cslearngo's repositories
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.
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
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