Search Results for author: Zhixin Yan

Found 4 papers, 2 papers with code

Kernel Extreme Learning Machine Optimized by the Sparrow Search Algorithm for Hyperspectral Image Classification

no code implementations3 Apr 2022 Zhixin Yan, Jiawei Huang, Kehua Xiang

To improve the classification performance and generalization ability of the hyperspectral image classification algorithm, this paper uses Multi-Scale Total Variation (MSTV) to extract the spectral features, local binary pattern (LBP) to extract spatial features, and feature superposition to obtain the fused features of hyperspectral images.

Classification Hyperspectral Image Classification

Visualizing Classification Structure of Large-Scale Classifiers

1 code implementation12 Jul 2020 Bilal Alsallakh, Zhixin Yan, Shabnam Ghaffarzadegan, Zeng Dai, Liu Ren

We propose a measure to compute class similarity in large-scale classification based on prediction scores.

Classification General Classification

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