Intelligent Analysis Framework of Art Measurement Based on Multi-Angle Image Switching Technology

Rui Li, Zhanying Gao
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引用次数: 1

Abstract

This article introduces the related theories of image stitching technology, focusing on the classic scale-invariant feature transform (SIFT) algorithm-based feature detection and description problems, and elaborates its basic theory and feature extraction process; for SIFT's existence during registration Problems such as large amount of calculation and many mismatches. A consistent point shift (CPD) image registration algorithm based on SIFT features is proposed. The general principles of art measurement and the image of template matching algorithm based on art measurement are discussed. Splicing technology and strategies to improve algorithm efficiency.
基于多角度图像切换技术的艺术测量智能分析框架
本文介绍了图像拼接技术的相关理论,重点研究了经典的基于尺度不变特征变换(SIFT)算法的特征检测和描述问题,并阐述了其基本理论和特征提取过程;针对SIFT在配准过程中存在的计算量大、配错多等问题。提出了一种基于SIFT特征的一致性点移位(CPD)图像配准算法。讨论了艺术测量的一般原理和基于艺术测量的图像模板匹配算法。提高算法效率的拼接技术和策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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