The use of deep learning (DL) in civil inspection, especially in crack detection, has
increased over the past years to ensure long-term structural safety and integrity. To achieve …

Visual inspection of civil infrastructures has traditionally been a crucial yet labor-intensive
task. In contrast, unmanned robots equipped with deep learning-based visual defect …

Ensuring the safety of civil engineering structures requires the adoption of advanced crack
detection techniques, with deep learning offering a highly effective solution to overcome the …

The area affected by the earthquake is vast and often difficult to entirely cover, and the
earthquake itself is a sudden event that causes multiple defects simultaneously, that cannot …

Most crack‐detection methods adopt a pixel‐level segmentation‐based approach, which
requires considerable time and complexity to detect the pixel area of the crack. Unlike a …

In the current market, there is phenomenal growth in construction and real estate. The
majority of people are likely to build or invest in these civil structures for longterm shelter or …

Cracks are the earliest signs of structural deterioration that reduce the lifespan and reliability
of structures and can lead to severe damage. Assessment and monitoring of the facilities are …

Reinforced concrete is widely used for construction of infrastructure projects like bridges,
buildings, highways, dams, and power plants etc. Monitoring structural health of …

Skripsi ini saya persembahkan dengan penuh cinta dan rasa hormat kepada kedua orang
tua saya, Wajib dan Suratini, yang selalu memberikan dukungan tanpa henti, doa yang …