Search Results for author: Xian Zhou

Found 5 papers, 2 papers with code

HyperDID: Hyperspectral Intrinsic Image Decomposition with Deep Feature Embedding

1 code implementation25 Nov 2023 Zhiqiang Gong, Xian Zhou, Wen Yao, Xiaohu Zheng, Ping Zhong

To address this limitation, this study rethinks hyperspectral intrinsic image decomposition for classification tasks by introducing deep feature embedding.

Classification Hyperspectral image analysis +2

Deep Intrinsic Decomposition with Adversarial Learning for Hyperspectral Image Classification

no code implementations28 Oct 2023 Zhiqiang Gong, Xian Zhou, Wen Yao

Convolutional neural networks (CNNs) have been demonstrated their powerful ability to extract discriminative features for hyperspectral image classification.

Hyperspectral Image Classification

MultiScale Spectral-Spatial Convolutional Transformer for Hyperspectral Image Classification

no code implementations28 Oct 2023 Zhiqiang Gong, Xian Zhou, Wen Yao

Due to the powerful ability in capturing the global information, Transformer has become an alternative architecture of CNNs for hyperspectral image classification.

Classification Hyperspectral Image Classification

Revisiting Flow Information for Traffic Prediction

no code implementations3 Jun 2019 Xian Zhou, Yanyan Shen, Linpeng Huang

However, existing traffic prediction methods focus on modeling complex spatiotemporal traffic correlations and seldomly study the influence of the original traffic flows among regions.

Traffic Prediction

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