A ground-based cloud image classification method for photovoltaic power prediction based on Convolutional Neural Networks and Vision Transformer.

Chaojun Shi https://orcid.org/0000-0002-7221-1021

Chaojun Shi Mengyu Zhang Hongyin Xiang Ke Zhang 0005 Sihao Ju Xiaoyun Zhang Leile Han A ground-based cloud image classification method for photovoltaic power prediction based on Convolutional Neural Networks and Vision Transformer. 111582 2025 159 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.111582 db/journals/eaai/eaai159.html#ShiZXZJZH25 streams/journals/eaai

Shuang Liu 0001 Zeyu Yu Zhong Zhang 0001 Chaojun Shi Baihua Xiao Hierarchical Fusion Transformer for Multimodal Ground-Based Cloud Type Classification. 25192-25203 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3614756 db/journals/staeors/staeors18.html#LiuYZSX25 streams/journals/staeors

Peng Liu Xin Gao 0028 Chaojun Shi Yiguo Lu Lu Bai Yingying Fan Yalong Xing Yurong Qian CGCNet: Road Extraction From Remote Sensing Image With Compact Global Context-Aware. 1-12 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3593017 db/journals/tgrs/tgrs63.html#LiuGSLBFXQ25 streams/journals/tgrs

Chaojun Shi Zibo Su Ke Zhang 0005 Xiongbin Xie Xian Zheng Qiaochu Lu Jiyuan Yang CloudFU-Net: A Fine-Grained Segmentation Method for Ground-Based Cloud Images Based on an Improved Encoder-Decoder Structure. 1-13 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3389089 db/journals/tgrs/tgrs62.html#ShiSZXZLY24

Chaojun Shi Xian Zheng Zhenbing Zhao Ke Zhang 0005 Zibo Su Qiaochu Lu LSKF-YOLO: Large Selective Kernel Feature Fusion Network for Power Tower Detection in High-Resolution Satellite Remote Sensing Images. 1-16 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3389056 db/journals/tgrs/tgrs62.html#ShiZZZSL24

Chao Dong Ke Zhang 0005 Zhiyuan Xie Jiacun Wang 0001 Xiwang Guo 0001 Chaojun Shi Yangjie Xiao Transmission Line Key Components and Defects Detection Based on Meta-Learning. 1-13 2024 73 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2024.3403202 db/journals/tim/tim73.html#DongZXWGSX24

Ke Zhang 0005 Ruiheng Zhou Jiacun Wang 0001 Yangjie Xiao Xiwang Guo 0001 Chaojun Shi Transmission Line Component Defect Detection Based on UAV Patrol Images: A Self-Supervised HC-ViT Method. 6510-6521 2024 November 54 IEEE Trans. Syst. Man Cybern. Syst. 11 https://doi.org/10.1109/TSMC.2024.3386873 db/journals/tsmc/tsmc54.html#ZhangZWXGS24 streams/journals/tsmc

Chaojun Shi Shiwei Zhao Ke Zhang 0005 Xiaohan Feng Multi-task multi-scale attention learning-based facial age estimation. 2023 February 17 IET Signal Process. 2 https://doi.org/10.1049/sil2.12190 db/journals/iet-spr/iet-spr17.html#ShiZZF23

Ke Zhang 0005 Wenshuo Lou Jiacun Wang 0001 Ruiheng Zhou Xiwang Guo 0001 Yangjie Xiao Chaojun Shi Zhenbing Zhao PA-DETR: End-to-End Visually Indistinguishable Bolt Defects Detection Method Based on Transmission Line Knowledge Reasoning. 1-14 2023 72 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2023.3282302 db/journals/tim/tim72.html#ZhangLWZGXSZ23

Zhaoye Zheng Ke Zhang 0005 Chaojun Shi Fei Zheng MKTformer: Fine-grained Meter Classification Based on Multi-modal Knowledge Transfer. 1564-1570 2023 APSIPA ASC https://doi.org/10.1109/APSIPAASC58517.2023.10317196 conf/apsipa/2023 db/conf/apsipa/apsipa2023.html#ZhengZSZ23

Chaojun Shi Yatong Zhou Bo Qiu Dongjiao Guo Mengci Li CloudU-Net: A Deep Convolutional Neural Network Architecture for Daytime and Nighttime Cloud Images' Segmentation. 1688-1692 2021 18 IEEE Geosci. Remote. Sens. Lett. 10 https://doi.org/10.1109/LGRS.2020.3009227 db/journals/lgrs/lgrs18.html#ShiZQGL21

Chaojun Shi Yatong Zhou Bo Qiu CloudU-Netv2: A Cloud Segmentation Method for Ground-Based Cloud Images Based on Deep Learning. 2715-2728 2021 53 Neural Process. Lett. 4 https://doi.org/10.1007/s11063-021-10457-2 db/journals/npl/npl53.html#ShiZQ21

Yatong Zhou Chaojun Shi Hanming Chen Jianyong Xie Guoning Wu Yangkang Chen Spike-Like Blending Noise Attenuation Using Structural Low-Rank Decomposition. 1633-1637 2017 14 IEEE Geosci. Remote. Sens. Lett. 9 https://doi.org/10.1109/LGRS.2017.2687418 db/journals/lgrs/lgrs14.html#ZhouSCXWC17

Lu Bai Hanming Chen Yangkang Chen Chao Dong Yingying Fan Xiaohan Feng Xin Gao 0028 Dongjiao Guo Xiwang Guo 0001 Leile Han Sihao Ju Mengci Li Peng Liu Shuang Liu 0001 Wenshuo Lou Qiaochu Lu Yiguo Lu Yurong Qian Bo Qiu Zibo Su Jiacun Wang 0001 Guoning Wu Hongyin Xiang Baihua Xiao Yangjie Xiao Jianyong Xie Xiongbin Xie Zhiyuan Xie Yalong Xing Jiyuan Yang Zeyu Yu Ke Zhang 0005 Mengyu Zhang Xiaoyun Zhang Zhong Zhang 0001 Shiwei Zhao Zhenbing Zhao Fei Zheng Xian Zheng Zhaoye Zheng Ruiheng Zhou Yatong Zhou