Blind Geometric Distortion Correction on Images Through Deep Learning
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Updated
Sep 28, 2022 - Python
Blind Geometric Distortion Correction on Images Through Deep Learning
Preprocessing of diffusion MRI
📷 Lens distortion correction for Python, a wrapper for lensfun
The official code for “Geometric Representation Learning for Document Image Rectification”, ECCV, 2022.
Distortion correction of diffusion weighted MRI without reverse phase-encoding scans or field-maps
Camera calibration with sub-pixel accuracy: https://discorpy.readthedocs.io/
Official repository for "Tangent Images for Mitigating Spherical Distortion," CVPR 2020
Corrects perspective aberrations in wide-angle portraits. Implementation of the paper "Distortion-Free Wide-Angle Portraits on Camera Phones". Course project for 15-663 Computational Photography.
Synthetic BOLD images for distortion correction of fMRI without additional calibration scans
Distributed data processing routines for multidimensional photoemission spectroscopy (MPES)
Open-source eddy-current and head-motion correction for dMRI.
Distortion, turbulance, wobble, warp, or heat haze removal for VapourSynth.
Python library for multi-echo distortion correction
Eddeep - Fast eddy-current distortion correction for diffusion MRI with deep learning.
Distortion correction with high-accuracy for lens-based detector systems
The official code for "DaFIR: Distortion-Aware Representation Learning for Fisheye Image Rectification", TCSVT, 2023.
Software pipeline to identify lane boundaries from a video streaming from a front-facing camera on a car using color transform and gradient
Camera calibration using Zhang's method.
This project is to detect lanes in a video or image and project the results on the output. advanced math and image processing including openCV was used to finish the project.
Official repository for "FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI"
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