Feature Matching via Graph Clustering with Local Affine Consensus

Information Science, Computer Science, Automation, Artificial Intelligence,
feature matching   graph clustering   local affine   geometric estimation   visual patterns   robust algorithms   multimodel fitting  

Feature Matching Based on Graph Clustering: Implementation and Application of Local Affine Consensus Academic Background and Motivation Feature matching is a fundamental problem in computer vision, playing a critical role in various tasks such as 3D reconstruction, image retrieval, image registration, and simultaneous localization and mapping (SLAM...

A Weakly Supervised Collaborative Procedure Alignment Framework for Procedural Video Analysis

Information Science, Electronic Information, Computer Science, Artificial Intelligence,
video understanding   correlation learning   instructional videos   procedure alignment   weak supervision   feature matching  

Achieving Procedure-Aware Instructional Video Correlation Learning Under Weak Supervision: Summary and Evaluation In recent years, instructional videos have garnered significant attention due to their goal-driven characteristics and intrinsic connections to human learning processes. Compared to general videos, instructional videos contain multiple ...