Feature Detection and Matching With Linear Adjustment and Adaptive Thresholding
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3030183
Abstract: Image feature detection and matching technologies are crucial aspects in machine vision. However it is still facing the dilemma between fast operation for real-time application and robust matching. To address this issue, we propose a… read more here.
Keywords: adjustment; detection matching; image; adaptive thresholding ... See more keywords
Joint detection and matching of feature points in multimodal images.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2021.3092289
Abstract: In this work, we propose a novel Convolutional Neural Network (CNN) architecture for the joint detection and matching of feature points in images acquired by different sensors using a single forward pass. The resulting feature… read more here.
Keywords: matching feature; feature; detection matching; feature points ... See more keywords
Robust Keypoint Detection and Matching on Fisheye Images by Self-Supervised Learning
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/4024774
Abstract: Accurate image feature point detection and matching are essential to computer vision tasks such as panoramic image stitching and 3D reconstruction. However, ordinary feature point approaches cannot be directly applied to fisheye images due to… read more here.
Keywords: image; feature point; fisheye images; detection matching ... See more keywords