Research graph
References from Towards edge-deployable non-destructive testing: A hardware-aware lightweight framework for real-time phased array ultrasonic testing of girth welds. Local targets link to admitted publications; unresolved targets remain external evidence.
The detection of PAUT pseudo defects in ultra-thick stainless-steel welds with a multimodal deep learning model
10.1016/j.measurement.2024.115662 · 2025 · External reference
Unresolved reference
2017 · External reference
Incorporating bidirectional feature pyramid network and lightweight network: a YOLOv5-GBC distracted driving behavior detection model
10.1007/s00521-023-09043-5 · 2023 · External reference
M-YOLOv8s: an improved small target detection algorithm for UAV aerial photography
10.1016/j.jvcir.2024.104289 · 2024 · External reference
Unresolved reference
2020 · External reference
DFW-YOLO: YOLOv5-based algorithm using phased array ultrasonic testing for weld defect recognition
2024 · External reference
YOLOv11: an overview of the key architectural enhancements
2024 · External reference
Large separable kernel attention: rethinking the large kernel attention design in CNN
10.1016/j.eswa.2023.121352 · 2024 · External reference
Layer-adaptive sparsity for the magnitude-based pruning
2021 · External reference
Diffusion model-driven smart design and manufacturing: prospects and challenges
10.1016/j.jmsy.2025.07.011 · 2025 · External reference
Physics-informed machine learning in intelligent manufacturing: a review
2025 · External reference
An efficient lightweight detection model for steel surface defects with dynamic deformable head
10.1088/2631-8695/adbab4 · 2025 · External reference
YOLOv8-MFT: a fire detection algorithm based on improved YOLOv8
2025 · External reference
SFMW-YOLO: a lightweight metal casting surface defect detection method based on modified YOLOv8s
10.1016/j.eswa.2025.128170 · 2025 · External reference
MPDIoU: a loss for efficient and accurate bounding box regression
2023 · External reference
A lightweight detector based on attention mechanism for aluminum strip surface defect detection
10.1016/j.compind.2021.103585 · 2022 · External reference
Comparative study of some deep learning object detection algorithms: R-CNN, FAST R-CNN, FASTER R-CNN, SSD, and YOLO
2023 · External reference
A lightweight enhanced YOLOv8 algorithm for detecting small objects in UAV aerial photography
10.1007/s00371-024-03796-3 · 2025 · External reference
SD-YOLO-AWDNet: a hybrid approach for smart object detection in challenging weather for self-driving cars
10.1016/j.eswa.2024.124942 · 2024 · External reference
You only look once: unified, real-time object detection
2016 · External reference
Multi modal data fusion of PAUT with thermography assisted by automatic defect recognition system (M-ADR) for NDE applications
2024 · External reference
LigTomDet: knowledge distillation in a new lightweight tomato disease detection model in planting fields
10.1016/j.patcog.2025.112628 · 2026 · External reference
Wise-IoU: bounding box regression loss with dynamic focusing mechanism
2023 · External reference
Improvement of fracture assessment method for pipe girth weld based on failure assessment diagram
10.1016/j.ijpvp.2023.104950 · 2023 · External reference
Unresolved reference
2018 · External reference
A novel model for instance segmentation and quantification of bridge surface cracks—the YOLOv8-AFPN-MPD-IoU
10.3390/s24134288 · 2024 · External reference
Crack segmentation and quantification in concrete structures using a lightweight YOLO model based on pruning and knowledge distillation
10.1016/j.eswa.2025.127834 · 2025 · External reference
A real-time detection approach for bridge cracks based on YOLOv4-FPM
10.1016/j.autcon.2020.103514 · 2021 · External reference
Application research on ultrasonic phased array technology in weld seam inspection
10.1088/1742-6596/1601/4/042041 · 2020 · External reference
Dynamic characteristics of the pipeline inspection gauge under girth weld excitation in submarine pipeline
10.1016/j.petsci.2021.09.044 · 2022 · External reference
Inner-IoU: more effective intersection over union loss with auxiliary bounding box
2023 · External reference
In-Line inspection methods and tools for oil and gas pipeline: a review
2025 · External reference
Damage identification of wind turbine blades based on deep learning and ultrasonic testing
10.1080/10589759.2024.2324373 · 2024 · External reference
A lightweight enhanced YOLOv8 algorithm for detecting small objects in UAV aerial photography
10.1007/s00371-024-03796-3 · ExternalCitation · doi-reference
Incorporating bidirectional feature pyramid network and lightweight network: a YOLOv5-GBC distracted driving behavior detection model
10.1007/s00521-023-09043-5 · ExternalCitation · doi-reference
A real-time detection approach for bridge cracks based on YOLOv4-FPM
10.1016/j.autcon.2020.103514 · ExternalCitation · doi-reference
A lightweight detector based on attention mechanism for aluminum strip surface defect detection
10.1016/j.compind.2021.103585 · ExternalCitation · doi-reference
Large separable kernel attention: rethinking the large kernel attention design in CNN
10.1016/j.eswa.2023.121352 · ExternalCitation · doi-reference
SD-YOLO-AWDNet: a hybrid approach for smart object detection in challenging weather for self-driving cars
10.1016/j.eswa.2024.124942 · ExternalCitation · doi-reference
Crack segmentation and quantification in concrete structures using a lightweight YOLO model based on pruning and knowledge distillation
10.1016/j.eswa.2025.127834 · ExternalCitation · doi-reference
SFMW-YOLO: a lightweight metal casting surface defect detection method based on modified YOLOv8s
10.1016/j.eswa.2025.128170 · ExternalCitation · doi-reference
Improvement of fracture assessment method for pipe girth weld based on failure assessment diagram
10.1016/j.ijpvp.2023.104950 · ExternalCitation · doi-reference
Diffusion model-driven smart design and manufacturing: prospects and challenges
10.1016/j.jmsy.2025.07.011 · ExternalCitation · doi-reference
M-YOLOv8s: an improved small target detection algorithm for UAV aerial photography
10.1016/j.jvcir.2024.104289 · ExternalCitation · doi-reference
The detection of PAUT pseudo defects in ultra-thick stainless-steel welds with a multimodal deep learning model
10.1016/j.measurement.2024.115662 · ExternalCitation · doi-reference
LigTomDet: knowledge distillation in a new lightweight tomato disease detection model in planting fields
10.1016/j.patcog.2025.112628 · ExternalCitation · doi-reference
Dynamic characteristics of the pipeline inspection gauge under girth weld excitation in submarine pipeline
10.1016/j.petsci.2021.09.044 · ExternalCitation · doi-reference
Damage identification of wind turbine blades based on deep learning and ultrasonic testing
10.1080/10589759.2024.2324373 · ExternalCitation · doi-reference
Application research on ultrasonic phased array technology in weld seam inspection
10.1088/1742-6596/1601/4/042041 · ExternalCitation · doi-reference
An efficient lightweight detection model for steel surface defects with dynamic deformable head
10.1088/2631-8695/adbab4 · ExternalCitation · doi-reference
A novel model for instance segmentation and quantification of bridge surface cracks—the YOLOv8-AFPN-MPD-IoU
10.3390/s24134288 · ExternalCitation · doi-reference
