Liujun Li

About Liujun Li

Liujun Li, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Robotics Sensing, Machine Learning, High-throughput Phenotyping, Smart Infrastructure, Smart Farm.

His recent articles reflect a diverse array of research interests and contributions to the field:

SMWE-GFPNNet: A High-precision and Robust Method for Forest Fire Smoke Detection

An integration–competition network for bridge crack segmentation under complex scenes

DUCTNet: An Effective Road Crack Segmentation Method in UAV Remote Sensing Images Under Complex Scenes

Unmanned vehicle having flight configuration and surface traverse configuration

MFaster r-CNN for maize leaf diseases detection based on machine vision

DGPF-RENet: A Low Data Dependency Network With Low Training lterations For Hyperspectral Image Classification

An effective image-based tomato leaf disease segmentation method using MC-UNet

Aerial Nondestructive Testing and Evaluation (aNDT&E)

Liujun Li Information

University

Position

___

Citations(all)

1021

Citations(since 2020)

729

Cited By

463

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

21

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Liujun Li Skills & Research Interests

Robotics Sensing

Machine Learning

High-throughput Phenotyping

Smart Infrastructure

Smart Farm

Top articles of Liujun Li

Title

Journal

Author(s)

Publication Date

SMWE-GFPNNet: A High-precision and Robust Method for Forest Fire Smoke Detection

Knowledge-Based Systems

Rui Li

Yaowen Hu

Lin Li

Renxiang Guan

Ruoli Yang

...

2024/2/15

An integration–competition network for bridge crack segmentation under complex scenes

Computer‐Aided Civil and Infrastructure Engineering

Lixiang Sun

Yixin Yang

Guoxiong Zhou

Aibin Chen

Yukai Zhang

...

2024/2

DUCTNet: An Effective Road Crack Segmentation Method in UAV Remote Sensing Images Under Complex Scenes

IEEE Transactions on Intelligent Transportation Systems

Lixiang Sun

Yixin Yang

Zaichun Yang

Guoxiong Zhou

Liujun Li

2024/4/15

Unmanned vehicle having flight configuration and surface traverse configuration

2024/3/28

MFaster r-CNN for maize leaf diseases detection based on machine vision

Arabian Journal for Science and Engineering

Jie He

Tao Liu

Liujun Li

Yahui Hu

Guoxiong Zhou

2023/2

DGPF-RENet: A Low Data Dependency Network With Low Training lterations For Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing

Jialei Zhan

Yuhang Xie

Jiajia Guo

Yaowen Hu

Guoxiong Zhou

...

2023/8/21

An effective image-based tomato leaf disease segmentation method using MC-UNet

Plant Phenomics

Yubao Deng

Haoran Xi

Guoxiong Zhou

Aibin Chen

Yanfeng Wang

...

2023/5/15

Aerial Nondestructive Testing and Evaluation (aNDT&E)

Materials Evaluation

Genda Chen

Liujun Li

Zhenhua Shi

Bo Shang

2023/1

A Precise Image-Based Tomato Leaf Disease Detection Approach Using PLPNet

Plant Phenomics

Zhiwen Tang

Xinyu He

Guoxiong Zhou

Aibin Chen

Yanfeng Wang

...

2023/5/12

Identification of tomato leaf diseases based on LMBRNet

Engineering Applications of Artificial Intelligence

Mingxuan Li

Guoxiong Zhou

Aibin Chen

Liujun Li

Yahui Hu

2023/8/1

MDMASNet: A dual-task interactive semi-supervised remote sensing image segmentation method

Signal Processing

Liangji Zhang

Zaichun Yang

Guoxiong Zhou

Chao Lu

Aibin Chen

...

2023/11/1

Apple leaf disease identification in complex background based on BAM-net

Agronomy

Yuxi Gao

Zhongzhu Cao

Weiwei Cai

Gufeng Gong

Guoxiong Zhou

...

2023/4/27

Identification of grape leaf diseases based on VN-BWT and Siamese DWOAM-DRNet

Engineering Applications of Artificial Intelligence

Chuang Cai

Qifan Wang

Weiwei Cai

Yixin Yang

Yahui Hu

...

2023/8/1

Segmentation network of concrete cracks with multi-frequency OctaveRes dual encoder and cross-attention mechanism optimized by average weight

Automation in Construction

Qifan Wang

Aibin Chen

Weiwei Cai

Chuang Cai

Shundong Fang

...

2023/11/1

Segmentation Detection Method for Complex Road Cracks Collected by UAV Based on HC-Unet++

Drones

Hongbin Cao

Yuxi Gao

Weiwei Cai

Zhuonong Xu

Liujun Li

2023/3/10

Machine learning-based seismic damage assessment of residential buildings considering multiple earthquake and structure uncertainties

Natural hazards review

Xinzhe Yuan

Liujun Li

Haibin Zhang

Yanping Zhu

Genda Chen

...

2023/8/1

UAV-based road crack object-detection algorithm

Automation in Construction

Xinyu He

Zhiwen Tang

Yubao Deng

Guoxiong Zhou

Yanfeng Wang

...

2023/10/1

Identification of tomato leaf diseases based on multi-channel automatic orientation recurrent attention network

Computers and Electronics in Agriculture

Yukai Zhang

Shuangjie Huang

Guoxiong Zhou

Yahui Hu

Liujun Li

2023/2/1

MMFNet: Forest fire smoke detection using multiscale convergence coordinated pyramid network with mixed attention and fast-robust NMS

IEEE Internet of Things Journal

Liangji Zhang

Chao Lu

Haiwen Xu

Aibin Chen

Liujun Li

...

2023/5/18

Multi-scale sparse network with cross-attention mechanism for image-based butterflies fine-grained classification

Applied Soft Computing

Maopeng Li

Guoxiong Zhou

Weiwei Cai

Jiayong Li

Mingxuan Li

...

2022/3/1

See List of Professors in Liujun Li University(University of Illinois at Urbana-Champaign)

Co-Authors

academic-engine