Explore MATLAB source code curated for "图像拼接" with clean implementations, documentation, and examples.
This MATLAB-based code implements a complete image stitching pipeline for two images with common feature points. The process includes image reading, feature point extraction, image registration, and seamless image integration using an averaging method for effective seam elimination and quality enhancement.
MATLAB implementation of wavelet transform-based image stitching techniques with horizontal stitching capability, featuring multiresolution decomposition and reconstruction algorithms
Source code implementation for image stitching. The method first identifies image overlap regions using a column-based feature matching approach, then performs grayscale adjustment through histogram matching, and finally achieves seamless image integration using a weighted smoothing algorithm.
Image mosaic technology spatially aligns and matches a sequence of images with overlapping areas, then performs resampling and synthesis to create a complete, high-resolution panoramic image containing information from all input images. This technology has extensive applications in photogrammetry, computer vision, remote sensing image processing, medical image analysis, and computer graphics. The image mosaic process typically consists of three key steps: image acquisition, image registration (alignment), and image blending/synthesis, where image registration serves as the fundamental component. This paper investigates two distinct image registration algorithms: feature-based registration and transform-domain-based registration, with implementation considerations for feature detection, matching, and transformation estimation.
Image matching based on the SIFT algorithm, incorporating RANSAC for outlier removal, and demonstrating practical image stitching applications with code implementation insights.
Automated image stitching and blending implementation using SIFT algorithm for feature matching - serves as a fundamental learning resource for panoramic image stitching, available for download and review
MATLAB implementation of image stitching using LM algorithm to correct manually selected feature points