Image Stitching Program with Harris Corner Detection and RANSAC Matching

An image stitching program discovered on an international website that seamlessly blends three images into a single panorama. The implementation utilizes Harris corner detection for feature identification, followed by coarse matching and RANSAC algorithm for precise alignment. The code includes comprehensive annotations and is accompanied by technical documentation, making it ideal for beginners studying computer vision techniques.

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Stereo Vision Image Pair Matching for Disparity Map Acquisition

Performing stereo matching on binocular vision image pairs to obtain disparity maps, laying the foundation for subsequent 3D reconstruction through depth estimation algorithms.

MATLAB 258 views Tagged

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Image Recognition and Matching: Color Image Matching with Code Implementation

Image Recognition and Matching for Color Images with High Accuracy Rate and Fast Processing Speed, featuring algorithm explanations and key function descriptions

MATLAB 252 views Tagged

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CSS-Based Feature Point Extraction from Edge Images with Enhanced NCC Matching

CSS performs feature point extraction on edge images followed by matching using an improved Normalized Cross-Correlation (NCC) algorithm. The implementation involves edge detection for feature localization, similarity computation between keypoints, and algorithmic adjustments for grayscale variation handling to enhance matching robustness.

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Palmprint Recognition Code: Implementation with Image Preprocessing and Feature Matching

Palmprint recognition code implementation covering image preprocessing, feature extraction, and matching algorithms with technical implementation details

MATLAB 257 views Tagged

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Dynamic Time Warping (DTW) Algorithm: A Dynamic Programming Approach

The Dynamic Time Warping (DTW) algorithm, rooted in dynamic programming principles, effectively addresses matching challenges arising from variations in utterance length and speaking rate across different speaker recordings.

MATLAB 351 views Tagged

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Second-Order B-Spline Wavelet Edge Detection

Second-order B-spline wavelet edge detection processes images to generate multi-scale edge detection results, followed by essential edge image matching operations.

MATLAB 208 views Tagged

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3D Image Matching Using Gaussian Convolution for Keypoint Detection

This MATLAB program implements 3D image matching by utilizing Gaussian convolution for keypoint detection, followed by feature vector extraction at keypoint locations and 3D vector matching to achieve 3D image registration.

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Facial, Skin, and Eye Detection with Eye Pattern Matching

A MATLAB source code implementation for face detection, skin segmentation, and eye pattern matching, featuring advanced computer vision algorithms

MATLAB 312 views Tagged

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3D Reconstruction MATLAB Code with Feature Detection and Matching Implementation

This file contains comprehensive data and results for feature point detection and matching in 3D reconstruction, utilizing standard images from computer vision libraries with detailed algorithm implementations.

MATLAB 224 views Tagged

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