An image processing technique for optimizing industrial defect ...
May 2, 2025 · This paper proposes an image processing method using denoising, dehazing, and illumination enhancement to address the difficulties in industrial defect detection caused by …
Deep learning-based detection of internal defect types and their …
Jan 1, 2025 · X-ray imaging offers a practical approach to detecting internal defects in cast components. This study proposes a method to automatically and in real-time identify the …
Quantitative detection of internal defects in objects using …
Jan 1, 2024 · This paper presents a novel approach by integrating the holographic double exposure method with image processing. We achieve both qualitative and quantitative …
State of the Art in Defect Detection Based on Machine Vision
May 26, 2021 · To detect casting defects by X-ray inspection, Lin et al. [179] proposed a robust detection method based on a visual attention mechanism and feature-mapping deep learning …
A review of deep learning-based approaches for defect detection …
Aug 8, 2023 · Autoencoder network-based methods for surface defect detection involve training a neural network to reconstruct an image of a non-defective surface and then using the same …
Image-Based Surface Defect Detection Using Deep Learning: A …
Feb 9, 2021 · This survey article presents three different ways of classifying various efforts in literature for surface defect detection using deep learning techniques. These three ways are …
Defect Detection and Analysis using Image Processing
Feb 3, 2021 · This paper describes an Image processing-based approach for defect detection and analysis of Magnetic Tile images. The preprocessing of the image involves employing …
Block-wise feature fusion for high-precision industrial surface defect ...
6 days ago · The advancement of image processing methods and technologies has, to some extent, propelled the progress of automated product surface defect detection, allowing for the …
Full article: AI-based defect detection and self-healing in metal ...
May 13, 2025 · This pilot study develops a process to evaluate in-situ defect detection and self-healing in Ti-6Al-4V fabricated using laser-based powder bed fusion. A tailor-made test …
Defect inspection technologies for additive manufacturing
Mar 3, 2021 · Traditional non-destructive defect detection methods include infrared imaging defect detection, penetration defect detection, eddy current defect detection, and ultrasonic defect …