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4 Results Found

  • Article
  • Open Access
4 Citations
3,281 Views
26 Pages

6 May 2021

Considering various fault states under severe working conditions, the comprehensive feature extraction from the raw vibration signal is still a challenge for the diagnosis task of rolling bearing. To deal with strong coupling and high nonlinearity of...

(This article belongs to the Collection Artificial Intelligence for Data-Driven Fault Detection and Diagnosis)
  • Article
  • Open Access
11 Citations
2,343 Views
24 Pages

6 August 2025

Retinal vessel segmentation in fundus images is critical for diagnosing microvascular and ophthalmologic diseases. However, the task remains challenging due to significant vessel width variation and low vessel-to-background contrast. To address these...

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
31 Citations
7,864 Views
22 Pages

Detecting cracks in the pavement is a vital component of ensuring road safety. Since manual identification of these cracks can be time-consuming, an automated method is needed to speed up this process. However, creating such a system is challenging d...

(This article belongs to the Special Issue Deep Learning in Image Analysis: Progress and Challenges)
  • Article
  • Open Access
3 Citations
1,628 Views
28 Pages

12 January 2026

Forest resources are among the most important ecosystems on the earth. The semantic segmentation and accurate positioning of ground objects in forest remote sensing (RS) imagery are crucial to the emergency treatment of forest natural disasters, espe...