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Hengnian Qi

huzhou normal university

19H-index
97Paper Count
1.0KCitation Count
Published Papers 38
Publication Date
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A class-incremental learning-based spectral fingerprint framework for rice germplasm conservation
errEngineering Applications of Artificial Intelligence
IF8
err2026-07-14
err0
PREAI
errKai Gao; Tianying Yan; Xiaoyu Fu; Wenjie Liu; Yuxin Xiao; Xincheng Zhang; Xiaoping Wu; Hengnian Qi; Chu Zhang
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GMFNet: A GADF–Mamba Fusion Network for Soybean Seed Hyperspectral Classification
errFoods
IF5.1
err2026-06-17
err0
errOAAI
errChu Zhang; Kai Gao; Xiaoyu Fu; Wenjie Liu; Qinfeng Zhang; Biyao Jin; Guoyi Yu; Junwei Sun; Shenhui Shen; Lei Zhou; Xiaoping Wu; Hengnian Qi; Lu Huang; Chenchen Xue
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Detection of Soluble Solid Content in Xinyu Pears Using Near-Infrared Spectroscopy and Deep Fusion of Multi-Preprocessed Spectral Data
errApplied Sciences-Basel
IF2.5
err2026-05-10
err0
PREAI
errQi, Hengnian; Wang, Hao; Liao, Quanqing; Han, Zijun; Zhang, Chu
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errSave
Tomato seed variety identification using hyperspectral imaging with deep learning classification
errInfrared Physics & Technology
IF3.4
err2025-12-12
err0
PREAI
errHengnian Qi; Shuqiang Hu; Junyi Chen; Xiaoping Wu; Xuhua Zhu; Jianfang Yan; Chu Zhang
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errSave
Detection of Rice Prolamin and Glutelin Content Using Hyperspectral Imaging Combined with Feature Selection Algorithms and Multivariate Regression Models
errFoods 2025, Vol. 14, Page 3304
IF5.1
err2025-09-26
err0
errOAAI
errChu Zhang; Zhongjie Tang; Xiaojing Tan; Hengnian Qi; Xincheng Zhang; Shanlin Ma
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errSave
Community-based assisted screening for mild cognitive impairment using gait and handwriting kinematic parameters analysis
errWORLD JOURNAL OF PSYCHIATRY
IF3.4
err2025-09-19
err0
errOAAI
errRen, Yin-Xia; Wu, Bei; Lou, Jian-Lin; Zhu, Xiao-Rong; Zhang, Chen; Lang, Qing; Wei, Zhu-Qin; Su, Li-Ming; Qi, Heng-Nian; Wang, Li-Na
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DRA-Net: Dynamic Feature Fusion Upsampling and Text-Region Focus for Ancient Chinese Scene Text Detection
errElectronics 2025, Vol. 14, Page 3324
IF2.6
err2025-08-24
err0
PREAI
errQiuyi Xin; Chu Zhang; Yihang Wang; Chuanhao Fan; Hao Yang; Qing Lang; Hengnian Qi
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errSave
Deep learning-based regression of food quality attributes using near-infrared spectroscopy and hyperspectral imaging: A review
errFood Chemistry
IF9.8
err2025-08-21
err0
PREAI
errYuxin Xiao; Lei Zhou; Yiying Zhao; Hengnian Qi; Yuanyuan Pu; Chu Zhang
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errSave
Applications of deep learning in tea quality monitoring: a review
errArtificial Intelligence Review
IF13.9
err2025-08-20
err0
errOAAI
errTao Wu; Lei Zhou; Yiying Zhao; Hengnian Qi; Yuanyuan Pu; Chu Zhang; Yufei Liu
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errSave
Optimized sequential classification models for mild cognitive impairment screening based on handwriting and speech data
errJournal of Alzheimer’s Disease
IF3.1
err2025-07-20
err0
PREAI
errQizhe Tang; Xiaoya Zhang; Chu Zhang; Qing Lang; Hengnian Qi; Lina Wang
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errSave
Simultaneous detection of citrus internal quality attributes using near-infrared spectroscopy and hyperspectral imaging with multi-task deep learning and instrumental transfer learning
errFOOD CHEMISTRY
IF9.8
err2025-07-01
err1
PREAI
errLi, Cheng; Jin, Chen; Zhai, Yuanning; Pu, Yuanyuan; Qi, Hengnian; Zhang, Chu
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errSave
Quantification of multiple elements in Anji white tea using hyperspectral imaging combined with machine learning regression
errJOURNAL OF FOOD COMPOSITION AND ANALYSIS
IF4.6
err2025-06-01
err0
PREAI
errWu, Tao; Zhang, Huanmin; Xiao, Yuxin; Tang, Zhongjie; Yang, Fan; Qi, Hengnian; Wang, Dongxu; Zhang, Chu
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errSave
Detection of soluble solid content in citrus fruit using near-infrared spectroscopy with machine learning regression: An exploration of the influence of sampling positions
errJOURNAL OF FOOD COMPOSITION AND ANALYSIS
IF4.6
err2025-06-01
err0
PREAI
errXiao, Yuxin; Li, Cheng; Jin, Chen; Luo, Jiahao; Qi, Hengnian; Zhang, Chu
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errSave
MIRROR: Multi-scale iterative refinement for robust chinese text recognition
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-04-01
err0
PREAI
errQi, Hengnian; Xin, Qiuyi; Ye, Jiabin; Yang, Hao; Zhang, Kai; Zhang, Chu; Lang, Qing
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errSave
Rapid Prediction and Inversion of Pond Aquaculture Water Quality Based on Hyperspectral Imaging by Unmanned Aerial Vehicles
errWATER
IF3
err2025-02-11
err0
errOAAI
errMa, Qiliang; Li, Shuimiao; Qi, Hengnian; Yang, Xiaoming; Liu, Mei
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errSave
AncientGlyphNet: an advanced deep learning framework for detecting ancient Chinese characters in complex scene
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2025-01-08
err0
errOAAI
errQi, Hengnian; Yang, Hao; Wang, Zhaojiang; Ye, Jiabin; Xin, Qiuyi; Zhang, Chu; Lang, Qing
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errSave
Application of nondestructive techniques for peach (Prunus persica) quality inspection: A review
errJOURNAL OF FOOD SCIENCE
IF3.4
err2024-10-04
err1
PREAI
errQi, Hengnian; Luo, Jiahao; Wu, Xiaoping; Zhang, Chu
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errSave
Simultaneously predicting SPAD and water content in rice leaves using hyperspectral imaging with deep multi-task regression and transfer component analysis
errJOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE
IF3.5
err2024-09-02
err1
PREAI
errZhai, Yuanning; Wang, Jun; Zhou, Lei; Zhang, Xincheng; Ren, Yun; Qi, Hengnian; Zhang, Chu
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errSave
A Study of Assisted Screening for Alzheimer's Disease Based on Handwriting and Gait Analysis
errJOURNAL OF ALZHEIMERS DISEASE
IF3.1
err2024-08-17
err0
PREAI
errQi, Hengnian; Zhu, Xiaorong; Ren, Yinxia; Zhang, Xiaoya; Tang, Qizhe; Zhang, Chu; Lang, Qing; Wang, Lina
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Combined gramian angular difference field image coding and improved mobile vision transformer for determination of apple soluble solids content by Vis-NIR spectroscopy
errJOURNAL OF FOOD COMPOSITION AND ANALYSIS
IF4.6
err2024-07-01
err2
PREAI
errLi, You; Sun, Hongwei; Zheng, Yurui; Wei, Qiquan; Chen, Zhaoqing; Zhang, Jianyi; Qi, Hengnian; Zhang, Chu; Chen, Fengnong
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Research Directions

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Co-authors
Cooperation Journals
王
王军 (Jun Wang)
H-index: 222 · Papers: 3.2K
金
金晨 (Jin Chen)
H-index: 85 · Papers: 1.4K
J
Jianyi Zhang
H-index: 71 · Papers: 530
金
金连文 (Lianwen Jin)
H-index: 60 · Papers: 538
C
Chu Zhang
H-index: 54 · Papers: 323
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