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Works (22)

Adaptive Deformation-Learning and Multiscale-Integrated Network for Remote Sensing Object Detection

IEEE Transactions on Geoscience and Remote Sensing
2025 | Journal article
DOI: 10.1109/TGRS.2025.3541441
Contributors: Xiyu Zhong; Jialei Zhan; Yuhang Xie; Lingtao Zhang; Guoxiong Zhou; Mingyue Liang; Kaitai Yang; Zonghao Guo; Liujun Li
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Hybrid DQN-based Low-Computational Reinforcement Learning Object Detection with Adaptive Dynamic Reward Function and ROI Align-based Bounding Box Regression

IEEE Transactions on Image Processing
2025 | Journal article
DOI: 10.1109/TIP.2025.3541564
Contributors: Xun Zhou; Guangjie Han; Guoxiong Zhou; Yongfei Xue; Mingjie Lv; Aibin Chen
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Spatial-Spectral Adaptive Graph Convolutional Subspace Clustering for Hyperspectral Image

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2025 | Journal article
DOI: 10.1109/JSTARS.2024.3502504
Contributors: Yuqi Liu; Enshuo Zhu; Qinghe Wang; Junhong Li; Shujun Liu; Yaowen Hu; Yuhang Han; Guoxiong Zhou; Renxiang Guan
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A multi-scale multi-head attention network for stock trend prediction considering textual factors

Applied Soft Computing
2025-03 | Journal article
DOI: 10.1016/j.asoc.2024.112388
Contributors: Li Wan; Yuan Tao; Jiaqi Wang; Wenke Zhu; Chunling Tang; Guoxiong Zhou
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A Gated Feature Fusion Network With Meta-Encoder and Self-Calibrating Cross Module for Building Change Detection in Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
DOI: 10.1109/TGRS.2024.3495662
Contributors: Jinsheng Deng; Gufeng Gong; Guoxiong Zhou; Miying Yan; Liujun Li
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A Multi-Modal Open Object Detection Model for Tomato Leaf Diseases with Strong Generalization Performance Using PDC-VLD

Plant Phenomics
2024 | Journal article
DOI: 10.34133/plantphenomics.0220
Contributors: Jinyang Li; Fengting Zhao; Hongmin Zhao; Guoxiong Zhou; Jiaxin Xu; Mingzhou Gao; Xin Li; Weisi Dai; Honliang Zhou; Yahui Hu et al.
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A Precise Framework for Rice Leaf Disease Image–Text Retrieval Using FHTW-Net

Plant Phenomics
2024 | Journal article
DOI: 10.34133/plantphenomics.0168
Contributors: Hongliang Zhou; Yufan Hu; Shuai Liu; Guoxiong Zhou; Jiaxin Xu; Aibin Chen; Yanfeng Wang; Liujun Li; Yahui Hu
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Crossref

AISOA-SSformer: An Effective Image Segmentation Method for Rice Leaf Disease Based on the Transformer Architecture

Plant Phenomics
2024 | Journal article
DOI: 10.34133/plantphenomics.0218
Contributors: Weisi Dai; Wenke Zhu; Guoxiong Zhou; Genhua Liu; Jiaxin Xu; Hongliang Zhou; Yahui Hu; Zewei Liu; Jinyang Li; Liujun Li
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DUCTNet: An Effective Road Crack Segmentation Method in UAV Remote Sensing Images Under Complex Scenes

IEEE Transactions on Intelligent Transportation Systems
2024 | Journal article
DOI: 10.1109/TITS.2024.3384018
Contributors: Lixiang Sun; Yixin Yang; Zaichun Yang; Guoxiong Zhou; Liujun Li
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A barking emotion recognition method based on Mamba and Synchrosqueezing Short-Time Fourier Transform

Expert Systems with Applications
2024-12 | Journal article
DOI: 10.1016/j.eswa.2024.125213
Contributors: Choujun Yang; Shipeng Hu; Lu Tang; Rui Deng; Guoxiong Zhou; Jizheng Yi; Aibin Chen
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JL-TFMSFNet: A domestic cat sound emotion recognition method based on jointly learning the time–frequency domain and multi-scale features

Expert Systems with Applications
2024-12 | Journal article
DOI: 10.1016/j.eswa.2024.124620
Contributors: Lu Tang; Shipeng Hu; Choujun Yang; Rui Deng; Aibin Chen; Guoxiong Zhou
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Crossref

LVF: A language and vision fusion framework for tomato diseases segmentation

Computers and Electronics in Agriculture
2024-12 | Journal article
DOI: 10.1016/j.compag.2024.109484
Contributors: Yang Hu; Jiale Zhu; Guoxiong Zhou; Mingfang He; Mingjie Lv; Junhui Wang; Aibin Chen; Jinsheng Deng; Yichu Jiang
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DGPF-RENet: A Low Data Dependence Network With Low Training Iterations for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
DOI: 10.1109/TGRS.2023.3306891
Contributors: Jialei Zhan; Yuhang Xie; Jiajia Guo; Yaowen Hu; Guoxiong Zhou; Weiwei Cai; Yanfeng Wang; Aibin Chen; Liu Xie; Maopeng Li et al.
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MMFNet: Forest Fire Smoke Detection Using Multiscale Convergence Coordinated Pyramid Network With Mixed Attention and Fast-Robust NMS

IEEE Internet of Things Journal
2023-10-15 | Journal article
DOI: 10.1109/JIOT.2023.3277511
Contributors: Liangji Zhang; Chao Lu; Haiwen Xu; Aibin Chen; Liujun Li; Guoxiong Zhou
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Crossref

A precise apple leaf diseases detection using BCTNet under unconstrained environments

Computers and Electronics in Agriculture
2023-09 | Journal article
DOI: 10.1016/j.compag.2023.108132
Contributors: Yukai Zhang; Guoxiong Zhou; Aibin Chen; Mingfang He; Johnny Li; Yahui Hu
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Identification of grape leaf diseases based on VN-BWT and Siamese DWOAM-DRNet

Engineering Applications of Artificial Intelligence
2023-08 | Journal article
DOI: 10.1016/j.engappai.2023.106341
Contributors: Chuang Cai; Qifan Wang; Weiwei Cai; Yixin Yang; Yahui Hu; Liujun Li; Yanfeng Wang; Guoxiong Zhou
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Crossref

BCMNet: Cross-Layer Extraction Structure and Multiscale Downsampling Network With Bidirectional Transpose FPN for Fast Detection of Wildfire Smoke

IEEE Systems Journal
2023-03 | Journal article
DOI: 10.1109/JSYST.2022.3193951
Contributors: Jiayong Li; Guoxiong Zhou; Aibin Chen; Chao Lu; Liujun Li
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Crossref

MFaster R-CNN for Maize Leaf Diseases Detection Based on Machine Vision

Arabian Journal for Science and Engineering
2023-02 | Journal article
DOI: 10.1007/s13369-022-06851-0
Contributors: Jie He; Tao Liu; Liujun Li; Yahui Hu; Guoxiong Zhou
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Crossref

Multi-channel feature fusion networks with hard coordinate attention mechanism for maize disease identification under complex backgrounds

Computers and Electronics in Agriculture
2022-12 | Journal article
DOI: 10.1016/j.compag.2022.107486
Contributors: Shundong Fang; Yanfeng Wang; Guoxiong Zhou; Aibin Chen; Weiwei Cai; Qifan Wang; Yahui Hu; Liujun Li
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Crossref

MMDGAN: A fusion data augmentation method for tomato-leaf disease identification

Applied Soft Computing
2022-07 | Journal article
DOI: 10.1016/j.asoc.2022.108969
Contributors: Liangji Zhang; Guoxiong Zhou; Chao Lu; Aibin Chen; Yanfeng Wang; Liujun Li; Weiwei Cai
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Crossref

Rapid Fine-Grained Classification of Butterflies Based on FCM-KM and Mask R-CNN Fusion

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3007745
Contributors: Aijiao Tan; Guoxiong Zhou; Mingfang He
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Crossref

Rapid Detection of Rice Disease Based on FCM-KM and Faster R-CNN Fusion

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2943454
Contributors: Guoxiong Zhou; Wenzhuo Zhang; Aibin Chen; Mingfang He; Xueshuo Ma
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Peer review (1 review for 1 publication/grant)

Review activity for Complex & intelligent systems. (1)
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