Convolutional neural network for medical image segmentation

cnniqa icon cnniqa

CVPR2014-Convolutional neural networks for no-reference image quality assessment

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