Optimized Deep Encoder-Decoder Methods for Crack Segmentation

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Optimized Deep Encoder-Decoder Methods for Crack Segmentation

14 August 2020

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Papers citing "Optimized Deep Encoder-Decoder Methods for Crack Segmentation"

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Title
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure June Moh Goo Xenios Milidonis Alessandro Artusi Jan Boehm Carlo Ciliberto 59 6 0 04 Sep 2024
GATSBI: An Online GTSP-Based Algorithm for Targeted Surface Bridge Inspection and Defect Detection Harnaik Dhami Charith Reddy V. Sharma Troi Williams Pratap Tokekar 64 1 0 24 Jun 2024
Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges Andrii Kompanets Gautam Pai R. Duits Davide Leonetti Bert Snijder 73 1 0 26 Mar 2024
CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV Inspections Zhen Yao Jiawei Xu Shuhang Hou Mooi Choo Choo Chuah 83 11 0 05 Mar 2024
Road Surface Defect Detection -- From Image-based to Non-image-based: A Survey Jongmin Yu Jiaqi Jiang S. Fichera Paolo Paoletti Lisa Layzell Devansh Mehta Shan Luo 54 12 0 06 Feb 2024
Detection of Pavement Cracks by Deep Learning Models of Transformer and UNet Yu Zhang Lin Zhang UQCV MedIm ViT 74 10 0 25 Apr 2023
Optimized Hybrid Focal Margin Loss for Crack Segmentation Jiajie Chen 52 1 0 09 Feb 2023
CrackSeg9k: A Collection and Benchmark for Crack Segmentation Datasets and Frameworks Shreyas Kulkarni Shreyas Singh Dhananjay Balakrishnan Siddharth Sharma Saipraneeth Devunuri Sai Chowdeswara Rao Korlapati 61 36 0 27 Aug 2022
What's Cracking? A Review and Analysis of Deep Learning Methods for Structural Crack Segmentation, Detection and Quantification Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 100 14 0 08 Feb 2022
SCNet: A Generalized Attention-based Model for Crack Fault Segmentation Hrishikesh Sharma Pandaba Pradhan P. Balamuralidhar 67 6 0 02 Dec 2021
Weakly-Supervised Surface Crack Segmentation by Generating Pseudo-Labels using Localization with a Classifier and Thresholding Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 79 24 0 01 Sep 2021