alijamaliz / deepF_noCorrs

# Deep Fundamental Matrix Estimation without Correspondences

DeepFMatrix

Try to use Deep Learning to obtain fundamental matrices.

References:

Stereo Image Estimation

DeMoN(CVPR 2017)

H-Matrix Estimation

Deep Image Homography Estimation

Cascaded Lucas-Kanade Networks(CVPR2017)

Direct Regression of H-Matrix

Camera Pose Estimation

VINet

Relative Camera Pose Estimation

PosNet

Geometrics Matching

CNN for Geo-Matching

for training the model:

run the file single_fnet.py
the arguments to be specified are mentioned in the same file.