thin-plate-splines 开源项目推荐（20 个）

WarBean /tps_stn_pytorch

使用薄板样条（TPS）的空间变换网络（STN）的 PyTorch 实现

verlab /DALF_CVPR_2023

DALF is a joint image keypoint detector and descriptor for handling non-rigid deformations. It also works great under large rotations.

verlab /DEAL_NeurIPS_2021

PyTorch implementation of the descriptor DEAL presented at NeurIPS 2021 "Extracting Deformation-Aware Local Features by Learning to Deform".

vaipatel /morphops

Geometric Morphometrics in Python

sarathknv /tps

Interactive thin-plate spline interpolation

rserdarkara-hash /monolith

A research-grade tool for comprehensive spatial and descriptive analysis of soils.

cuixing158 /Robust-Elastic-Warping

"Parallax-Tolerant Image Stitching Based on Robust Elastic Warping" paper implementation

sgaure /chebpol

Source code for R package chebpol on CRAN

davidqkelly /ThinPlateSpline_DotNet

C# / .NET wrapper for thin plate spline interpolation based on Peter Stroia-Williams C++ implementation

sakshikakde /FaceSwap

Python code to swap faces from images and videos using classical and deep learning approach.

naitri /FaceSwap

A python implementation of an end-to-end pipeline for swapping faces from images and videos using classical and deep learning approach.

iamjadhav /faceswap

CMSC733 - Computer Processing Pictorial Information: End-to-end pipeline to swap faces in videos and images using warping methods Delaunay Triangulation and Thin Plate Spline

abhijitmahalle /face-swap

Python implementation of an end-to-end pipeline for swapping faces from images and videos using classical and deep learning approach

anaghad01 /cv-rbe549-face-swap

该项目在 GitHub 上没有填写描述

STLABTW /spherical-deepkriging

DeepKriging on the Global Data

suryaphysics /Thin-plate-spline-interpolation

Functional interpolation to create a more meaningful interpolation than bilinear or bicubic methods.

krgaurav-iitb /Classical-and-Deep-Learning-Approaches-for-Face-Swapping-using-Delaunay-Triangulation-TPS-and-PRNet

Implementation of face swapping using classical and deep learning technique.

daniel-jakob /Bottle_Cap_Map

Implementing a Python-based project using computer vision to analyse a wooden beer bottle cap display (shaped like Germany), aiming to correlate bottle caps with their geographic references by minimizing spatial distances between map holes and physical locations.

afrakilic /Bayesian-nonlinear-variable-selection

Computationally efficient Bayesian variable selection method to identify linear and nonlinear effects in regression models where a predictor (or feature) can have a zero effect, a non-zero linear effect or non-zero non-linear effect on the outcome variables.

ltcd0475 /ancient-doc-restoration

A hybrid restoration framework for ancient documents that combines Deep Learning (U-Net) for structural mask detection with classical geometric transformations (TPS, Hough Transform) to rectify distortions while ensuring 100% historical integrity and verifiability.