Junfeng Gao

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 49

Top Topics

Convolutional Neural Network

Structured Environments

Top Venues

Comput. Electron. Agric.

IEEE J. Biomed. Health Informatics

Expert Syst. Appl.

Publications

Xianjun Yang, Junfeng Gao, Wenxin Xue, Erik Alexandersson
PLLaMa: An Open-source Large Language Model for Plant Science. CoRR (2024)
Rajitha de Silva, Grzegorz Cielniak, Junfeng Gao
Vision based crop row navigation under varying field conditions in arable fields. Comput. Electron. Agric. 217 (2024)
Xumin Gao, Wenxin Xue, Callum Lennox, Mark Stevens, Junfeng Gao
Developing a hybrid convolutional neural network for automatic aphid counting in sugar beet fields. Comput. Electron. Agric. 220 (2024)
Yanchao Zhang, Ziyi Yan, Junfeng Gao, Yiyang Shen, Haozhe Zhou, Wei Tang, Yongliang Lu, Yongjie Yang
UAV imaging hyperspectral for barnyard identification and spatial distribution in paddy fields. Expert Syst. Appl. 255 (2024)
Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens, Wenxin Xue, Erik Alexandersson, Jan G. Pieters
Cross-domain transfer learning for weed segmentation and mapping in precision farming using ground and UAV images. Expert Syst. Appl. 246 (2024)
Madeleine Darbyshire, Shaun Coutts, Eleanor Hammond, Fazilet Gokbudak, Cengiz Öztireli, Petra Bosilj, Junfeng Gao, Elizabeth Sklar, Simon Parsons
Multispectral Fine-Grained Classification of Blackgrass in Wheat and Barley Crops. CoRR (2024)
Junfeng Gao, Luneng Zhao, Yuan Chang, Yanxue Zhang, Shi Qiu, Yuanyuan Zhao, Hongsheng Liu, Jijun Zhao
Intelligent Structure Searching and Designs for Nanoclusters: Effective Units in Atomic Manufacturing. Adv. Intell. Syst. 6 (6) (2024)
Jiayu Zhang, Baohua Zhang, Chao Qi, Innocent Nyalala, Peter Mecha, Kunjie Chen, Junfeng Gao
MAIANet: Signal modulation in cassava leaf disease classification. Comput. Electron. Agric. 225 (2024)
Jin Gao, Junxiong Zhang, Fan Zhang, Junfeng Gao
LACTA: A lightweight and accurate algorithm for cherry tomato detection in unstructured environments. Expert Syst. Appl. 238 (Part C) (2024)
Hongyan Zhu, Shuai Qin, Min Su, Chengzhi Lin, Anjie Li, Junfeng Gao
Harnessing Large Vision and Language Models in Agriculture: A Review. CoRR (2024)
Xuanwei Zeng, Yong Yang, Qiaoqiao Xu, Huimiao Zhan, Haoan Lv, Zhiqiang Zhou, Xin Ma, Xiaojuan Liu, Jiaojiao Gui, Qianruo Kang, Neal Xiong, Junfeng Gao, Hua Zheng
Intraoperative enhancement of effective connectivity in the default mode network predicts postoperative delirium following cardiovascular surgery. Future Gener. Comput. Syst. 145 (2023)
Chao Qi, Murilo Sandroni, Jesper Cairo Westergaard, Ea Høegh Riis Sundmark, Merethe Bagge, Erik Alexandersson, Junfeng Gao
In-field classification of the asymptomatic biotrophic phase of potato late blight based on deep learning and proximal hyperspectral imaging. Comput. Electron. Agric. 205 (2023)
Sihong Wei, Junfeng Gao, Yong Yang, Naixue Xiong, Jiaqi Zhang, Jian Song, Qianruo Kang, Yaqian Li, Haoan Lv
Analysis of Weight-Directed Functional Brain Networks in the Deception State Based on EEG Signal. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Xinzhou Li, Junfeng Gao, Shichao Jin, Chunxin Jiang, Mingming Zhao, Mingzhou Lu
Towards robust registration of heterogeneous multispectral UAV imagery: A two-stage approach for cotton leaf lesion grading. Comput. Electron. Agric. 212 (2023)
Rajitha de Silva, Grzegorz Cielniak, Junfeng Gao
Leaving the Lines Behind: Vision-Based Crop Row Exit for Agricultural Robot Navigation. CoRR (2023)
Rajitha de Silva, Grzegorz Cielniak, Junfeng Gao
Crop Row Switching for Vision-Based Navigation: A Comprehensive Approach for Efficient Crop Field Navigation. CoRR (2023)
Xumin Gao, Wenxin Xue, Callum Lennox, Mark Stevens, Junfeng Gao
Advancing Early Detection of Virus Yellows: Developing a Hybrid Convolutional Neural Network for Automatic Aphid Counting in Sugar Beet Fields. CoRR (2023)
Rajitha de Silva, Grzegorz Cielniak, Junfeng Gao
Towards Infield Navigation: leveraging simulated data for crop row detection. CoRR (2022)
Zhouzheng Li, Dongyan Miao, Junfeng Gao, Kun Feng
Learning Stable Representations with Progressive Autoencoder (PAE). ICONIP (4) (2022)
Junfeng Gao, Xiangde Min, Qianruo Kang, Huifang Si, Huimiao Zhan, Anne Manyande, Xuebi Tian, Yinhong Dong, Hua Zheng, Jian Song
Effective Connectivity in Cortical Networks During Deception: A Lie Detection Study Based on EEG. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Chao Qi, Junfeng Gao, Simon Pearson, Helen Harman, Kunjie Chen, Lei Shu
Tea chrysanthemum detection under unstructured environments using the TC-YOLO model. Expert Syst. Appl. 193 (2022)
Rajitha de Silva, Grzegorz Cielniak, Gang Wang, Junfeng Gao
Deep learning-based Crop Row Following for Infield Navigation of Agri-Robots. CoRR (2022)
Rajitha de Silva, Grzegorz Cielniak, Junfeng Gao
Vision based Crop Row Navigation under Varying Field Conditions in Arable Fields. CoRR (2022)
Rajitha de Silva, Grzegorz Cielniak, Junfeng Gao
Towards Infield Navigation: leveraging simulated data for crop row detection. CASE (2022)
Feng Tian, Yiyang Fan, Junfeng Gao, Jiacong Huang
A novel lake-zoning framework for large lakes based on numerical modelling. Ecol. Informatics 69 (2022)
Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens, Erik Alexandersson, Jan G. Pieters
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming. CoRR (2022)
Tang Yu, Wang Chen, Junfeng Gao, Hua Poxi
Intelligent Detection Method of Forgings Defects Detection Based on Improved EfficientNet and Memetic Algorithm. IEEE Access 10 (2022)
Adrian Salazar Gomez, Madeleine Darbyshire, Junfeng Gao, Elizabeth I. Sklar, Simon Parsons
Beyond mAP: Towards practical object detection for weed spraying in precision agriculture. IROS (2022)
Junfeng Gao, Lingyun Gu, Xiangde Min, Pan Lin, Chenhong Li, Quan Zhang, Nini Rao
Brain Fingerprinting and Lie Detection: A Study of Dynamic Functional Connectivity Patterns of Deception Using EEG Phase Synchrony Analysis. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Rajitha de Silva, Grzegorz Cielniak, Junfeng Gao
Towards agricultural autonomy: crop row detection under varying field conditions using deep learning. CoRR (2021)
Junfeng Gao, Jesper Cairo Westergaard, Ea Høegh Riis Sundmark, Merethe Bagge, Erland Liljeroth, Erik Alexandersson
Automatic late blight lesion recognition and severity quantification based on field imagery of diverse potato genotypes by deep learning. Knowl. Based Syst. 214 (2021)
Hui Zhou, Dandan Yang, Zhengyi Li, Dao Zhou, Junfeng Gao, Jinan Guan
Locomotion Mode Recognition for Walking on Three Terrains Based on sEMG of Lower Limb and Back Muscles. Sensors 21 (9) (2021)
Chao Qi, Junfeng Gao, Simon Pearson, Helen Harman, Kunjie Chen, Lei Shu
Tea Chrysanthemum Detection under Unstructured Environments Using the TC-YOLO Model. CoRR (2021)
Chao Qi, Murilo Sandroni, Jesper Cairo Westergaard, Ea Høegh Riis Sundmark, Merethe Bagge, Erik Alexandersson, Junfeng Gao
In-field early disease recognition of potato late blight based on deep learning and proximal hyperspectral imaging. CoRR (2021)
Adrian Salazar Gomez, Madeleine Darbyshire, Junfeng Gao, Elizabeth I. Sklar, Simon Parsons
Towards practical object detection for weed spraying in precision agriculture. CoRR (2021)
Jiacong Huang, Ming Kong, Chen Zhang, Zhen Cui, Feng Tian, Junfeng Gao
PyAEM: A Python toolkit for aquatic ecosystem modelling. Ecol. Informatics 60 (2020)
Quan Zhang, Ning Zhang, Lei Kang, Gang Hu, Xiangguo Yan, Xiaorong Ding, Qizhi Fu, Yuan-Ting Zhang, Ni Zhao, Junfeng Gao, Gary E. Strangman
Technology Development for Simultaneous Wearable Monitoring of Cerebral Hemodynamics and Blood Pressure. IEEE J. Biomed. Health Informatics 23 (5) (2019)
Yanchao Zhang, Junfeng Gao, Haiyan Cen, Yongliang Lu, Xiaoyue Yu, Yong He, Jan G. Pieters
Automated spectral feature extraction from hyperspectral images to differentiate weedy rice and barnyard grass from a rice crop. Comput. Electron. Agric. 159 (2019)
Junfeng Gao, Jian Song, Yong Yang, Shun Yao, Jinan Guan, Huifang Si, Hui Zhou, Sheng Ge, Pan Lin
Deception Decreases Brain Complexity. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens, Jürgen Vangeyte, Aleksandra Pizurica, Yong He, Jan G. Pieters
Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery. Int. J. Appl. Earth Obs. Geoinformation 67 (2018)
Hai Huang, Bin Yu, Zhiwei Liu, Rui Weng, Junfeng Gao, Mingyuan Ren
DPA countermeasures for reconfigurable crypto processor using non-deterministic execution. IEICE Electron. Express 15 (24) (2018)
Bingnan Jiang, Jianlin Ma, Jinglei Chu, Junfeng Gao
New Design Calculation Method for "Zero-Occupancy" Foundation Pit Support Structure that Adjacent to Building. IEEA (2018)
Yichuan Jiang, Xinyu Chen, Hui Liu, Yue Leng, Yuankui Yang, Pan Lin, Junfeng Gao, Ruimin Wang, Keiji Iramina, Sheng Ge
Rapid Detection of Targets from Complex Backgrounds Based on Eye-tracking Data. CSAE (2018)
Chunlin Zhao, Min Zhao, Yong Yang, Junfeng Gao, Nini Rao, Pan Lin
The Reorganization of Human Brain Networks Modulated by Driving Mental Fatigue. IEEE J. Biomed. Health Informatics 21 (3) (2017)
Sheng Ge, Qing Yang, Ruimin Wang, Pan Lin, Junfeng Gao, Yue Leng, Yuankui Yang, Haixian Wang
A Brain-Computer Interface Based on a Few-Channel EEG-fNIRS Bimodal System. IEEE Access 5 (2017)
Jiacong Huang, Junfeng Gao
An ensemble simulation approach for artificial neural network: An example from chlorophyll a simulation in Lake Poyang, China. Ecol. Informatics 37 (2017)
Yijun Xiong, Junfeng Gao, Ran Chen
Wavelet Entropy Analysis for Detecting Lying Using Event-Related Potentials. GSKI (1) (2017)
Gao-Peng Sun, Hui Liu, Yanhua Shi, Yue Leng, Pan Lin, Ruimin Wang, Yuankui Yang, Junfeng Gao, Haixian Wang, Keiji Iramina, Sheng Ge
One class support vector machine based filter for improving the classification accuracy of SSVEP BCI. CISP-BMEI (2017)
Junfeng Gao, Guangjun Li, Letian Huang, Qiang Li
An Amplifier-Free Pipeline-SAR ADC Architecture With Enhanced Speed and Energy Efficiency. IEEE Trans. Circuits Syst. II Express Briefs (4) (2016)
Wei Gao, Jin-an Guan, Junfeng Gao, Dao Zhou
Multi-ganglion ANN based feature learning with application to P300-BCI signal classification. Biomed. Signal Process. Control. 18 (2015)
Junfeng Gao, Guangjun Li
Signal independent digital calibration technique for SAR ADC with one bit redundancy. IEICE Electron. Express 12 (9) (2015)
Jiacong Huang, Junfeng Gao, Yan Xu, Jutao Liu
Towards better environmental software for spatio-temporal ecological models: Lessons from developing an intelligent system supporting phytoplankton prediction in lakes. Ecol. Informatics 25 (2015)
Junfeng Gao, Guangjun Li, Qiang Li
Central span switching structure for SAR ADC with improved linearity and reduced DAC power. IEICE Electron. Express 12 (5) (2015)
Changhe Fu, Guangxu Jin, Junfeng Gao, Rui Zhu, Efren Ballesteros-Villagrana, Stephen T. C. Wong
DrugMap Central: an on-line query and visualization tool to facilitate drug repositioning studies. Bioinform. 29 (14) (2013)
Junfeng Gao, Guangjun Li, Qiang Li
High performance SAR ADC with offset and noise tolerance. MWSCAS (2013)
Chunhua Weng, Yu Li, Solomon Berhe, Mary Regina Boland, Junfeng Gao, Gregory William Hruby, Richard C. Steinman, Carlos Lopez-Jimenez, Linda Busacca, George Hripcsak, Suzanne Bakken, J. Thomas Bigger
An Integrated Model for Patient Care and Clinical Trials (IMPACT) to support clinical research visit scheduling workflow for future learning health systems. J. Biomed. Informatics 46 (4) (2013)
Junfeng Gao, Bo Chen, Guangjun Li, Qiang Li
A 13-bit 200MS/s PIPELINE ADC in 0.13µm CMOS. MWSCAS (2013)
Junfeng Gao, Xiangguo Yan, Jiancheng Sun, Chongxun Zheng
Denoised P300 and machine learning-based concealed information test method. Comput. Methods Programs Biomed. 104 (3) (2011)
Junfeng Gao, Lynda B. M. Ellis, Lawrence P. Wackett
The University of Minnesota Pathway Prediction System: multi-level prediction and visualization. Nucleic Acids Res. 39 (Web-Server-Issue) (2011)
Junfeng Gao, Pan Lin, Yong Yang, Pei Wang, Chongxun Zheng
Real-time removal of ocular artifacts from EEG based on independent component analysis and manifold learning. Neural Comput. Appl. 19 (8) (2010)
Junfeng Gao, Lynda B. M. Ellis, Lawrence P. Wackett
The University of Minnesota Biocatalysis/Biodegradation Database: improving public access. Nucleic Acids Res. 38 (Database-Issue) (2010)
Junfeng Gao, Jiancheng Sun, Pan Lin, Chongxun Zheng, Pei Wang
A template-based isomap algorithm for real-time removal of ocular artifacts from EEG signals. ICIS (2009)
Junfeng Gao, Chongxun Zheng, Pei Wang
Automatic Removal of Ocular Artifacts from EEG Signals. BMEI (2009)
Lynda B. M. Ellis, Junfeng Gao, Kathrin Fenner, Lawrence P. Wackett
The University of Minnesota pathway prediction system: predicting metabolic logic. Nucleic Acids Res. 36 (Web-Server-Issue) (2008)
Kathrin Fenner, Junfeng Gao, Stefan Kramer, Lynda B. M. Ellis, Lawrence P. Wackett
Data-driven extraction of relative reasoning rules to limit combinatorial explosion in biodegradation pathway prediction. Bioinform. 24 (18) (2008)