BZ-2019

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"

SiameseNet

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.