Awesome-Image-Distortion-Correction

Image distortion correction

A curated collection of resources and research papers on handling rolling shutter effects and radial distortions in images and videos.

A curated list of resources on handling Rolling Shutter effects and Radial Distortions

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calibrationcamerasdistortion-correctionmotionradial-distortionrolling-shutter-camerasrolling-shutter-images

Rolling-shutter-Effects / Single-Image
From bows to arrows: Rolling shutter rectification of urban scenes
Unrolling the shutter: Cnn to correct motion distortions
Rolling Shutter Correction in Manhattan World
A Robust Method for Strong Rolling Shutter Effects Correction Using Lines With Automatic Feature Selection
Minimal solvers for monocular rolling shutter compensation under ackermann motion
Learning Structure-And-Motion-Aware Rolling Shutter Correction
Project Page
Deep End-to-End Rolling Shutter Rectification
Learning Rolling Shutter Correction from Real Data without Camera Motion Assumption
Code 18 over 3 years ago
Invisible Perturbations: Physical Adversarial Examples Exploiting the Rolling Shutter Effect
Invisible Perturbations: Physical Adversarial Examples Exploiting the Rolling Shutter Effect
They See Me Rollin': Inherent Vulnerability of the Rolling Shutter in CMOS Image Sensors

Rolling-shutter-Effects / Multi-image/Video
Geometric models of rolling-shutter cameras
Rolling shutter distortion correction
Affine motion based cmos distortion analysis and cmos digital image stabilization
Cmos digital image stabilization
Suppressing rollingshutter distortion of cmos image sensors by motion vector detection
Analysis and compensation of rolling shutter effect
Removing rolling shutter wobble
Rectifying rolling shutter video from hand-held devices
Project page & Datatset
Automatic video deshearing for skew sequences captured by rolling shutter cameras
Digital video stabilization and rolling shutter correction using gyroscopes
Rolling shutter distortion removal based on curve interpolation
Calibration-free rolling shutter removal
Code 8 over 1 year ago
Rolling shutter bundle adjustment
Global optimization of object pose and motion from a single rolling shutter image with automatic 2d-3d matching
Efficient video rectification and stabilisation for cell-phones
Rolling Shutter Camera Calibration
Bundled camera paths for video stabilization
Street view motion-from-structure-from-motion
Rolling shutter stereo
A Unified Rolling Shutter and Motion Blur Model for 3D Visual Registration
R6p-rolling shutter absolute camera pose
Rolling shutter motion deblurrin
Rolling Shutter Super-Resolution
High Quality Structure From Small Motion for Rolling Shutter Cameras
Dense Continuous-Time Tracking and Mapping With Rolling Shutter RGB-D Cameras
A minimal solution to the rolling shutter pose estimation problem
An affine motion model for removing rolling shutter distortions
Sparse to dense 3d reconstruction from rolling shutter images
Rolling Shutter Absolute Pose Problem With Known Vertical Direction
Rolling Shutter Camera Relative Pose: Generalized Epipolar Geometry
Degeneracies in rolling shutter sfm
Camera Shutter-Independent Registration and Rectification
Self-Calibration-Based Approach to Critical Motion Sequences of Rolling-Shutter Structure From Motion
Rrd-slam: Radial-distorted rolling-shutter direct slam
Code 46 about 8 years ago
Rolling-shutter aware differential sfm and image rectification
Dataset ,
Robustified SfM with Rolling-Shutter Camera Using Straightness Constraint
Rolling Shutter and Radial Distortion Are Features for High Frame Rate Multi-Camera Tracking
Occlusion-Aware Rolling Shutter Rectification of 3D Scenes
Rolling Shutter Pose and Ego-motion Estimation using Shape-from-Template
Direct sparse odometry with rolling shutter
Linear solution to the minimal absolute pose rolling shutter problem
Rolling shutter camera absolute pose
Code
From two rolling shutters to one global shutter
Deep shutter unrolling network
Code 45 6 months ago
Rolling shutter homography and its applications
Image Stitching and Rectification for Hand-Held Cameras
Simultaneous Video Stabilization and Rolling Shutter Removal
Rolling-Shutter-Stereo-Aware Motion Estimation and Image Correction
Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes
Code 88 over 1 year ago
Sunet: symmetric undistortion network for rolling shutter correction
Code 22 over 2 years ago
Inverting a rolling shutter camera: bring rolling shutter images to high framerate global shutter video
Code 35 over 1 year ago
Context-Aware Video Reconstruction for Rolling Shutter Cameras
Code 31 over 2 years ago
Learning Adaptive Warping for Real-World Rolling Shutter Correction
Code 27 6 months ago
Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature
Code 12 over 2 years ago
Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
Code 52 8 months ago
Combining Internal and External Constraints for Unrolling Shutter in Videos
Code 8 over 2 years ago
Joint Video Rolling Shutter Correction and Super-Resolution

Radial-Distortions
Simultaneous linear estimation of multiple view geometry and lens distortion
Robust Line-Based Calibration of Lens Distortion from a Single View
Parameter-free radial distortion correction with center of distortion estimation
Calibration of cameras with radially symmetric distortion
A simple method of radial distortion correction with centre of distortion estimation
A minimal solution to radial distortion autocalibration
Automatic Radial Distortion Estimation from a Single Image
Automatic radial distortion estimation from a single image
Radial distortion self-calibration
Auto-rectification of user photos
Radial distortion correction from a single image of a planar calibration pattern using convex optimization
Auto- matic lens distortion correction using one-parameter division models
Radial lens distortion correction using cascaded one-parameter division model
Lens Distortion Rectification using Triangulation based Interpolation
Line-based multi-label energy optimization for fisheye image rectification and calibration
Radial lens distortion correction using convolutional neural networks trained with synthesized images
Unsupervised Vanishing Point Detection and Camera Calibration from a Single Manhattan Image with Radial Distortion
Parameter-free Lens Distortion Calibration of Central Cameras
Automatic correction of perspective and optical distortions
Pixel-variant Local Homography for Fisheye Stereo Rectification Minimizing Resampling Distortion
Rectification from Radially-Distorted Scales
Radially-Distorted Conjugate Translations
FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification
Semantic Segmentation of Fisheye Images
Radial lens distortion correction by adding a weight layer with inverted foveal models to convolutional neural networks
DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time
Distortion-Free Wide-Angle Portraits on Camera Phones
Project Page
Learning to calibrate straight lines for fisheye image rectification
Blind geometric distortion correction on images through deep learning
Code 187 about 2 years ago
Deep Single Image Camera Calibration with Radial Distortion
Fast and Robust Differential Relative Pose Estimation With Radial Distortion

Text-Distortions
Robust Scene Text Recognition with Automatic Rectification
Code
MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition
Code 636 4 months ago
ESIR: End-to-end Scene Text Recognition via Iterative Image Rectification
Arbitrary Shape Scene Text Detection with Adaptive Text Region Representation
Towards Robust Curve Text Detection with Conditional Spatial Expansion
Symmetry-constrained Rectification Network for Scene Text Recognition

Other forms of distortions
Unsupervised Intrinsic Calibration from a Single Frame Using a "Plumb-Line" Approach
Deep View Morphing
Project Page 6 over 7 years ago
Fingerprint Distortion Rectification using Deep Convolutional Neural Networks
Distortion-aware CNNs for Spherical Images
Project Page 1 about 5 years ago
GridFace: Face Rectification via Learning Local Homography Transformations
CNN-based Fisheye Image Real-Time Semantic Segmentation
Restoration of Non-rigidly Distorted Underwater Images using a Combination of Compressive Sensing and Local Polynomial Image Representations
Code 23 about 5 years ago

Datasets
Robust Scene Text Recognition with Automatic Rectification
Dataset
Rolling-shutter aware differential sfm and image rectification
Dataset
Parameterized Synthetic Image Data Set for Fisheye Lens
Dataset
Learning to calibrate straight lines for fisheye image rectification
Deep shutter unrolling network
Dataset 45 6 months ago
Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes
Dataset 88 over 1 year ago
Learning Adaptive Warping for Real-World Rolling Shutter Correction
Dataset 27 6 months ago

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