Leaderboards/Industrial Vision Systems and Defect Detection

Industrial Vision Systems and Defect Detection

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Rejin Varghese
Hindustan Institute of Technology and Science
2
Vitjan Zavrtanik
University of Ljubljana
3
Zhonghe Ren
Tianjin University
4
Marco Rudolph
Leibniz University Hannover
5
Swarit Anand Singh
Indian Institute of Technology Jodhpur
6
Paul Bergmann
Technical University of Munich
7
Jakob Božič
University of Ljubljana
8
Jiaqi Liu
Chinese Academy of Sciences
9
Görkem Algan
Middle East Technical University
10
Zexuan Guo
Beijing University of Posts and Telecommunications

Rising Stars Papers

1
YOLOv8: A Novel Object Detection Algorithm with Enhanced Performance and Robustness
Unknown Journal|2024
1.5k cit.
2
Deep Industrial Image Anomaly Detection: A Survey
Machine Intelligence Research|2024
336 cit.
3
Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation
Unknown Journal|2024
37 cit.
4
Unsupervised Continual Anomaly Detection with Contrastively-Learned Prompt
Proceedings of the AAAI Conference on Artificial Intelligence|2024
27 cit.
5
Keep DRÆMing: Discriminative 3D anomaly detection through anomaly simulation
Pattern Recognition Letters|2024
20 cit.
6
Augmenting human-guided progressive learning with machine vision systems for robust surface defect detection
Advanced Engineering Informatics|2024
17 cit.
7
Anomalous Sound Detection by Feature-Level Anomaly Simulation
Unknown Journal|2024
14 cit.
8
Artificial Intelligence and Machine (Deep) Learning in Medical Education: A Bibliometric Analysis Based on VOSviewer and CiteSpace
Unknown Journal|2024
4 cit.
9
Systematic approach determining lighting arrangement for vision-based in-line inspection of axisymmetric metallic components
Measurement|2025
3 cit.
10
Robustness of unsupervised methods for image surface-anomaly detection
Pattern Analysis and Applications|2025
2 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Fangyuan Sui
Beihang University
2
Yuyan Zhang
Lanzhou University
3
Boxing Yin
Jiangxi University of Science and Technology
4
Vibhor Pandhare
Indian Institute of Technology Bombay
5
Jing-Shang Jhang
National Central University
6
Kailiang Zhang
Xuzhou University of Technology
7
Debo Cheng
Hainan University
8
Deepak V. Kulkarni
Advanced Micro Devices (United States)
9
Yunchao Tang
Dongguan University of Technology
10
Davide Mezzogori
University of Modena and Reggio Emilia

Emerging Leaders Papers

1
3D vision technologies for a self-developed structural external crack damage recognition robot
Automation in Construction|2024
274 cit.
2
Fruit detection and positioning technology for a Camellia oleifera C. Abel orchard based on improved YOLOv4-tiny model and binocular stereo vision
Expert Systems with Applications|2022
250 cit.
3
Novel visual crack width measurement based on backbone double-scale features for improved detection automation
Engineering Structures|2022
204 cit.
4
Automatic classification of asphalt pavement cracks using a novel integrated generative adversarial networks and improved VGG model
Engineering Structures|2023
137 cit.
5
Exploring temperature-resilient recycled aggregate concrete with waste rubber: An experimental and multi-objective optimization analysis
REVIEWS ON ADVANCED MATERIALS SCIENCE|2023
117 cit.
6
Transforming unmanned pineapple picking with spatio-temporal convolutional neural networks
Computers and Electronics in Agriculture|2023
102 cit.
7
Seismic performance evaluation of recycled aggregate concrete-filled steel tubular columns with field strain detected via a novel mark-free vision method
Structures|2022
97 cit.
8
Geometry‐Aware 3D Point Cloud Learning for Precise Cutting‐Point Detection in Unstructured Field Environments
Journal of Field Robotics|2025
94 cit.
9
Beyond time: Enhancing corrosion resistance of geopolymer concrete and BFRP bars in seawater
Composite Structures|2023
65 cit.
10
An experimental investigation and machine learning-based prediction for seismic performance of steel tubular column filled with recycled aggregate concrete
REVIEWS ON ADVANCED MATERIALS SCIENCE|2022
63 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Robert X. Gao
Case Western Reserve University
2
Peter Johansen
Aarhus University
3
Ruqiang Yan
Xi'an Jiaotong University
4
Yunhui Yan
Northeastern University
5
Jian Sun
Wuhu Institute of Technology
6
Fei Tao
Beihang University
7
Jieping Ye
Alibaba Group (China)
8
Alexander Wong
10X Genomics (United States)
9
Daniel J. Inman
University of Michigan
10
Carsten Steger
Software (Spain)

Current Senior Leaders Papers

1
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence|2015
11.4k cit.
2
Proceedings European Conference on Computer Vision 2002
Lund University Publications (Lund University)|2002
5.2k cit.
3
Digital Twin in Industry: State-of-the-Art
IEEE Transactions on Industrial Informatics|2019
3.8k cit.
4
R-FCN: Object Detection via Region-based Fully Convolutional Networks
arXiv (Cornell University)|2016
3.4k cit.
5
Object Detection in 20 Years: A Survey
Proceedings of the IEEE|2023
2.9k cit.
6
Digital twin-driven product design, manufacturing and service with big data
The International Journal of Advanced Manufacturing Technology|2017
2.8k cit.
7
1D convolutional neural networks and applications: A survey
Qatar University QSpace (Qatar University)|2022
2.7k cit.
8
A survey of thresholding techniques
Computer Vision Graphics and Image Processing|1988
2.7k cit.
9
Deep learning and its applications to machine health monitoring
Mechanical Systems and Signal Processing|2018
2.6k cit.
10
Tensor Completion for Estimating Missing Values in Visual Data
IEEE Transactions on Pattern Analysis and Machine Intelligence|2012
2.1k cit.

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