Petascale pipeline for precise alignment of images from serial section electron microscopy Sergiy Popovych, Thomas Macrina, Nico Kemnitz, Manuel Castro, Barak Nehoran, Zhen Jia, J. Alexander Bae, Eric Mitchell, Shang Mu, Eric T. Trautman, Stephan Saalfeld, Kai Li & H. Sebast...
The journey continued with the groundbreaking concept of Convolutional Neural Networks (CNNs) introduced by LeCun et al. [16], and his collaborators. Their work achieved remarkable success in recognizing handwritten digits, notably with the construction of the LeNet-5 network. As computing power co...
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which is a type of feedforward artificial neural network. The MLP consists of an input layer, one or more hidden layers, and an output layer. In this specific example, the input layer comprises three variables (or
However, the challenge lies in the extraction of small and densely distributed PGs; this is often compounded by issues like irrelevant and redundant features and spectral confusion in high-resolution remote-sensing imagery, such as Gaofen-2 data. This paper proposes an innovative approach that ...
For instance, we train a ViT-Huge/14 on ImageNet using 16 A100 GPUs in under 72 hours to achieve strong downstream performance across a wide range of tasks, from linear classification to object counting and depth prediction. 1. Introduction In comp...
Web of Science ®Google Scholar Li, W., Y. Fu, S. Fan, M. Xin, and H. Bai. 2023. “DCI-PGCN: Dual-Channel Interaction Portable Graph Convolutional Network for Landslide Detection.”IEEE Transactions on Geoscience and Remote Sensing61:1–16. https://doi.org/10.1109/TGRS.2023.3273623. ...
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In TEM, images are acquired in a single shot using parallel acquisition. Here, the main sources of distortions are the detector noise, which is a combination of shot noise associated with the uncertainty of photon/electron detection, dark-current noise resulting from statistical variation in the ...
By accepting optional cookies, you consent to the processing of your personal data - including transfers to third parties. Some third parties are outside of the European Economic Area, with varying standards of data protection. See our privacy policy for more information on the use of your perso...