BZ-2019's repositories
dsnt
An unofficial Tensorflow implementation of the DSNT layer, as taken from the paper "Numerical Coordinate Regression with Convolutional Neural Networks".
OSMNet
Trained model and test code for high resolution optical and SAR image matching
Feature-Matching-and-Position-Matching-between-Optical-and-SAR
Using Deep learning to locate the Synthetic Aperture Radar(SAR) images to the counterpart of Optical images.
d2-net
D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
tensorflow-windows-wheel
Tensorflow prebuilt binary for Windows
vision
Datasets, Transforms and Models specific to Computer Vision
sosnet_match
This is an implementation of CVPR 2019 accepted paper "SOSNet: Second Order Similarity Regularization for Local Descriptor Learning" , and because of the training process was not public, I will try to follow with my understanding and using it into our dataset.
SOMatch
A Framework for Deep Learning-based Sparse SAR-Optical Image Matching
Pytorch-SiamFC
Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"
hardnet
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
hpatches-dataset
HPatches: Homography-patches dataset.
hpatches-benchmark
Python & Matlab code for local feature descriptor evaluation with the HPatches dataset.
SOSNet-1
Pretrained pytorch model for the SOSNet descriptor [CVPR 2019]
robust_matching_network_on_remote_sensing_imagery_pytorch
A Robust Matching Network for Gradually Estimating Geometric Transformation on Remote Sensing Imagery
cnn-matching
Source code and datadset for "A Heterogeneous Remote-Sensing Image Matching Method Based on Deep Learning Feature"
SarOpticImageMatching
Our "Visual Saliency Aided SAR and Optic Image Matching" papaer's code
cvpr15deepcompare
Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"
SOSNet
Pretrained pytorch model for the SOSNet descriptor [CVPR 2019]
DeepMatch
Metric/Embedding learning using (convolutional) neural network with application to keypoint matching, stereo matching, image retrival, etc
torch7
http://torch.ch
H-Net
H-Net: Neural Network for Cross-domain Image Patch Matching
SiameseFC-tf
Tensorflow implementation of both training and evaluation process of SiameseFC from Luca's paper: https://www.robots.ox.ac.uk/~luca/siamese-fc.html
PN-Net
reproduce paper PN-Net:Conjoined Triplet Deep Netwprk for Learning Local Image Descriptor
TS-Net
TS-Net: Combining Modality Specific and Common Features for Multimodal Patch Matching
DeepCD
[ICCV17] DeepCD: Learning Deep Complementary Descriptors for Patch Representations
L2-Net
Code and mode for CVPR 2017 paper "L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space"
lcsis
Learning cross-spectral similarity measures with deep convolutional neural networks code
SAR-POTDF
Patch Ordering based SAR Image Despeckling via Transform-Domain Filtering
lutorpy
Use torch in python for deep learning.