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Mengjia Qiao

Zhengzhou University

100 Science Avenue

Zhengzhou, CO 450001

China

  • Zhengzhou University

SCHOLARLY PAPERS

3

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168

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Scholarly Papers (3)

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1.

Spatial-Temporal Cross-View Contrast for Self-Supervised Crop Yield Prediction

Number of pages: 28 Posted: 09 Dec 2024
Mengjia Qiao, Xiaohui He, Xijie Cheng, Panle Li, Kai Zheng, Mingchen Xu and Yijun Chen
Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, affiliation not provided to SSRN, Zhengzhou University and Zhejiang University
Downloads 67 (933,592)

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time-series remote sensing images, crop yield prediction, contrastive learning, spatial-temporal learning

2.

Ssecl: Spatial-Spectral Enhanced Contrastive Learning for Crop Classification

Number of pages: 18 Posted: 07 Jan 2025
Xiaohui He, Chenlu Zhao, Mengjia Qiao, Panle Li, Xijie Cheng, Renyi Liu, Jiaguo Gong, Sensen Wu and Zhiheng Wang
Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, affiliation not provided to SSRN, Zhejiang University and Zhengzhou University
Downloads 64 (951,658)

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crop classification, remote sensing images, contrastive learning, spectral-spatial enhanced

3.

Multiscale Representation Learning with Dynamic Graph Structure for Remote Sensing Image Classification

Number of pages: 14 Posted: 23 Jun 2025
Xijie Cheng, Xiaohui He, Mengjia Qiao, Panle Li, Qifeng Yang, Lei Zhang, Haofei Li, Haonan Sun and Renyi Liu
Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University, Zhengzhou University and Zhejiang University
Downloads 37 (1,236,159)

Abstract:

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Remote sensing image(RSI) classification, graph convolutional network(GCN), deep convolutional neural network(DCNN), multiscale graph generation