GeoProj
by xiaoyu258
Blind Geometric Distortion Correction on Images Through Deep Learning
AI summary
Image distortion correction
A deep learning-based approach to correcting geometric distortions in images
- stars
- 192
- forks
- 55
- watching
- 6
Similar projects
Found by comparing what the projects do, not just their names.
Image Blender
An algorithm for blending two images together to create realistic high-resolution images
Image correction tool
A software framework for removing rolling shutter effects from images by leveraging neural networks and correlation calculations
fyu/dilation782
Image segmentation framework
This project provides a deep learning framework implementing dilated convolutions for semantic image segmentation
Image processor
Software for processing spherical images with distortion correction
Image Deblurring Algorithm
This project develops a deep learning-based image deblurring algorithm using iterative upsampling network architecture
View transformer
This project focuses on manipulating 3D views using deep learning techniques.
Image deblurring and frame interpolation algorithm
Develops algorithms to restore sharp images from blurry ones and interpolate missing frames in video sequences with improved accuracy
Image deconvolution optimizer
An implementation of deep learning-based optimization method for image deconvolution, which improves the quality of blurry images by generating new blur kernels.
Deconvolution algorithm
A MATLAB implementation of a deep learning-based deconvolution algorithm using generalized low-rank approximation for image restoration.
Image generator
Implementation of a deep learning model for generating high-quality images with improved stability and variation.
Image recognition toolkit
Pre-trained models and code for fine-tuning image recognition tasks using deep learning frameworks
Change Detection
Automatically inferring 2D and 3D change detection maps from bitemporal optical images without relying on DSMs.
Attribution tool
A PyTorch implementation of attributing the impact of inputs on deep neural network outputs
Image deblurring method
Deblurring technique developed using machine learning and signal processing algorithms to restore images from blurry conditions.
Image correction library
A Python project that uses IMU data to correct rolling shutter distortion in single-view images
