Zobrazeno 1 - 10
of 31
pro vyhledávání: '"Xiangli Nie"'
Publikováno v:
Remote Sensing, Vol 12, Iss 11, p 1738 (2020)
Dimensionality reduction (DR) methods based on graph embedding are widely used for feature extraction. For these methods, the weighted graph plays a vital role in the process of DR because it can characterize the data’s structure information. Moreo
Externí odkaz:
https://doaj.org/article/7deb5d6ad9954d988e2ecc517544c190
Publikováno v:
Pattern Recognition Letters. 153:183-189
Publikováno v:
IEEE Transactions on Geoscience and Remote Sensing. 60:1-16
Publikováno v:
IEEE Geoscience and Remote Sensing Letters. 18:1456-1460
Remote sensing data can be sequentially acquired from different sources or feature spaces, which are regarded as multiple views. For the classification task where the training data arrive in a sequence, online learning (OL) methods are effective by l
Publikováno v:
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.
Autor:
Xiayuan Huang, Xiangli Nie
Publikováno v:
IEEE Transactions on Image Processing. 30:8607-8618
Feature is a crucial element of polarimetric synthetic aperture radar (PolSAR) image classification. Multiple types of Features, such as polarimetric features (PF) generated from the PolSAR data and various polarimetric target decompositions, texture
Publikováno v:
Proceedings of 2022 10th China Conference on Command and Control ISBN: 9789811960512
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3bdc9826e7ce034126c8be3d7615bf86
https://doi.org/10.1007/978-981-19-6052-9_79
https://doi.org/10.1007/978-981-19-6052-9_79
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12:302-320
Polarimetric synthetic aperture radar (PolSAR) data are sequentially acquired and usually large scale. Fast and accurate classification is particularly important for their applications. By introducing online learning, the PolSAR system can learn a cl
Publikováno v:
2021 6th International Conference on Control and Robotics Engineering (ICCRE).
Creating robots with similar behavior and appearance to humans has been a long-term dream for roboticists. However, the highly redundant characteristic of the muscle system brings tremendous difficulty for the control and manufacture of the musculosk
Publikováno v:
IEEE transactions on cybernetics. 52(6)
Polarimetric synthetic aperture radar (PolSAR) data are sequentially acquired and have multiple views obtained from different feature extractors or multiple frequency bands. The fast and accurate classification of PolSAR data in dynamically changing