Zhigang Lü

Defect detection method for high-resolution weld based on wandering Gaussian and multi-feature enhancement fusion

Liangliang Li, Jia Ren, Peng Wang et al. · Mechanical Systems and Signal Processing · 2023 · 43 citations

Defect Detection Method, High-resolution Weld, Image Analysis +9

Synthetic data augmentation for high-resolution X-ray welding defect detection and classification based on a small number of real samples

Liangliang Li, Peng Wang, Jia Ren et al. · Engineering Applications of Artificial Intelligence · 2024 · 32 citations

Data Augmentation, Image Analysis, Machine Learning +15

An adaptive false-color enhancement algorithm for super-8-bit high grayscale X-ray defect image of solid rocket engine shell

Liangliang Li, Jia Ren, Peng Wang et al. · Mechanical Systems and Signal Processing · 2022 · 25 citations

Image Analysis, Engineering, Health Sciences +8

A pixel-level weak supervision segmentation method for typical defect images in X-ray inspection of solid rocket motors combustion chamber

Liangliang Li, Jia Ren, Peng Wang et al. · Measurement · 2023 · 22 citations

Typical Defect Images, Machine Vision, Engineering +9

You only train twice: A lighter and faster method for industrial weld defect detection based on dynamic kernel network

Xiaoyan Li, Liangliang Li, Peng Wang et al. · Measurement · 2024 · 15 citations

Fault Diagnosis, Condition Monitoring, Dynamic Kernel Network +14