Crack Detection Based on Mask RCNN and Trajectory Similarity ...

Crack detection based on mask RCNN and trajectory similarity ...

Concrete crack detection can reflect the condition of concrete structure in time, facilitate the staff to arrange maintenance, and is crucial to ensure the ...

Crack Detection Based on Mask RCNN and Trajectory Similarity. Measurement. Jinglong LV1, Xu Xu1, Cheng Wu1, Weilong Niu1*. 1. School of Rail Transportation ...

Crack detection based on mask RCNN and trajectory similarity ...

Crack detection based on mask RCNN and trajectory similarity measurement ... To read the full-text of this research, you can request a copy ...

Crack assessment using multi-sensor fusion simultaneous ...

Recent advancements have seen the emergence of crack detection and segmentation methods based on deep learning. Ayele et al. [8] employed the Mask RCNN method ...

An Improved Mask R-CNN Micro-Crack Detection Model for ... - NCBI

Aiming at improving the low accuracy of the conventional target detection model during the task of detecting micro-cracks on the surface of ...

A Review of Computer Vision-Based Crack Detection Methods in ...

By combining morphological operations with deep learning, it is possible to detect cracks in complex concrete surface images more effectively, leveraging ...

Automatic bridge crack detection using Unmanned aerial vehicle ...

Li et al. [15] proposed the Faster-RCNN to improve the efficiency and accuracy of bridge crack detection with UAVs. However, they only focused ...

Visualization analysis of concrete crack detection in civil ...

Deep learning-based algorithms for crack detection can be categorized into three main types: crack image classification (including image-level and image patch- ...

Evolution of Crack Analysis in Structures Using Image Processing ...

employed Median-filter-based noise suppression and cleaning of small objects to help with crack detection [52]. As a typical preprocessing step to improve the ...

Autonomous Crack Detection for Mountainous Roads Using UAV ...

... trajectory and visual results of the crack detection based ... Crack detection and comparison study based on faster R-CNN and mask R-CNN.

Real-Time Road Surface Damage Detection Framework based on ...

In pursuit of an integrated solution for crack identification and their granular pixel-wise delineation, the contemporary. Mask R-CNN convolutional network ...

A deep learning‐based method for pixel‐level crack detection on ...

In the field of target detection, Ju et al. [19] propose a crack depth network based on Faster-Rcnn to detect both sealed and unsealed cracks ...

Tunnel crack detection using coarse‐to‐fine region localization and ...

In order to enhance the reliability of deep learning detection of concrete cracks, this paper proposes a crack identification method based on Mask RCNN and ...

Tunnel crack detection using coarse‐to‐fine region localization and ...

This paper presents an efficient crack detection method in the tunnel concrete structure based on digital image processing and deep learning, and introduces ...

Real-Time Road Lane-Lines Detection using Mask-RCNN Approach

Mask R-CNN model for crack detection tasks, furthering the advancement of ... Detection Framework based on Mask R-CNN Model. International. Journal of ...

Automatic bridge crack detection using Unmanned aerial vehicle ...

Section: Crack Feature Extractionmentioning. confidence: 99%. Crack detection based on mask RCNN and trajectory similarity measurement. Lv,. Xu,. Wu. et al.

Crack Detection System for Aircraft Protective Grill based ... - 兵工学报

Secondly, the ZF-Net, VGG-16 and ResNet-101 convolutional neural networks are used as the feature extraction networks of Faster-RCNN to detect surface cracks ...

Crack control optimization of basement concrete structures using the ...

Initially, the Mask-RCNN algorithm is employed to perform image segmentation of the basement concrete structure, facilitating the precise ...

PROCEEDINGS OF SPIE - Proceedings.com

Crack detection based on mask RCNN and trajectory similarity measurement [13089-85]. 13089 0Q. An improved rail crack detection method based on the wavelet ...

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Optical Character Recognition (OCR) from Images Enhanced with Super Resolution · Predicting NFL player helmet impact from video and GPS data · Object Detection in ...