Leaderboards/Advanced Measurement and Detection Methods

Advanced Measurement and Detection Methods

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Tianfang Zhang
Tsinghua University
2
Pawel de Sternberg Stojalowski
University of the Highlands and Islands
3
Luttfi A. Al-Haddad
University of Technology - Iraq
4
Xuan Kong
University of Electronic Science and Technology of China
5
Qingyun Fang
Nanjing University
6
Hongbing Shang
Xi'an Jiaotong University
7
Safwan Mahmood Al-Selwi
Universiti Teknologi Petronas
8
Fangcen Liu
Second Affiliated Hospital of Nanjing Medical University
9
Dezun Zhao
Beijing University of Technology
10
Shengjia Chen
University of Electronic Science and Technology of China

Rising Stars Papers

1
RNN-LSTM: From applications to modeling techniques and beyond—Systematic review
Journal of King Saud University - Computer and Information Sciences|2024
433 cit.
2
Frequency-chirprate synchrosqueezing-based scaling chirplet transform for wind turbine nonstationary fault feature time–frequency representation
Mechanical Systems and Signal Processing|2024
130 cit.
3
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise
Advanced Engineering Informatics|2024
105 cit.
4
CTNet: A data-driven time-frequency technique for wind turbines fault diagnosis under time-varying speeds
ISA Transactions|2024
103 cit.
5
SSTNet: Sliced Spatio-Temporal Network With Cross-Slice ConvLSTM for Moving Infrared Dim-Small Target Detection
IEEE Transactions on Geoscience and Remote Sensing|2024
67 cit.
6
Thermal heat flux distribution prediction in an electrical vehicle battery cell using finite element analysis and neural network
Green Energy and Intelligent Transportation|2024
53 cit.
7
Multi-perception graph convolutional tree-embedded network for aero-engine bearing health monitoring with unbalanced data
Reliability Engineering & System Safety|2025
50 cit.
8
Efficient multidisciplinary modeling of aircraft undercarriage landing gear using data-driven Naïve Bayes and finite element analysis
Multiscale and Multidisciplinary Modeling Experiments and Design|2024
39 cit.
9
MICPL: Motion-Inspired Cross-Pattern Learning for Small-Object Detection in Satellite Videos
IEEE Transactions on Neural Networks and Learning Systems|2024
36 cit.
10
UAV propeller fault diagnosis using deep learning of non-traditional χ2-selected Taguchi method-tested Lempel–Ziv complexity and Teager–Kaiser energy features
Scientific Reports|2024
34 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Linlin Zhao
Zhoukou Normal University
2
Wooram Choi
University of Manitoba
3
Jun Fu
Beijing Jiaotong University
4
Jonathan Fairfoull
University of the Highlands and Islands
5
Ganjun Cheng
Ministry of Transport
6
Long Qian
Nanjing University of Aeronautics and Astronautics
7
Bei Sun
Central South University
8
Haidong Shao
Hunan University
9
Yanguang Bi
Group Sense (China)
10
Zishuo Han
PLA Army Engineering University

Emerging Leaders Papers

1
DFFIR-net: Infrared Dim Small Object Detection Network Constrained by Gray-level Distribution Model
IEEE Transactions on Instrumentation and Measurement|2022
298 cit.
2
Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation
IEEE Transactions on Industrial Informatics|2023
275 cit.
3
Recognition and Depth Estimation of Ships Based on Binocular Stereo Vision
Journal of Marine Science and Engineering|2022
272 cit.
4
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine
Engineering Applications of Artificial Intelligence|2023
219 cit.
5
Few-Shot Cross-Domain Fault Diagnosis of Bearing Driven by Task-Supervised ANIL
IEEE Internet of Things Journal|2024
176 cit.
6
A New Method of Inland Water Ship Trajectory Prediction Based on Long Short-Term Memory Network Optimized by Genetic Algorithm
Applied Sciences|2022
126 cit.
7
AFFPN: Attention Fusion Feature Pyramid Network for Small Infrared Target Detection
Remote Sensing|2022
98 cit.
8
Class-Aware Adversarial Multiwavelet Convolutional Neural Network for Cross-Domain Fault Diagnosis
IEEE Transactions on Industrial Informatics|2023
98 cit.
9
MSAFFNet: A Multiscale Label-Supervised Attention Feature Fusion Network for Infrared Small Target Detection
IEEE Transactions on Geoscience and Remote Sensing|2023
84 cit.
10
Multi-kernel weighted joint domain adaptation network for cross-condition fault diagnosis of rolling bearings
Reliability Engineering & System Safety|2025
29 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Zhenming Peng
University of Electronic Science and Technology of China
2
Yuan Yan Tang
University of Macau
3
Marius Leordeanu
Carnegie Mellon University
4
Fugen Zhou
Beihang University
5
Jocelyn Chanussot
Institut polytechnique de Grenoble
6
Wenjing Chen
Nanjing Tech University
7
Clarence W. de Silva
University of British Columbia
8
Xin Zhou
Changchun University
9
Lan Du
Monash University
10
B.J. Stone
University of Bristol

Current Senior Leaders Papers

1
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing|2012
2.7k cit.
2
Hyperspectral Remote Sensing Data Analysis and Future Challenges
IEEE Geoscience and Remote Sensing Magazine|2013
2.1k cit.
3
Graph Convolutional Networks for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing|2020
1.6k cit.
4
A Local Contrast Method for Small Infrared Target Detection
IEEE Transactions on Geoscience and Remote Sensing|2013
1.3k cit.
5
A spectral technique for correspondence problems using pairwise constraints
Unknown Journal|2005
1.2k cit.
6
Online selection of discriminative tracking features
IEEE Transactions on Pattern Analysis and Machine Intelligence|2005
1.2k cit.
7
SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers
arXiv (Cornell University)|2021
1.2k cit.
8
UIU-Net: U-Net in U-Net for Infrared Small Object Detection
IEEE Transactions on Image Processing|2022
897 cit.
9
A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization
IEEE Transactions on Geoscience and Remote Sensing|2014
793 cit.
10
Maximum Neighborhood Margin Discriminant Projection for Classification
The Scientific World JOURNAL|2014
745 cit.

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