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DIP's Projects

gtf icon gtf

Infrared and visible image fusion via gradient transfer and total variation minimization

harp icon harp

Data harmonization toolset for scientific earth observation data

hed icon hed

code for Holistically-Nested Edge Detection

hed-rcf-cuda icon hed-rcf-cuda

Pre-configured CUDA 9.0 version for HED (Holistically-Nested Edge Detection) and RCF (Richer Convolutional Features for Edge Detection) projects

heterogeneous_cd icon heterogeneous_cd

This repository contains the software developed for the project of Heterogeneous Change Detection in Remote Sensing Images.

howtotrainyourmamlpytorch icon howtotrainyourmamlpytorch

The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.

htp icon htp

Tools for High-Throughput Phenotyping

iaug_cdnet icon iaug_cdnet

Official Pytorch Implementation of Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images.

icassp19 icon icassp19

Public repository for the paper "Learning Sound Event Classifiers from Web Audio with Noisy Labels"

icnet icon icnet

Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration

icnet-1 icon icnet-1

Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration

identifying-mislabelled-instances icon identifying-mislabelled-instances

Partial implementation of the algorithm proposed by F. Muhlenbach et al to identify and remove mislabelled instances of noisy datasets (label noise)

ieee_tgrs_j-slol icon ieee_tgrs_j-slol

Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot. Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning, IEEE TGRS, 2020.

ieee_tgrs_mdl-rs icon ieee_tgrs_mdl-rs

Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang. More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification, IEEE TGRS, 2020.

iic icon iic

TensorFlow Implementation of https://arxiv.org/abs/1807.06653

iic-1 icon iic-1

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

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