AI Tracking Solution for Any PTZ Cameras

A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]

Horizon Detection or Sky segmentation

This repository contains the nine hundred sky segmentation datasets and the sky segmentation model provided by us.

Object detection, 3D detection, and pose estimation using center point detection:

Source code and datadset for "Deep learning algorithm for feature matching of cross modality remote sensing images"

Techniques for deep learning with satellite & aerial imagery

An image registration method using convolutional neural network features.

Code release for "COTR: Correspondence Transformer for Matching Across Images"(ICCV 2021)

Transformer Tracking (CVPR2021)

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

ICCV2023: Boosting 3-DoF Ground-to-Satellite Camera Localization Accuracy via Geometry-Guided Cross-View Transformer

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

Content-Aware Unsupervised Deep Homography Estimation

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Source Code for Paper "OrienterNet Visual Localization in 2D Public Maps with Neural Matching"

[NeurIPS 2023] Fine-Grained Cross-View Geo-Localization Using a Correlation-Aware Homography Estimator

This is the open source implementation of the CVPR2022 paper "Iterative Deep Homography Estimation"

Official repository for TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image …

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

A multi-stage road extraction method for surface and centerline detection

Convolutional Cross-View Pose Estimation

[CVPR'23] Cross-View Camera Pose Estimation

Official repository for VIGOR : Cross-View Image Geo-localization beyond One-to-one Retrieval

CVPR2022 "Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite Image"

Code for RK-Net