bz-2019 Goto Github PK

cnn-matching

Source code and datadset for "A Heterogeneous Remote-Sensing Image Matching Method Based on Deep Learning Feature"

cvpr15deepcompare

Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"

d2-net

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

deep-patchmatch

Pre-trained models for our CVPR 2016 paper: "Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions"

deepcd

[ICCV17] DeepCD: Learning Deep Complementary Descriptors for Patch Representations

deepdesc-release

Code for the ICCV 2015 paper "Discriminative Learning of Deep Convolutional Feature Point Descriptors"

deepmatch

Metric/Embedding learning using (convolutional) neural network with application to keypoint matching, stereo matching, image retrival, etc

dsnt

An unofficial Tensorflow implementation of the DSNT layer, as taken from the paper "Numerical Coordinate Regression with Convolutional Neural Networks".

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.

h-net

H-Net: Neural Network for Cross-domain Image Patch Matching

hardnet

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

hpatches-benchmark

Python & Matlab code for local feature descriptor evaluation with the HPatches dataset.

hpatches-dataset

HPatches: Homography-patches dataset.

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

lutorpy

Use torch in python for deep learning.

matchnet

osmnet

Trained model and test code for high resolution optical and SAR image matching

pn-net

reproduce paper PN-Net:Conjoined Triplet Deep Netwprk for Learning Local Image Descriptor

pnnet

Conjoined Triple Deep Network for Learning Local Image Descriptors

pytorch-siamfc

Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"

robust_matching_network_on_remote_sensing_imagery_pytorch

A Robust Matching Network for Gradually Estimating Geometric Transformation on Remote Sensing Imagery

sar-potdf

Patch Ordering based SAR Image Despeckling via Transform-Domain Filtering

saropticimagematching

Our "Visual Saliency Aided SAR and Optic Image Matching" papaer's code

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

siamesenet

somatch

A Framework for Deep Learning-based Sparse SAR-Optical Image Matching

sosnet

Pretrained pytorch model for the SOSNet descriptor [CVPR 2019]

sosnet-1

Pretrained pytorch model for the SOSNet descriptor [CVPR 2019]

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.