Cover Image

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Ding, Feng
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Benchmarking YOLOv8 for Optimal Crack Detection in Civil Infrastructure
by: Taffese, Woubishet Zewdu, et al.
Published: (2025)

Infrastructure-Guided Connectivity-Enhanced Road Crack Detection and Estimation
by: Xiao, Haosong, et al.
Published: (2026)

Deep Learning Framework for Infrastructure Maintenance: Crack Detection and High-Resolution Imaging of Infrastructure Surfaces
by: Pawar, Nikhil M., et al.
Published: (2025)

Enhancing Road Crack Detection Accuracy with BsS-YOLO: Optimizing Feature Fusion and Attention Mechanisms
by: Tang, Jiaze, et al.
Published: (2024)

CoreDeep: Improving Crack Detection Algorithms Using Width Stochasticity
by: Pandey, Ram Krishna, et al.
Published: (2022)

Automated Pavement Cracks Detection and Classification Using Deep Learning
by: Nafaa, Selvia, et al.
Published: (2024)

MixerCSeg: An Efficient Mixer Architecture for Crack Segmentation via Decoupled Mamba Attention
by: Zhao, Zilong, et al.
Published: (2026)

Self-Supervised Multi-Scale Transformer with Attention-Guided Fusion for Efficient Crack Detection
by: Kyem, Blessing Agyei, et al.
Published: (2025)

EECD-Net: Energy-Efficient Crack Detection with Spiking Neural Networks and Gated Attention
by: Zhang, Shuo
Published: (2025)

Cracks in the Foundation: A Civil Infrastructure Dataset to Challenge Vision Foundation Models
by: Farronato, Nicola, et al.
Published: (2026)

Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection
by: Rostami, Ghodsiyeh, et al.
Published: (2025)

WP-CrackNet: A Collaborative Adversarial Learning Framework for End-to-End Weakly-Supervised Road Crack Detection
by: Ma, Nachuan, et al.
Published: (2025)

Privacy-Preserving Driver Drowsiness Detection with Spatial Self-Attention and Federated Learning
by: Khoa, Tran Viet, et al.
Published: (2025)

Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation
by: Thrainer, Christina, et al.
Published: (2025)

FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM
by: Wan, Xinlong, et al.
Published: (2025)

Deep Learning for Crack Detection: A Review of Learning Paradigms, Generalizability, and Datasets
by: Zhang, Xinan, et al.
Published: (2025)

Automated Road Crack Localization for Spatially Guided Highway Maintenance
by: Knoblauch, Steffen, et al.
Published: (2026)

Automatic Classification and Segmentation of Tunnel Cracks Based on Deep Learning and Visual Explanations
by: Feng, Yong, et al.
Published: (2025)

Autonomous Crack Detection using Deep Learning on Synthetic Thermogram Datasets
by: Pimpalkhare, Chinmay Makarand, et al.
Published: (2024)

Attention-Guided Lidar Segmentation and Odometry Using Image-to-Point Cloud Saliency Transfer
by: Ding, Guanqun, et al.
Published: (2023)

Explainable AI in Handwriting Detection for Dyslexia Using Transfer Learning
by: Robaa, Mahmoud, et al.
Published: (2024)

Information Bottleneck Approach to Spatial Attention Learning
by: Lai, Qiuxia, et al.
Published: (2021)

Selective Transfer Learning of Cross-Modality Distillation for Monocular 3D Object Detection
by: Ding, Rui, et al.
Published: (2026)

Small Object Detection Model with Spatial Laplacian Pyramid Attention and Multi-Scale Features Enhancement in Aerial Images
by: Ji, Zhangjian, et al.
Published: (2026)

CNN-based Labelled Crack Detection for Image Annotation
by: Ilani, Mohsen Asghari, et al.
Published: (2024)

Learning by Erasing: Conditional Entropy based Transferable Out-Of-Distribution Detection
by: Xing, Meng, et al.
Published: (2022)

Leveraging Spatial Attention and Edge Context for Optimized Feature Selection in Visual Localization
by: Istighfarin, Nanda Febri, et al.
Published: (2024)

Genetic Algorithms For Parameter Optimization for Disparity Map Generation of Radiata Pine Branch Images
by: Lin, Yida, et al.
Published: (2025)

Low-latency Event-based Object Detection with Spatially-Sparse Linear Attention
by: Hao, Haiqing, et al.
Published: (2026)

Online Micro-gesture Recognition Using Data Augmentation and Spatial-Temporal Attention
by: Liu, Pengyu, et al.
Published: (2025)

GTA: Guided Transfer of Spatial Attention from Object-Centric Representations
by: Seo, SeokHyun, et al.
Published: (2024)

Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis
by: Han, Woojung, et al.
Published: (2025)

Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure
by: Goo, June Moh, et al.
Published: (2024)

SnowyLane: Robust Lane Detection on Snow-covered Rural Roads Using Infrastructural Elements
by: Gamerdinger, Jörg, et al.
Published: (2025)

GCA-ResUNet: Medical Image Segmentation Using Grouped Coordinate Attention
by: Ding, Jun, et al.
Published: (2025)

Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms
by: Ma, Nachuan, et al.
Published: (2025)

Modeling Multi-Granularity Context Information Flow for Pavement Crack Detection
by: Pang, Junbiao, et al.
Published: (2024)

Robust Deepfake Detection: Mitigating Spatial Attention Drift via Calibrated Complementary Ensembles
by: Le-Phan, Minh-Khoa, et al.
Published: (2026)

SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning
by: Lai, Jinxiang, et al.
Published: (2023)

Diabetic Retinopathy Detection Using Quantum Transfer Learning
by: Jain, Ankush, et al.
Published: (2024)