zhu-xlab Goto Github PK

2016-ieee-data-fusion-context

Mou and Zhu, Spatiotemporal Scene Interpretation of Space Videos via Deep Neural Network And Tracklet Analysis, 2016 IEEE GRSS Data Fusion Contest.

a-relation-augmented-fully-convolutional-network-for-semantic-segmentation-in-aerial-scenes

Mou et al., A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes, CVPR 2019, accepted.

adaptive-morphology-filter

adaptmatch

This is official code of "AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images," IEEE-TGRS, 2023

aio2

Official implementation of TGRS paper - AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation

augsburg_multimodal_data_set_mdas

benchmark-of-streetview-image-of-individual-building-instance

Kang et al., Building instance classification using street view images, ISPRS Journal of Photogrammetry and Remote Sensing, 145, 44-59, 2018.

biomassuq

Data used in the paper "Biomass Estimation and Uncertainty Quantification from Tree Height".

busy-parking-lot-dataset---vehicle-detection-in-uav-video

L. Mou and X. X. Zhu, "Vehicle instance segmentation from aerial image and video using a multi-task learning residual fully convolutional network," IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 11, pp. 6699-6711, 2018.

chatearthnet

cobra

Charting Outlines by Recurrent Adaptation – A Deep Contour Detector developed for Charting Greenland's Glacier Calving Fronts.

cross-citydtl

ddm-former

decur

DeCUR: decoupling common and unique representations for multimodal self-supervised learning.

deep-recurrent-neural-networks-for-hyperspectral-image-classification

Mou et al., Deep Recurrent Neural Networks for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 55(7), 3639-3655, 2017.

dino-mm

Self-supervised vision transformers for joint SAR-optical representation learning

dofa

Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

dsen2-cr

Contains code and other material related to the DSen2-CR network for de-clouding Sentinel-2 images.

era-dataset

A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos

fgmae

Feature guided masked Autoencoder for self-supervised learning in remote sensing

floodcast

floodcast_large-scale-flood

Code for Water Research paper "Large-scale flood modeling and forecasting with FloodCast"

floodcastbench

forestformer

glacier_pinn

Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.

globalobm

hed-unet

Simultaneous Semantic Segmentation and Edge Detection

htc-dc-net

Official Implementation of submitted TGRS paper "HTC-DC Net: A Network for Monocular Height Estimation from Single Remote Sensing Images"

j-sparsefi

Zhu et al., Exploiting Joint Sparsity for Pan-sharpening – the J-SparseFI Algorithm. IEEE Transactions on Geoscience and Remote Sensing 54(5), 2664-2681, 2016.

land_consumption