刘双印｜仲恺农业工程学院｜学者主页

2026

基于“三维筑基、三链贯通、三柱聚力”的地方涉农高校IT类人才培养模式研究

谢彩健，徐龙琴，刘双印，刘同来，高学凯

《智慧农业导刊》

DOI

2026

基于WT-SSA-LSTM的羊舍PM2.5浓度预测模型研究

周冰，董佳琦，邢赫，陈苑冰，王裕莞，刘双印

《农业机械学报》

2026

涉农高校人工智能通识课程建设探索与实践——以仲恺农业工程学院为例

刘同来，柳雨新，张万桢，徐龙琴，刘双印

《高教学刊》

2026

基于改进YOLO11n的轻量化核桃外部缺陷检测方法

马昕奕，胡晋豪，郝中甲，李景彬，刘双印

《农业工程学报》

2026

基于知识图谱与意图识别的对虾养殖智能问答模型研究

刘同来，何利鸿，王亮，庞惠元，高学凯，谢彩健，刘双印，刘小敏，徐龙琴

《广东工业大学学报》

2026

Temperature-fluctuation effects on shrimp protein quality assessed via a multi-stage temperature-fluctuation protein convolutional neural network

Zhexun Yang, Yiling Zhang, Sili Xiao, Weiteng Weng, Ziqi Xie, Jiayi LI, Wen Jie Li, Ying Deng, Yutao Wei, Yudan Li, Shuangyin Liu, Xuekai Gao, Qiaoyu Liu, Weidong Bai

Journal of Food Engineering

DOI

2026

DF-MobileNetV4: A dual-scale adaptive attention and fused ConvBlock enhanced MobileNetV4 for underwater fish feeding behavior recognition

Bohao Zhang, Liang Wang, Mingbiao Wu, Zhuhong Che, Tianyou Huang, Shuangyin Liu, Meng Cui, Longqin Xu

Information Processing in Agriculture

DOI

2026

An Adaptive Canny Edge detection architecture with dual attention for precise segmentation of individual aquaculture ponds

Tonglai Liu, Weijie Guo, Mingguang Liu, Xuanzhou Chen, Wanzhen Zhang, Shuangyin Liu

International Journal of Image and Data Fusion

DOI

2026

STCA-MobileViTv3: A spatiotemporal collaborative attention network for fish feeding intensity recognition in underwater videos

Mingbiao Wu, Liang Wang, Ting Huang, Huiyuan Pang, Shuangyin Liu, Meng Cui, Longqin Xu

Aquacultural Engineering

DOI

2026

RBSS-YOLOv8: multi-scale feature enhancement for high-density pig aggression detection

Longqin Xu, Shuyin Hu, Jinghui Yang, Zhuhong Che, Xuekai Gao, Huiyuan Pang, Tianyou Huang, Zhiyun Xu, Lichen Liang, Meng Cui, Shuangyin Liu

Computers and Electronics in Agriculture

DOI

2026

HEDSPose: pigeon pose estimation in cage environments via hierarchical edge fusion and spatial-aware confidence calibration

Longqin Xu, Weiwei Zhang, Shuangyin Liu, Xiaomin Liu, Liang Wang, Meng Cui

Computers and Electronics in Agriculture

DOI

2025

面向智慧农业的计算机视觉课程教学改革实践

吴瑞强，刘双印，曹亮，刘同来，高学凯

《电脑知识与技术》

2025

基于深度学习的西瓜病虫害检测研究

吴瑞强，卓怀成，刘双印，刘同来，高学凯

《农业与技术》

DOI

2025

基于IHO-Mamba-MHSA的红瓜子斑鱼养殖水温多步预测模型

徐龙琴，赫敏，陈子昂，车朱泓，庞惠元，黄天佑，李红雷，刘双印

《农业机械学报》

2025

“新农科+新工科”背景下《人工智能及应用》课程教学改革与实践探索

邓希文，刘双印，刘同来，高学凯，谢彩健

《宜春学院学报》

2025

基于MCB-Mamba-FECA的水产养殖溶解氧长期预测模型

刘同来，陈子昂，崔猛，庞惠元，刘双印，徐龙琴

《农业工程学报》

2025

面向解决复杂工程问题能力培养的农业院校软件工程实践教学设计

郑建华，刘双印，胡慧婷，陈健如，连剑波，陈勇

《计算机教育》

2025

基于XGBoost-WOA-GRU的稻田土壤水分含量预测

董佳琦，刘双印，周冰

《仲恺农业工程学院学报》

2025

基于Transformer-MultiScaleTCN的鹅舍湿度多步预测模型

胡聪，李汝彬，刘双印，蔡成清，车朱泓，王鑫淼，徐龙琴

《仲恺农业工程学院学报》

2025

基于改进YOLOv5的菌菇检测及分类模型研究

梁源林，黄爱清，吴健豪，郭建军，刘双印，罗智杰

《仲恺农业工程学院学报》

2025

A QEFA-optimized LSTM-KAN hybrid model for dissolved oxygen prediction and control in aquaculture

Zhuhong Che, Longqin Xu, Bohao Zhang, Weiwei Zhang, Xinmiao Wang, Huiyuan Pang, Tonglai Liu, Shahbaz Gul Hassan, Liang Wang, Shuangyin Liu

Aquaculture International

DOI

2025

RDT-YOLO: An Improved Lightweight Model for Fish Maw Authenticity Detection

Caijian Xie, Mingguang Liu, Wanzhen Zhang, Yuting Zhang, Shahbaz Gul Hassan, Weijie Guo, Tonglai Liu, Shuangyin Liu, Xuekai Gao

Electronics

DOI

2025

Walnut Surface Defect Classification and Detection Model Based on Enhanced YOLO11n

Xinyi Ma, Zhongjia Hao, Shuangyin Liu, Jingbin Li

Agriculture

DOI

2025

Hybrid deep learning framework for real-time DO prediction in aquaculture

Longqin Xu, Wenjun Liu, Cai Chengqing, Tonglai Liu, Xuekai Gao, Ferdous Ahmed Sohel, Murtaza Hasan, Mansour Ghorbanpour, Shahbaz Gul Hassan, Shuangyin Liu

Scientific Reports

DOI

2025

Non-destructive assessment of tilapia texture using Raman–infrared fusion and an attention-based LSTM model

Yiling Zhang, Xuekai Gao, Shahbaz Gul Hassan, Caijian Xie, Tonglai Liu, Shuangyin Liu, Shuangyin Liu, Longqin Xu

Food Control

DOI

2025

PSG-Crossformer: a hybrid model for long-term dissolved oxygen prediction in aquaculture

Min He, Meng Cui, Qinyue Zheng, Longqin Xu, Shuangyin Liu

Aquaculture International

DOI

2025

A hybrid enhanced optimization architecture-based model for long-term water temperature prediction in aquaculture

Tonglai Liu, Min He, Zhuhong Che, Shuangyin Liu, Longqin Xu

Aquaculture International

DOI

2025

Early Plant Classification Model Based on Dual Attention Mechanism and Multi-Scale Module

Tonglai Liu, Xuanzhou Chen, Wanzhen Zhang, Xuekai Gao, Liqiong Lu, Shuangyin Liu

AgriEngineering

DOI

2025

Detection of fungal disease in citrus fruit based on hyperspectral imaging

Xincai Yu, Shuangyin Liu, Chenjiaozi Wang, Binbin Jiao, Cong Huang, Bo Liu, Conghui Liu, Liping Yin, Fanghao Wan, Wanqiang Qian, Xi Qiao

Information Processing in Agriculture

DOI

2025

Real-time detection of hypoxic stress behavior in aquaculture fish using an enhanced YOLOv8 model

Chengqing Cai, Shuangyi Tan, Xinmiao Wang, Bohao Zhang, Chaowei Fang, Guanbin Li, Longqin Xu, Shuangyin Liu, Ruixin Wang

Aquaculture International

DOI

2025

A method for fusing attention mechanism-based ResNet and improved ConvNeXt for analyzing fish feeding behavior

Tonglai Liu, Bohao Zhang, Qinyue Zheng, Chengqing Cai, Xuekai Gao, Caijian Xie, Yu Wu, Hassan Shahbaz Gul, Shuangyin Liu, Longqin Xu

Aquaculture International

DOI

2025

A two-stage hybrid model for dissolved oxygen prediction and control in aquaculture

Ziang Chen, Huiting Hu, Shuangyin Liu, Zhuhong Che, Xinmiao Wang, Zhuhua Hu, Tonglai Liu, Meng Cui, Longqin Xu

Aquaculture International

DOI

2024

An ensembled method for predicting dissolved oxygen level in aquaculture environment

Dachun Feng, Qianyu Han, Longqin Xu, Ferdous Sohel, Shahbaz Gul Hassan, Shuangyin Liu

Ecological Informatics，Vol. 80

DOI

2024

区块链背景下农产品零售市场价格博弈模型与竞争策略

薛冰，孙传恒，刘双印，罗娜，李金辉

《智慧农业(中英文)》

2024

“新工科+新农科”建设背景下课程教学效果评价研究——以农业大数据分析和处理课程为例

刘同来，张万桢，冯大春，高学凯，刘双印

《智慧农业导刊》

2024

基于人工智能的肉鸡养殖信息化服务平台设计

刘同来，徐立恒，赫敏，刘明光，陈炫宙，洪易谦，冯大春，郭建军，曹亮，刘双印

《农业与技术》

2024

乡村振兴背景下农业工程与信息技术领域研究生教育质量保障机制研究

刘双印，张万桢，刘同来，徐龙琴

《智慧农业导刊》

2024

基于区块链的渔业种质资源管理系统设计

刘奕顺，刘双印，徐龙琴，曹亮，冯大春，白卫东，刘同来

《计算机技术与发展》

2024

数字化无人生猪养殖系统建设及应用

郭建军，孔壹右，刘双印，刘同来，曹亮，刘岳

《华中农业大学学报》

2024

基于机器视觉的裂纹鸡蛋分拣系统研究进展

郭建军，杨霖，何杰江，黄婷立，张恩威，李锡鸿，刘双印，罗智杰，李俊勇，姚赵忠，高学凯

《中国家禽》

2024

专业认证驱动课程思政实施改革探索——以《软件工程》课程为例

郑建华，刘双印，陈健如，钟翠

《才智》

2024

基于机器视觉的裂纹鸡蛋分拣系统设计

郭建军，杨霖，张恩威，刘双印，李俊勇，姚赵忠，谢彩健

《现代农业装备》

2024

专业思政实施困境及其成因分析与路径探索

郑建华，刘双印，曹亮

《科学咨询》

2024

基于协同创新的农业工程与信息技术专业型硕士培养模式探析

徐龙琴，刘同来，冯大春，刘双印

《大学教育》

2024

Dead Fish Detection Model Based on DD-IYOLOv8

Jian-Hua Zheng, Yusha Fu, Ruolin Zhao, Junde Lu, Shuangyin Liu

Fishes

DOI

2024

Small Target Ewe Behavior Recognition Based on ELFN-YOLO

Jianglin Wu, Shufeng Li, Baoqin Wen, Jing Nie, Na Liu, Honglei Cen, Jingbin Li, Shuangyin Liu

Agriculture

DOI

2024

Lightweight network based on Fourth order Runge-Kutta scheme and Hybrid Attention Module for pig face recognition

Jianjun Guo, Yiyou Kong, Lijun Lin, Longqin Xu, Dachun Feng, Liang Cao, Jiexin Chen, Junwei Ye, Shuqing Ye, Zhaozhong Yao, Yue Liu, Tonglai Liu, Shuangyin Liu

Computers and Electronics in Agriculture

DOI

2024

Maize emergence rate and leaf emergence speed estimation via image detection under field rail-based phenotyping platform

Lvhan Zhuang, Chuanyu Wang, Haoyuan Hao, Jinhui Li, Longqin Xu, Shuangyin Liu, Xinyu Guo

Computers and Electronics in Agriculture

DOI

2024

Automatic acquisition, analysis and wilting measurement of cotton 3D phenotype based on point cloud

Haoyuan Hao, Sheng Wu, Yuankun Li, Weiliang Wen, Jiangchuan Fan, Yongjiang Zhang, Lvhan Zhuang, Longqin Xu, Hongxin Li, Xinyu Guo, Shuangyin Liu

Biosystems Engineering

DOI

2023

新农科背景下农业工程人才培养的数据库教学探究

王晶，刘双印，杨伟伟

《智慧农业导刊》

2023

对分课堂联合TBL教学新模式设计与实践

郑建华，刘双印

《计算机教育》

2023

建构主义视域下在线开放课程在混合式教学模式中的应用

郑建华，刘双印，冯大春，曹亮

《创新创业理论研究与实践》

2023

基于注意机制和YOLOv5n的肉羊攻击性行为检测方法（英文）

冯大春，徐亚磊，聂晶，刘双印，李景彬，Shahbaz Gul Hassan，刘同来，徐龙琴，温宝琴

《仲恺农业工程学院学报》

2023

基于机器视觉和PNN神经网络的鸭蛋表面缺陷检测研究

郑梓瀚，吴健豪，黄燕芸，刘双印，罗智杰，陈宁夏

《现代农业装备》

2023

基于校外实践教学基地的地方涉农高校计算机类专业应用型人才培养模式研究

冯大春，刘双印，郑建华，曹亮，刘同来，徐龙琴

《大学教育》

2023

Cracked Tongue Extraction Model Based on Improved U-Net Method

Zihao Zhang, Jian-Hua Zheng, Ruolin Zhao, Shuangyin Liu, Zhengjie Liu, Jinhe Wang

IEEE Access

DOI

2023

An Underwater Image Restoration Deep Learning Network Combining Attention Mechanism and Brightness Adjustment

Jian-Hua Zheng, Ruolin Zhao, Gaolin Yang, Shuangyin Liu, Zihao Zhang, Yusha Fu, Junde Lu

Journal of Marine Science and Engineering

DOI

2023

An Image Detection Model for Aggressive Behavior of Group Sheep

Yalei Xu, Jing Nie, Honglei Cen, Baoqin Wen, Shuangyin Liu, Jingbin Li, Jianbing Ge, Longhui Yu, Linze Lv

Animals

DOI

2023

YOLOv5-Based Improved Model for River Fish Detection

Wenxin Hua, Min Yi He, Liheng Xu, Gengshen Xiao, Tonglai Liu, Shuangyin Liu

DOI

2023

Spatio-Temporal-Based Identification of Aggressive Behavior in Group Sheep

Yalei Xu, Jing Nie, Honglei Cen, Baoqin Wen, Shuangyin Liu, Jingbin Li, Jianbing Ge, Longhui Yu, Yuhai Pu, Kangle Song, Zichen Liu, Qiang Cai

Animals

DOI

2023

A Hybrid Method for Identifying the Feeding Behavior of Tilapia

Yingying Cao, Shuangyin Liu, Mingyan Wang, Wenjun Liu, Tonglai Liu, Liang Cao, Jianjun Guo, Dachun Feng, Hang Zhang, Shahbaz Gul Hassan, Longqin Xu

IEEE Access

DOI

2023

A Method to Predict CO2 Mass Concentration in Sheep Barns Based on the RF-PSO-LSTM Model

Honglei Cen, Longhui Yu, Yuhai Pu, Jingbin Li, Zichen Liu, Qiang Cai, Shuangyin Liu, Jing Nie, Jianbing Ge, Jianjun Guo, Shuo Yang, Hangxing Zhao, Kang Wang

Animals

DOI

2023

Bass detection model based on improved YOLOv5 in circulating water system

Longqin Xu, Hao Deng, Yingying Cao, Wenjun Liu, Guohuang He, Wenting Fan, Tangliang Wei, Liang Cao, Tonglai Liu, Shuangyin Liu

PLoS ONE

DOI

2023

Environmental Prediction in Cold Chain Transportation of Agricultural Products Based on K-Means++ and LSTM Neural Network

Junjie Jiang, Cuiling Peng, Wenjing Liu, Shuangyin Liu, Zhijie Luo, Ningxia Chen

Processes

DOI

2023

A Recognition Method of Ewe Estrus Crawling Behavior Based on Multi-Target Detection Layer Neural Network

Longhui Yu, Jianjun Guo, Yuhai Pu, Honglei Cen, Jingbin Li, Shuangyin Liu, Jing Nie, Jianbing Ge, Shuo Yang, Hangxing Zhao, Yalei Xu, Jianglin Wu, Kang Wang

Animals

DOI

2023

A Novel Hybrid Model to Predict Dissolved Oxygen for Efficient Water Quality in Intensive Aquaculture

Wenjun Liu, Shuangyin Liu, Shahbaz Gul Hassan, Yingying Cao, Longqin Xu, Dachun Feng, Liang Cao, Weijun Chen, Yaocong Chen, Jianjun Guo, Tonglai Liu, Hang Zhang

IEEE Access

DOI

2023

Prediction Dynamics in Cotton Aphid Using Unmanned Aerial Vehicle Multispectral Images and Vegetation Indices

Pingan Jiang, Xuelin Zhou, Tonglai Liu, Xiaohu Guo, Deying Ma, Cong Zhang, Yan Li, Shuangyin Liu

IEEE Access

DOI

2023

An Ensemble Model for Water Temperature Prediction in Intensive Aquaculture

Mingyan Wang, Qing Xu, Yingying Cao, Shahbaz Gul Hassan, Wenjun Liu, Min He, Tonglai Liu, Longqin Xu, Liang Cao, Shuangyin Liu, Huilin Wu

IEEE Access

DOI

2023

Short-term prediction of ammonia levels in goose houses via combined feature selector and random forest

Jiande Huang, Shahbaz Gul Hassan, Longqing Xu, Shuangyin Liu

International journal of agricultural and biological engineering

DOI

2023

A Hybrid Model for Predicting the Environment Humidity of Pigeon Sheds

Wentao Zhou, Longqin Xu, Lin Yang, Shuangyin Liu, Min He, Qingfeng Sheng, Tonglai Liu, Jianjun Guo, Dachun Feng, Shahbaz Gul Hassan, Liang Cao

IEEE Access

DOI

2022

区块链关键技术及存在问题研究综述

刘双印，雷墨鹥兮，王璐，孙传恒，徐龙琴，曹亮，冯大春，郑建华，李景彬

《计算机工程与应用》

2022

规模化肉鸽养殖数字化建设及应用示范

冯大春，刘双印，尹航，徐龙琴，郭建军，陈耀聪，邓皓，周文涛，郑灿杰，谢杰峰，邓景涛，陈伟波，吴惠粦，张兴龙

《中国家禽》

2022

基于物联网的果蔬鲜切系统设计与实现

黄爱清，彭翠玲，钟田锋，潘仲宇，刘双印，罗智杰

《现代农业装备》

2022

基于物联网的光禽屠宰溯源系统开发

冯大春，刘双印，徐龙琴，谢杰锋，张铨华

《农业与技术》

2022

A Method of Invasive Alien Plant Identification Based on Hyperspectral Images

Xi Qiao, Xianghuan Liu, Fu-Kuan Wang, Zhong-yu Sun, Long Yang, Xuejiao Pu, Yiqi Huang, Shuangyin Liu, W. Qian

Agronomy

DOI

2022

Detecting Pests From Light-Trapping Images Based on Improved YOLOv3 Model and Instance Augmentation

Jiawei Lv, Wenyong Li, Ming-Yuan Fan, Tengfei Zheng, Zhankui Yang, Yaocong Chen, Guohuang He, Xin-Ting Yang, Shuangyin Liu, Chuan-Heng Sun

Frontiers in Plant Science

DOI

2022

Credible pigeon permissioned blockchain traceability platform integrated with IoT based on HACCP

Mingyuan Fan, Shuangyin Liu, Longqin Xu, Dachun Feng, Jianjun Guo, Liang Cao, Tonglai Liu, Hassan Shahbaz Gul

Scientific Reports

DOI

2022

A Novel Combined Model for Predicting Humidity in Sheep Housing Facilities

Dachun Feng, Bing Zhou, Qianyu Han, Longqin Xu, Jianjun Guo, Liang Cao, Lvhan Zhuang, Shuangyin Liu, Tonglai Liu

Animals

DOI

2022

Trusted-auditing chain: A security blockchain prototype used in agriculture traceability

Moyixi Lei, Shuangyin Liu, Na Luo, Xinting Yang, Chuanheng Sun

Heliyon

DOI

2022

A Hybrid Model for Temperature Prediction in a Sheep House

Dachun Feng, Bing Zhou, Shahbaz Gul Hassan, Longqin Xu, Tonglai Liu, Liang Cao, Shuangyin Liu, Jianjun Guo

Animals

DOI

2022

Waterfowl breeding environment humidity prediction based on the SRU-based sequence to sequence model

Yaocong Chen, Mingyuan Fan, Shahbaz Gul Hassan, Jiawei Lv, Bing Zhou, Wenting Fan, Jingbin Li, Tonglai Liu, Shuangyin Liu, Huilin Wu, Longqin Xu

Computers and Electronics in Agriculture

DOI

2022

A Lightweight Neural Network-Based Method for Detecting Estrus Behavior in Ewes

Longhui Yu, Yuhai Pu, Honglei Cen, Jingbin Li, Shuangyin Liu, Jing Nie, Jianbing Ge, Linze Lv, Yali Li, Yalei Xu, Jianjun Guo, Hangxing Zhao, Kang Wang

Agriculture

DOI

2022

Integration of Privacy Protection and Blockchain-Based Food Safety Traceability: Potential and Challenges

Moyixi Lei, Longqin Xu, Tonglai Liu, Shuangyin Liu, Chuanheng Sun

Foods

DOI

2022

Pigeon cleaning behavior detection algorithm based on light-weight network

Jianjun Guo, Guohuang He, Hao Deng, Wenting Fan, Longqin Xu, Liang Cao, Dachun Feng, Jingbin Li, Huilin Wu, Jiawei Lv, Shuangyin Liu, Shahbaz Gul Hassan

Computers and Electronics in Agriculture

DOI

2022

A hybrid model for the prediction of dissolved oxygen in seabass farming

Jianjun Guo, Jiaqi Dong, Bing Zhou, Xuehua Zhao, Shuangyin Liu, Qianyu Han, Huilin Wu, Longqin Xu, Shahbaz Gul Hassan

Computers and Electronics in Agriculture

DOI

2022

Fry Counting Models Based on Attention Mechanism and YOLOv4-Tiny

Dachun Feng, Jiefeng Xie, Tonglai Liu, Longqin Xu, Jianjun Guo, Shahbaz Gul Hassan, Shuangyin Liu

IEEE Access

DOI

2021

面向智慧农业的大学生创新创业培养问题分析与模式探索

郑建华，刘双印，王潇

《创新创业理论研究与实践》

2021

对虾养殖溶解氧浓度组合预测模型EMD-RF-LSTM

尹航，李祥铜，徐龙琴，李景彬，刘双印，曹亮，冯大春，郭建军，李利桥

《智慧农业(中英文)》

2021

基于改进蚁群算法的多农业机器人路径规划研究

罗智杰，黄子涛，许嘉志，潘仲宇，曹亮，刘双印

《现代农业装备》

2021

基于WTD-LSTM的对虾养殖水温组合预测模型

李祥铜，曹亮，李湘丽，刘双印，徐龙琴，呼增，黄运茂，尹航

《广东农业科学》

DOI

2021

新时代“双创”驱动下应用型本科院校创新实验室建设研究

曹亮，李湘丽，刘双印，徐龙琴，呼增，罗智杰，郑建华，尹航，冯大春

《中国多媒体与网络教学学报(上旬刊)》

2021

基于XGBoost的水禽养殖粉尘预测研究

李祥铜，曹亮，李湘丽，刘双印，徐龙琴，黄运茂

《仲恺农业工程学院学报》

2021

基于ECharts的对虾产业数据可视化分析平台设计及实现

尹航，廖梓渊，徐龙琴，刘双印，曹亮，郭建军

《现代农业装备》

2021

A Review of Plant Phenotypic Image Recognition Technology Based on Deep Learning

Jian-Bin Xiong, De-Zheng Yu, Shuangyin Liu, Lei Shu, Xiaochan Wang, Zhaoke Liu

Electronics

DOI

2021

Intra‐cluster aggregation aware routing for distributed training in wireless sensor networks

Zhaohong Chen, Xin Long, Long Chen, Yalan Wu, Jigang Wu, Shuangyin Liu

Concurrency and Computation Practice and Experience

DOI

2021

Dissolved oxygen content interval prediction based on auto regression recurrent neural network

Jiande Huang, Yue Huang, Shahbaz Gul Hassan, Longqin Xu, Shuangyin Liu

Journal of Ambient Intelligence and Humanized Computing

DOI

2021

Pollution index of waterfowl farm assessment and prediction based on temporal convoluted network

Jiande Huang, Shuangyin Liu, Shahbaz Gul Hassan, Longqin Xu

PLoS ONE

DOI

2021

A hybrid model for short-term dissolved oxygen content prediction

Jiande Huang, Shuangyin Liu, Shahbaz Gul Hassan, Longqin Xu, Cifeng Huang

Computers and Electronics in Agriculture

DOI

2021

Task Offloading Algorithms for Novel Load Balancing in Homogeneous Fog Network

Jiaquan Yan, Jigang Wu, Yalan Wu, Long Chen, Shuangyin Liu

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2021

Underwater Image Quality Assessment: Subjective and Objective Methods

Pengfei Guo, Lang He, Shuangyin Liu, Delu Zeng, Hantao Liu

IEEE Transactions on Multimedia

DOI

2021

Smart Contract-Based Agricultural Food Supply Chain Traceability

Lu Wang, Longqin Xu, Zhiying Zheng, Shuangyin Liu, Xiangtong Li, Liang Cao, Jingbin Li, Chuanheng Sun

IEEE Access

DOI

2021

A Novel Method to Predict Laying Rate Based on Multiple Environment Variables

Hang Yin, Chuanyun Liu, Yacui Gao, Wenting Fan, Bin Xiao, Liang Cao, Shahbaz Gul Hassan, Shuangyin Liu

IEEE Access

DOI

2021

Research of Water Body Turbidity Classification Model for Aquiculture Based on Transfer Learning

Jianhua Zheng, Gaolin Yang, Yanxuan Huang, Leian Liu, Guihuang Hong, Zitao Qiu, Shuangyin Liu

Journal of Physics Conference Series

DOI

2021

Data Aggregation Aware Routing for Distributed Training

Zhaohong Chen, Xin Long, Yalan Wu, Long Chen, Jigang Wu, Shuangyin Liu

Lecture notes in computer science

DOI

2020

基于PCA-SVR-ARMA的狮头鹅养殖禽舍气温组合预测模型

刘双印，黄建德，徐龙琴，赵学华，李祥铜，曹亮，温宝琴，黄运茂

《农业工程学报》

2020

Multi-scale enhancement fusion for underwater sea cucumber images based on human visual system modelling

Pengfei Guo, Delu Zeng, Yunbo Tian, Shuangyin Liu, Hantao Liu, Daoliang Li

Computers and Electronics in Agriculture

DOI

2019

农业人工智能的现状与应用综述

刘双印，黄建德，黄子涛，徐龙琴，罗智杰

《现代农业装备》

2019

区块链技术综述

王璐，刘双印，张垒，徐龙琴，曹亮

《数字通信世界》

2019

基于物联网的水禽健康养殖环境监控系统研究

张垒，刘双印，徐龙琴，田允波，黄运茂，曹亮

《长江信息通信》

2019

种子防伪防窜系统的设计与实现

张垒，刘双印，吉晓娟，郭孟浩

《电子技术与软件工程》

2019

基于载波序号调制的水禽监控网络接收机研究

呼增，刘双印，郭鹏飞，曹亮，黄运茂，徐龙琴

《仲恺农业工程学院学报》

2019

基于平行向量自回归模型的蛋鸭养殖环境预测研究

郭鹏飞，张垒，刘双印，徐龙琴，曹亮，黄运茂

《科技创新与应用》

2019

Application of Non-Orthogonal Multiple Access for IoT in Food Traceability System

Lu Wang, Zeng Hu, Shuangyin Liu, Zhiying Zheng, Liang Cao, Longqin Xu, Xiangli Li

IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)

DOI

2019

Numeric Prediction of Dissolved Oxygen Status Through Two-Stage Training for Classification-Driven Regression

Pengfei Guo, Han Liu, Shuangyin Liu, Longqin Xu

International Conference on Machine Learning and Cybernetics

DOI

2018

基于联盟博弈和极限学习机的棉花异性纤维识别方法

赵学华，王名镜，刘双印，徐龙琴，刘文娟

《仲恺农业工程学院学报》

2018

基于农产品溯源的二维码防伪系统设计

张垒，刘双印，曹亮，徐龙琴，黄运茂，闫大顺

《通信技术》

2018

Fault Diagnosis of Water Quality Monitoring Devices Based on Multiclass Support Vector Machines and Rule-Based Decision Trees

Shuangyin Liu, Longqin Xu, Qiucheng Li, Xuehua Zhao, Daoliang Li

IEEE Access

DOI

2017

基于Citespace的我国农业物联网文献计量分析

郭祥云，刘杰，徐龙琴，张京京，刘双印

《仲恺农业工程学院学报》

2017

以创新能力培养为核心的数据库课程群建设理论与实践研究

徐龙琴，刘双印，冼远清

《中国教育信息化》

2017

基于物联网的对虾工厂化育苗环境智能监控系统研究

徐龙琴，刘双印，沈玉利，李道亮

《佳木斯大学学报(自然科学版)》

2017

Prediction of water temperature in prawn cultures based on a mechanism model optimized by an improved artificial bee colony

Longqin Xu, Shuangyin Liu, Daoliang Li

Computers and Electronics in Agriculture

DOI

2016

基于EMD和ELM的工厂化育苗水温组合预测模型

徐龙琴，张军，李乾川，刘双印，李道亮

《农业机械学报》

2016

An Efficient and Effective Automatic Recognition System for Online Recognition of Foreign Fibers in Cotton

Xuehua Zhao, Daoliang Li, Bo Yang, Shuangyin Liu, Zhifang Pan, Huiling Chen

IEEE Access

DOI

2015

基于粗糙集融合支持向量机的水质预警模型

刘双印，徐龙琴，李道亮

《系统工程理论与实践》，Vol. 35, No. 6

下载原文

2014

基于计算智能的水产养殖水质预测预警方法研究

刘双印

《中国农业大学》

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基于“三维筑基、三链贯通、三柱聚力”的地方涉农高校IT类人才培养模式研究

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涉农高校人工智能通识课程建设探索与实践——以仲恺农业工程学院为例

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Temperature-fluctuation effects on shrimp protein quality assessed via a multi-stage temperature-fluctuation protein convolutional neural network

DF-MobileNetV4: A dual-scale adaptive attention and fused ConvBlock enhanced MobileNetV4 for underwater fish feeding behavior recognition

An Adaptive Canny Edge detection architecture with dual attention for precise segmentation of individual aquaculture ponds

STCA-MobileViTv3: A spatiotemporal collaborative attention network for fish feeding intensity recognition in underwater videos

RBSS-YOLOv8: multi-scale feature enhancement for high-density pig aggression detection

HEDSPose: pigeon pose estimation in cage environments via hierarchical edge fusion and spatial-aware confidence calibration

面向智慧农业的计算机视觉课程教学改革实践

基于深度学习的西瓜病虫害检测研究

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“新农科+新工科”背景下《人工智能及应用》课程教学改革与实践探索

基于MCB-Mamba-FECA的水产养殖溶解氧长期预测模型

面向解决复杂工程问题能力培养的农业院校软件工程实践教学设计

基于XGBoost-WOA-GRU的稻田土壤水分含量预测

基于Transformer-MultiScaleTCN的鹅舍湿度多步预测模型

基于改进YOLOv5的菌菇检测及分类模型研究

A QEFA-optimized LSTM-KAN hybrid model for dissolved oxygen prediction and control in aquaculture

RDT-YOLO: An Improved Lightweight Model for Fish Maw Authenticity Detection

Walnut Surface Defect Classification and Detection Model Based on Enhanced YOLO11n

Hybrid deep learning framework for real-time DO prediction in aquaculture

Non-destructive assessment of tilapia texture using Raman–infrared fusion and an attention-based LSTM model

PSG-Crossformer: a hybrid model for long-term dissolved oxygen prediction in aquaculture

A hybrid enhanced optimization architecture-based model for long-term water temperature prediction in aquaculture

Early Plant Classification Model Based on Dual Attention Mechanism and Multi-Scale Module

Detection of fungal disease in citrus fruit based on hyperspectral imaging

Real-time detection of hypoxic stress behavior in aquaculture fish using an enhanced YOLOv8 model

A method for fusing attention mechanism-based ResNet and improved ConvNeXt for analyzing fish feeding behavior

A two-stage hybrid model for dissolved oxygen prediction and control in aquaculture

An ensembled method for predicting dissolved oxygen level in aquaculture environment

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基于机器视觉的裂纹鸡蛋分拣系统设计

专业思政实施困境及其成因分析与路径探索

基于协同创新的农业工程与信息技术专业型硕士培养模式探析

Dead Fish Detection Model Based on DD-IYOLOv8

Small Target Ewe Behavior Recognition Based on ELFN-YOLO

Lightweight network based on Fourth order Runge-Kutta scheme and Hybrid Attention Module for pig face recognition

Maize emergence rate and leaf emergence speed estimation via image detection under field rail-based phenotyping platform

Automatic acquisition, analysis and wilting measurement of cotton 3D phenotype based on point cloud

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对分课堂联合TBL教学新模式设计与实践

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Cracked Tongue Extraction Model Based on Improved U-Net Method

An Underwater Image Restoration Deep Learning Network Combining Attention Mechanism and Brightness Adjustment

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YOLOv5-Based Improved Model for River Fish Detection

Spatio-Temporal-Based Identification of Aggressive Behavior in Group Sheep

A Hybrid Method for Identifying the Feeding Behavior of Tilapia

A Method to Predict CO2 Mass Concentration in Sheep Barns Based on the RF-PSO-LSTM Model

Bass detection model based on improved YOLOv5 in circulating water system

Environmental Prediction in Cold Chain Transportation of Agricultural Products Based on K-Means++ and LSTM Neural Network

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A Novel Hybrid Model to Predict Dissolved Oxygen for Efficient Water Quality in Intensive Aquaculture

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An Ensemble Model for Water Temperature Prediction in Intensive Aquaculture

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A Method of Invasive Alien Plant Identification Based on Hyperspectral Images

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