swalpa

3D-HyperGAMO

cDCP

A Matlab implementation of the paper "A Complete Dual-Cross Pattern for Unconstrained Texture Classification"

Classification-of-Hyperspectral-Image

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

Fractal-Ubsp

Fractal Image Compression Using Upper Bound on Scaling Parameter

FuSENet

A keras based implementation of FuSENet as in paper "Fused Squeeze-and-Excitation Network for Spectral-Spatial Hyperspectral Image Classification"

G2C-Conv3D-HSI

PyTorch implementation of the paper - Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution

JetTexton

A Matlab implementation of the paper "Unconstrained Texture Classification Using Efficient Jet Texton Learning".

LDZP

A Matlab implementation of the paper "Local Directional ZigZag Pattern: A Rotation Invariant Descriptor for Texture Classification"

LiSHT

This is a Keras implementation of the paper "LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks" - https://arxiv.org/abs/1901.05894

S3EResBoF

A keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Features Learning for Hyperspectral Classification"

swalpa/G2C-Conv3D-HSI

PyTorch implementation of the paper - Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution

swalpa/S3EResBoF

A keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Features Learning for Hyperspectral Classification"

swalpa/FuSENet

A keras based implementation of FuSENet as in paper "Fused Squeeze-and-Excitation Network for Spectral-Spatial Hyperspectral Image Classification"

swalpa/cDCP

A Matlab implementation of the paper "A Complete Dual-Cross Pattern for Unconstrained Texture Classification"

swalpa/JetTexton

A Matlab implementation of the paper "Unconstrained Texture Classification Using Efficient Jet Texton Learning".

swalpa/3D-HyperGAMO

swalpa/Hyperspectral-Image-Classification

swalpa/old-portfolio

swalpa/swalpa.github.io

swalpa/A2S2K-ResNet

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

swalpa/Adversarial-Example-Attack-and-Defense

This repository contains the rough implementation of three adversarial example attack methods and one defense against all using MNIST dataset.

swalpa/bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network.

swalpa/BCDU-Net

BCDU-Net : Medical Image Segmentation

swalpa/Best-Deep-Learning-Optimizers

Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable

swalpa/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

swalpa/CSANet

CSANet: Cross-Temporal Interaction Symmetric Attention Network for Hyperspectral Image Change Detection

swalpa/DeepLearning

swalpa/feature-extraction-ds4g-tutorial

swalpa/FGN-ZSL

swalpa/GAN-implementations

swalpa/HSI-Traditional-to-Deep-Models

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

swalpa/hunspell

High-Performance Stemmer, Tokenizer, and Spell Checker for R

swalpa/IEEE_TGRS_MUNet

Multimodal Hyperspectral Unmixing: Insights from Attention Networks

swalpa/KELMOR

A Python Implementation of Kernel Extreme Learning Machine for Ordinal Regression

swalpa/LMP

A Matlab implementation of the paper "Local Morphological Pattern: A Scale Space Shape Descriptor for Texture Classification"

swalpa/Multimodal-Remote-Sensing-Toolkit

A python tool to perform deep learning experiments on multimodal remote sensing data.

swalpa/mustang

swalpa/PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

swalpa/pytorch_active_learning

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

swalpa/U-KAN

[ArXiv' 24] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation