Localization and Classification of Rice-grain Images Using Region Proposals-based Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Automation and Computing"
DOI: 10.1007/s11633-019-1207-6
Abstract: This paper proposes a solution to localization and classification of rice grains in an image. All existing related works rely on conventional based machine learning approaches. However, those techniques do not do well for the… read more here.
Keywords: rice; classification rice; localization classification; convolutional neural ... See more keywords
Joint Localization and Classification of Breast Cancer in B-Mode Ultrasound Imaging via Collaborative Learning With Elastography
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3186933
Abstract: Convolutional neural networks (CNNs) have been successfully applied in the computer-aided ultrasound diagnosis for breast cancer. Up to now, several CNN-based methods have been proposed. However, most of them consider tumor localization and classification as… read more here.
Keywords: resnet gap; classification; localization classification; breast cancer ... See more keywords
Passive localization and classification of cavitation activity using group sparsity
Sign Up to like & getrecommendations! Published in 2017 at "Journal of the Acoustical Society of America"
DOI: 10.1121/1.4987282
Abstract: In therapeutic high intensity focused ultrasound (HIFU) applications, cavitation mapping is a powerful tool to monitor and guide the treatment procedure. Furthermore, the frequency spectrum of the cavitation activity can be used to classify the… read more here.
Keywords: cavitation; passive localization; group; localization classification ... See more keywords