User profiles for Jie Geng
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High-resolution SAR image classification via deep convolutional autoencoders
Synthetic aperture radar (SAR) image classification is a hot topic in the interpretation of SAR
images. However, the absence of effective feature representation and the presence of …
images. However, the absence of effective feature representation and the presence of …
Spectral–spatial classification of hyperspectral image based on deep auto-encoder
X Ma, H Wang, J Geng - IEEE Journal of Selected Topics in …, 2016 - ieeexplore.ieee.org
Deep learning, which represents data by a hierarchical network, has proven to be efficient
in computer vision. To investigate the effect of deep features in hyperspectral image (HSI) …
in computer vision. To investigate the effect of deep features in hyperspectral image (HSI) …
CD147-spike protein is a novel route for SARS-CoV-2 infection to host cells
In face of the everlasting battle toward COVID-19 and the rapid evolution of SARS-CoV-2,
no specific and effective drugs for treating this disease have been reported until today. …
no specific and effective drugs for treating this disease have been reported until today. …
SARS-CoV-2 invades host cells via a novel route: CD147-spike protein
…, Z Zhang, P Du, L Gong, Y Zhang, HY Cui, JJ Geng… - biorxiv, 2020 - biorxiv.org
Currently, COVID-19 caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)
has been widely spread around the world; nevertheless, so far there exist no specific …
has been widely spread around the world; nevertheless, so far there exist no specific …
Structure and mechanogating mechanism of the Piezo1 channel
The mechanosensitive Piezo channels function as key eukaryotic mechanotransducers.
However, their structures and mechanogating mechanisms remain unknown. Here we …
However, their structures and mechanogating mechanisms remain unknown. Here we …
[PDF][PDF] Polyoxometalates as inhibitors of the aggregation of amyloid β peptides associated with Alzheimer's disease
Alzheimer s disease (AD) is the most common form of dementia. It is characterized by cerebral
extracellular amyloid plaques and intracellular neurofibrillary tangles.[1] Although the …
extracellular amyloid plaques and intracellular neurofibrillary tangles.[1] Although the …
Deep supervised and contractive neural network for SAR image classification
The classification of a synthetic aperture radar (SAR) image is a significant yet challenging
task, due to the presence of speckle noises and the absence of effective feature …
task, due to the presence of speckle noises and the absence of effective feature …
Polyvalent nucleic Acid/Mesoporous silica nanoparticle conjugates: dual stimuli‐responsive vehicles for intracellular drug delivery
Verschlossene Röhren: Das Anbinden selbstkomplementärer Duplex‐DNA an die
Öffnungen mesoporöser Siliciumoxidnanopartikel erzeugt einen Deckel zum Fixieren von …
Öffnungen mesoporöser Siliciumoxidnanopartikel erzeugt einen Deckel zum Fixieren von …
Association between tuberculosis and COVID‐19 severity and mortality: a rapid systematic review and meta‐analysis
Y Gao, M Liu, Y Chen, S Shi, J Geng… - Journal of medical …, 2020 - pmc.ncbi.nlm.nih.gov
To the Editor, Coronavirus Disease 2019 (COVID‐19) has become a pandemic and the
number of infected cases continues to rise. As of 8 July 2020, a total of 11 669 259 laboratory‐…
number of infected cases continues to rise. As of 8 July 2020, a total of 11 669 259 laboratory‐…
Multi-scale metric learning for few-shot learning
W Jiang, K Huang, J Geng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Few-shot learning in image classification is developed to learn a model that aims to identify
unseen classes with only few training samples for each class. Fewer training samples and …
unseen classes with only few training samples for each class. Fewer training samples and …