Следене
Danfeng Hong (洪丹枫)
Danfeng Hong (洪丹枫)
Professor, Aerospace Information Research Institute, Chinese Academy of Sciences
Потвърден имейл адрес: aircas.ac.cn - Начална страница
Заглавие
Позовавания
Позовавания
Година
Graph convolutional networks for hyperspectral image classification
D Hong, L Gao, J Yao, B Zhang, A Plaza, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 59 (7), 5966-5978, 2020
5542020
An augmented linear mixing model to address spectral variability for hyperspectral unmixing
D Hong, N Yokoya, J Chanussot, XX Zhu
IEEE Transactions on Image Processing 28 (4), 1923-1938, 2018
4552018
More diverse means better: Multimodal deep learning meets remote-sensing imagery classification
D Hong, L Gao, N Yokoya, J Yao, J Chanussot, Q Du, B Zhang
IEEE Transactions on Geoscience and Remote Sensing 59 (5), 4340-4354, 2020
4432020
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep: Overview and Toolbox
B Rasti, D Hong, R Hang, P Ghamisi, X Kang, J Chanussot, ...
IEEE Geoscience and Remote Sensing Magazine 8 (4), 60-88, 2020
2882020
Cascaded recurrent neural networks for hyperspectral image classification
R Hang, Q Liu, D Hong, P Ghamisi
IEEE Transactions on Geoscience and Remote Sensing 57 (8), 5384-5394, 2019
2562019
Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification
D Hong, N Yokoya, N Ge, J Chanussot, XX Zhu
ISPRS journal of photogrammetry and remote sensing 147, 193-205, 2019
1752019
Invariant attribute profiles: A spatial-frequency joint feature extractor for hyperspectral image classification
D Hong, X Wu, P Ghamisi, J Chanussot, N Yokoya, XX Zhu
IEEE Transactions on Geoscience and Remote Sensing 58 (6), 3791-3808, 2020
1722020
SpectralFormer: Rethinking hyperspectral image classification with transformers
D Hong, Z Han, J Yao, L Gao, B Zhang, A Plaza, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021
1702021
CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences
D Hong, N Yokoya, J Chanussot, XX Zhu
IEEE Transactions on Geoscience and Remote Sensing 57 (7), 4349-4359, 2019
1502019
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features
X Wu, D Hong, J Tian, J Chanussot, W Li, R Tao
IEEE Transactions on Geoscience and Remote Sensing 57 (7), 5146-5158, 2019
1432019
A novel hierarchical approach for multispectral palmprint recognition
D Hong, W Liu, J Su, Z Pan, G Wang
Neurocomputing 151, 511-521, 2015
1252015
X-ModalNet: A semi-supervised deep cross-modal network for classification of remote sensing data
D Hong, N Yokoya, GS Xia, J Chanussot, XX Zhu
ISPRS Journal of Photogrammetry and Remote Sensing 167, 12-23, 2020
1132020
StfNet: A Two-Stream Convolutional Neural Network for Spatiotemporal Image Fusion
X Liu, C Deng, J Chanussot, D Hong, B Zhao
IEEE Transactions on Geoscience and Remote Sensing 57 (9), 6552-6564, 2019
1062019
Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction
D Hong, N Yokoya, J Chanussot, J Xu, XX Zhu
ISPRS journal of photogrammetry and remote sensing 158, 35-49, 2019
1032019
Fourier-based rotation-invariant feature boosting: An efficient framework for geospatial object detection
X Wu, D Hong, J Chanussot, Y Xu, R Tao, Y Wang
IEEE Geoscience and Remote Sensing Letters 17 (2), 302-306, 2020
992020
Interpretable hyperspectral artificial intelligence: When nonconvex modeling meets hyperspectral remote sensing
D Hong, W He, N Yokoya, J Yao, L Gao, L Zhang, J Chanussot, X Zhu
IEEE Geoscience and Remote Sensing Magazine 9 (2), 52-87, 2021
962021
Classification of hyperspectral and LiDAR data using coupled CNNs
R Hang, Z Li, P Ghamisi, D Hong, G Xia, Q Liu
IEEE Transactions on Geoscience and Remote Sensing 58 (7), 4939-4950, 2020
952020
Joint & progressive learning from high-dimensional data for multi-label classification
D Hong, N Yokoya, J Chanussot, XX Zhu
Proceedings of the European Conference on Computer Vision (ECCV), 469-484, 2018
92*2018
Learning a robust local manifold representation for hyperspectral dimensionality reduction
D Hong, N Yokoya, XX Zhu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017
792017
Spectral superresolution of multispectral imagery with joint sparse and low-rank learning
L Gao, D Hong, J Yao, B Zhang, P Gamba, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 59 (3), 2269-2280, 2020
732020
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