More related work and datasets

[lhaippp]

Hi chicleee,

Thanks for the great job in advance.

To the best of my knowledge, I believe the repository lacks certain deep-homography and optical flow based methods and datasets.

Including, but not limited to:

Traditional Homography Method (perhaps 'Semi-dense'?)

• calibration-free rolling shutter removal ICCP 2012 code

Deep Homography Methods (perhaps 'Semi-dense'?)

• Content-Aware Unsupervised Deep Homography Estimation ECCV2020
• Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection ICCV2021
• Unsupervised Homography Estimation with Coplanarity-Aware GAN CVPR2022
• DeepOIS: Gyroscope-Guided Deep Optical Image Stabilizer Compensation TCSVT
• GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning Arxiv

Deep Optical Flow Methods (Dense?)

• GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning ICCV2021
• GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning Arxiv
• UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning CVPR2020
• OIFlow: Occlusion-Inpainting Optical Flow Estimation by Unsupervised Learning TIP

Datasets

• CAHomo which is widely used in unsupervised homogaphy estimation
• GHOF which supports both homography and optical flow evaluation along with IMU sensor data
• GF4 which supports homography evaluation

[chicleee]

Sorry for getting back to you late. This is a great addition to this list, and I am currently reading the papers you mentioned. Thank you for sharing :)