sanwen211314 Goto Github PK

hyperspectral-knn-classification

This work contains KNN classification of Hyperspectral Satellite Images using the given groundtruth and finding success rate of the method. You can download the hypersectral images using the link below :http://www.ehu.eus/ccwintco/index.php?title=Hyperspectral_Remote_Sensing_Scenes&redirect=no#Pavia_University_scene

hyperspectral-lgf

Recreation of work done by Liao et. al. in the paper "Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph"

hyperspectral_classification_rmg

Matlab code for our JARS18 paper "Spectral and spatial classification of hyperspectral image based on random multi-graphs"

hyperspectral_classification_spbl

The matlab code for the paper "Sea ice classification from hyperspectral images based on self-paced boost learning"

hyperspectral_classification_tgrs2014_epf-ifr

MALAB code for the paper "Spectral-spatial hyperspectral image classification with edge-preserving filtering" IEEE TGRS 2014

hyperspectral_data_simulation

Multiple instance learning bag generation code using data from the ECOSTRESS Spectral Library V1.0.

hyperspectral_image_clustering

Classification of the homogeneous regions in a hyperspectral image - Project for the Clustering Algorithms course (Fall 2019) at the UoA (MSc in Data Science)

hyperspectral_image_denoising

Very efficient and effective hyperspectral denoising implementation.

hyperspectral_unmixing

matlab GUI tool for acquiring Bio-chemical parameters from satellite image

hyperspectral_unmixing_icassp_2018

This toolbox allows to perform unmixing on hyperspectral data with a Proximal Interior Point Algorithm (PIPA).

hyperspectral_unmixing_project

hyperspectralsparseunmixing

Sparsity Measure based Library Aided Unmixing of Hyperspectral Data

hyperspectraltoolbox

HyperSpectral Matlab Toolbox forked from Sourceforge

hyperspectyral-change-detection-tdrd

Three-Order Tucker Decomposition and Reconstruction Detector for Unsupervised Hyperspectral Change Detection

hysure

HySure is an algorithm to fuse hyperspectral remote sensing images with either multispectral or panchromatic ones.

ibtsvt

Iterative block tensor singular value thresholding for extraction of low rank component of image data

ibtsvt_code

the code is for the paper IBTSVT

iccct-2019

icml10

MATLAB scripts to reproduce the results of our ICML 2010 paper

idbp-cnn-ia

Super-Resolution via Image-Adapted Denoising CNNs: Incorporating External and Internal Learning

ieee_jstsp_sulora

SULoRA: Danfeng Hong, Xiaoxiang Zhu. Subspace Unmixing with Low-Rank Attribute Embedding for Hyperspectral Data Analysis, IEEE JSTSP, 2018.

ieee_tgrs_secode

Matlab code of the TGRS paper entitled "Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing".

iin-code

Iterative-scheme Inspired Network for Impulse Noise Removal

iisc-matrixcompletion

BTP on matrix completion done at IISC, Bangalore

image-denoising

In this project, Image Denoising is considered for two cases. The first one is additive Gaussian noise while the second one is speckle noise. Our approach is based on wavelet transform (Donoho's approach).

image-denoising-1

Noise Reduction in Images using Wavelet Shrinkage with Soft Thresholding

image-fusion

Deep Learning-based Image Fusion: A Survey

image-processing-datasets

Image processing datasets (brightening, color enhancement, inpainting, denoising, dehazing, deblurring, and deraining)

image-processing-scripts

Graph-cut segmentation and T-point threshold

image-rain_snow-removal

Project done towards completion of course Digital Image Processing