Popular GitHub Repositories for Local Features

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

Joint Deep Matcher for Points and Lines ????? (ICCV 2023)

Open Source Graph Neural Net Based Pipeline for Image Matching

UKPGAN: A General Self-Supervised Keypoint Detector (CVPR2022)

MODS with external deep descriptors/detectors

Face Spoofing Detection Using Texture Analysis

We propose a novel targeted adversarial attack for multiple well-known handcrafted pipelines and datasets. Our attack is able to match an image with any given target image which can be completely different from the original image. Our approach provides a trade-off between effectiveness and imperceptibility, and outperforms the baselines on both metrics