AlignPCA‐2D: PCA‐reduced Euclidean vector alignment for 2D classification in cryo‐EM
We introduce AlignPCA‐2D, a PCA‐space Euclidean alignment method for rapid and interpretable 2D classification of cryo‐EM particle images. The approach preserves essential structural variability while greatly reducing computational cost, offering a lightweight alternative to existing large‐scale cryo‐EM classification pipelines.Cryogenic electron ...
E. Ramírez-Aportela +6 more
wiley +1 more source
NeuralVisionNet: a probabilistic neural process model for continuous visual anticipation. [PDF]
He H, Chen R, Wang Y, Chen X.
europepmc +1 more source
Optimal deep learning activity recognition pipeline using animal bio‐logging data
Abstract Animal activity recognition using supervised machine learning on bio‐logging data has revolutionized behavioural studies on wildlife and livestock over the past decade. These studies' analytic pipelines differ substantially though, being based on various sensors, features, algorithms and hyperparameter values, which has caused suboptimal or ...
Jasper A. J. Eikelboom
wiley +1 more source
Closed-Form Approximations of Range Mutual Information for Integrated Sensing and Communication Systems. [PDF]
Lai Z, Luo H, Wang Y, Zhang Y, Jin B.
europepmc +1 more source
Dual-sensor coherence-driven adaptive denoising (WF-VMD-DDCDO) for underwater target detection. [PDF]
Qiu H +8 more
europepmc +1 more source
Nonstandard power grid frequency statistics across continents. [PDF]
Wen X +5 more
europepmc +1 more source
Design of Covert Communication Waveform Based on Phase Randomization. [PDF]
Zhou W, Wang Z, Shi J, Guo Q.
europepmc +1 more source
Fractional-Order Ultrasonic Sensing for Monitoring Microstructural Evolution in Cementitious Materials. [PDF]
Zheng H +6 more
europepmc +1 more source
Learning image derived PDE-phenotypes from fMRI data. [PDF]
Bica I +5 more
europepmc +1 more source

