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awesome-computational-photography

A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.

cnpy

library to read/write .npy and .npz files in C/C++

cofsm

Paper: an executable program of "Multi-modal Remote Sensing Image Matching Considering Co-occurrence Filter" .

cvpr21-deep-lucas-kanade-homography

A generic pipeline to align multimodal image pairs from different sensors by extending Lucas-Kanade on feature maps. CVPR2021

gary_lsd

Matlab_Line_Segement_Detector

hunanmultimodaldataset

A multimodal (i.e., Sentinel-2, Sentinel-1, and SRTM) remote sensing dataset in Hunan, China.

image-registration

Image registration algorithm. Includes SIFT, SAR-SIFT,PSO-SIFT.

image_matching_datasets

loftr

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021

ms-hlmo

复现论文MS-HLMO: Multi-scale Histogram of Local Main Orientation for Remote Sensing Image Registration

multi-modality-image-matching-database-metrics-methods

11

multi-step-deformable-registration

multiscale-attention-patch-matching

mytinystl

Achieve a tiny STL in C++11

phog

Pyramid Histogram of Gradients descriptor implemented in both C++ and Python

point-set-matching-registration-material

A list of point set matching/registration resources collected by Gang Wang

pyslam

pySLAM contains a monocular Visual Odometry (VO) pipeline in Python. It supports many modern local features based on Deep Learning.

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

sift3d

Analogue of the scale-invariant feature transform (SIFT) for three-dimensional images. Includes an image processing and linear algebra library with feature matching and RANSAC regression. Also includes IO functions supporting a variety of image formats.

smsld

Repository for the SMSLD descriptor