Paper Citation Record · LEDGER

Research on Defect Detection Method of Motor Control Board Based on Image Processing

As of 18 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2505.17493.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.17493 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:50:53.940347Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy36
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b22ac2f7-f99a-4b6b-952b-583c8562414c · outbound

This paper cites an unresolved cited work.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:51:02.228039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 75caadfc-56d5-4c91-8ab3-6e1c5acbb585 · outbound

This paper cites Automated surface defect detection framework using machine vision and convolutional neural networks.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Automated surface defect detection framework using machine vision and convolutional neural networks

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:02.088737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 20fd9b87-152d-4fb1-8697-71aaa5168e6e · outbound

This paper cites Surface defect detection algorithm of high temperature casting slab based on improved yolov5s.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Surface defect detection algorithm of high temperature casting slab based on improved yolov5s

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:01.931136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f08982da-d2ce-4c51-be16-eeccb54a30f8 · outbound

This paper cites Kwan and B.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Kwan and B

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:01.780481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c95adeaa-66a8-41a6-9014-64bbe52abd18 · outbound

This paper cites Deep Convolution Neural Network for Image Recognition.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Deep Convolution Neural Network for Image Recognition

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:01.667706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation af965e0f-82bb-45ee-8c5a-a941288ddcbb · outbound

This paper cites EFFD: An Unsupervised Surface Defect Detection Method Based on Estimation and Fusion of Normal Sample Feature Distribution.

Research on Defect Detection Method of Motor Control Board Based on Image Processing EFFD: An Unsupervised Surface Defect Detection Method Based on Estimation and Fusion of Normal Sample Feature Distribution

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:01.508336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d5a551b3-cf49-4a98-9ff4-5d7a365d9805 · outbound

This paper cites YOLO-v1 to YOLO-v8, the rise of YOLO and its complementary nature toward digital manufacturing and industrial defect detection.

Research on Defect Detection Method of Motor Control Board Based on Image Processing YOLO-v1 to YOLO-v8, the rise of YOLO and its complementary nature toward digital manufacturing and industrial defect detection

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:01.341807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 558b66c8-0f12-4bda-b83b-fbd8d2c4aa8c · outbound

This paper cites AM YOLO: adaptive multi-scale YOLO for ship instance.

Research on Defect Detection Method of Motor Control Board Based on Image Processing AM YOLO: adaptive multi-scale YOLO for ship instance

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:01.157621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 17021635-41d0-4502-bbfa-f54bc924ea70 · outbound

This paper cites Performance evaluation of YOLOv2 and modified YOLOv2 using face mask detection.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Performance evaluation of YOLOv2 and modified YOLOv2 using face mask detection

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:00.988417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f213fd56-72a6-4a75-b351-da48cece7d3c · outbound

This paper cites WHO-YOLO NET: soil prediction and classification based on YOLOV3 with whale optimization.

Research on Defect Detection Method of Motor Control Board Based on Image Processing WHO-YOLO NET: soil prediction and classification based on YOLOV3 with whale optimization

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:00.812176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b40974e-c485-430b-9609-4e9c13163a1f · outbound

This paper cites YOLOv7F: enhanced yolov7 with guided feature fusion.

Research on Defect Detection Method of Motor Control Board Based on Image Processing YOLOv7F: enhanced yolov7 with guided feature fusion

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:00.660339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 57f50948-612b-45b3-a888-72a52cc6d53e · outbound

This paper cites Algorithmic scheme for concurrent detection and classification of printed circuit board defects.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Algorithmic scheme for concurrent detection and classification of printed circuit board defects

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:00.500004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3e34217d-c5f8-49b4-bfc2-7f6bbd7d16df · outbound

This paper cites Machine vision based PCB fault detection method.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Machine vision based PCB fault detection method

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:00.337563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dbb23d1c-47fb-4f06-ac42-73abe1e789c2 · outbound

This paper cites A Novel Hybrid Optical Imaging Sensor for Early Stage Short-Circuit Fault Diagnosis in Printed Circuit Boards.

Research on Defect Detection Method of Motor Control Board Based on Image Processing A Novel Hybrid Optical Imaging Sensor for Early Stage Short-Circuit Fault Diagnosis in Printed Circuit Boards

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:51:00.123354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7c5a0937-3920-48e2-b4e2-035c5819a3f8 · outbound

This paper cites an unresolved cited work.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:59.876469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 79bb5a78-2650-4ccf-946e-46c55a23420b · outbound

This paper cites Improved normalized cross-correlation for defect detection in printed-circuit boards.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Improved normalized cross-correlation for defect detection in printed-circuit boards

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:59.631362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9ccb2f75-b77f-4631-b1fb-866fa0256ff8 · outbound

This paper cites an unresolved cited work.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:59.448051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 97ed3e6a-9ed9-45fc-9b75-40dc56cf300d · outbound

This paper cites Rapid global calibration technology for hybrid visual inspection system.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Rapid global calibration technology for hybrid visual inspection system

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:59.230904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ca883519-c921-4123-bc37-b2898b8cd9df · outbound

This paper cites FM-STDNet: High-Speed detector for fast-moving small targets based on deep first-order network architecture.

Research on Defect Detection Method of Motor Control Board Based on Image Processing FM-STDNet: High-Speed detector for fast-moving small targets based on deep first-order network architecture

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:59.030044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f521dfdc-5cea-4e9d-96fd-df2bed332f28 · outbound

This paper cites Enhancing Vision-Based Structural Displacement Measurement of Civil Structures Through Optical Multiplexing.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Enhancing Vision-Based Structural Displacement Measurement of Civil Structures Through Optical Multiplexing

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:58.830028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 76be29cf-14bc-4fe7-a37e-f1097ab28446 · outbound

This paper cites Camera-LiDAR Extrinsic Calibration Using Constrained Optimization With Circle Placement.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Camera-LiDAR Extrinsic Calibration Using Constrained Optimization With Circle Placement

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:58.489671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dc411e75-1b45-4884-9667-4e9bfce4c0c3 · outbound

This paper cites Flat mirrors, virtual rear-view cameras, and camera-mirror calibration.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Flat mirrors, virtual rear-view cameras, and camera-mirror calibration

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:58.196543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 195dd29b-c0a3-465a-9655-ddd92caa009d · outbound

This paper cites Methods of detecting defects using infrared thermography.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Methods of detecting defects using infrared thermography

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:57.832230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2fec82b2-830c-4907-952d-126ab88d290c · outbound

This paper cites Ant Colony Optimization based Support Vector Machine for Improved Classification of Unbalanced Datasets.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Ant Colony Optimization based Support Vector Machine for Improved Classification of Unbalanced Datasets

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:57.508751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6caada08-26e6-41ff-8b77-5105c3b0291b · outbound

This paper cites PG-MACO Optimization Method for Ship Pipeline Layout.

Research on Defect Detection Method of Motor Control Board Based on Image Processing PG-MACO Optimization Method for Ship Pipeline Layout

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:57.231003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 383f5a73-ed5b-49c2-8092-073682516819 · outbound

This paper cites Research on weak signal detection method for power system fault based on improved wavelet threshold.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Research on weak signal detection method for power system fault based on improved wavelet threshold

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:56.907179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 107e3d17-e3c7-4df0-963d-a4e61bfc0436 · outbound

This paper cites an unresolved cited work.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:56.768204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2bae28c7-75e7-4a8a-ac5e-64e19fa07933 · outbound

This paper cites Online painting image clustering for the mental health of college art students based on improved CNN and SMOTE.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Online painting image clustering for the mental health of college art students based on improved CNN and SMOTE

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:56.612172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6cf9cfa3-7f60-41d4-af2c-ac8aad600963 · outbound

This paper cites Network Security Perception System Integrating Improved CNN Algorithm and Improved GRU Algorithm.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Network Security Perception System Integrating Improved CNN Algorithm and Improved GRU Algorithm

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:56.497798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f004ad87-560c-49f2-8f30-c11d413afc44 · outbound

This paper cites A real-time approach for automatic defect detection from PCBs based on SURF features and morphological operations.

Research on Defect Detection Method of Motor Control Board Based on Image Processing A real-time approach for automatic defect detection from PCBs based on SURF features and morphological operations

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:56.369957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92c494a2-6215-4536-9829-aea3d2b1fa07 · outbound

This paper cites Detection of PCB surface defects with improved Faster R-CNN and feature pyramid network.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Detection of PCB surface defects with improved Faster R-CNN and feature pyramid network

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:56.197874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fe159422-8310-4659-97c0-c10c530efd1f · outbound

This paper cites Industrial Tracking Camera and Product Vision Detection System.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Industrial Tracking Camera and Product Vision Detection System

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:56.007017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8776c46e-0661-4169-9f47-39d71d8592f7 · outbound

This paper cites A small object detection algorithm of remote sensing image based on improved Faster R-CNN.

Research on Defect Detection Method of Motor Control Board Based on Image Processing A small object detection algorithm of remote sensing image based on improved Faster R-CNN

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:55.837340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b06ac66e-e69d-4434-945c-bfe4b3e46fba · outbound

This paper cites Research on defect detection method of nonwoven fabric mask based on machine vision.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Research on defect detection method of nonwoven fabric mask based on machine vision

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:55.696495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ee3b515a-15b1-44b4-bbda-10fee56e36b1 · outbound

This paper cites an unresolved cited work.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Unresolved cited work

Reference 35

Resolution: verified exact; raw_fallback, observed 2026-08-07T14:50:54.117714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4d67ae3f-edc2-48f7-ad18-c0b351def202 · outbound

This paper cites Quality evaluation of Keemun black tea by fusing data obtained from near-infrared reflectance spectroscopy and computer vision sensors.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Quality evaluation of Keemun black tea by fusing data obtained from near-infrared reflectance spectroscopy and computer vision sensors

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:55.581722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4a046487-8c90-4414-927b-5edfbbdcd994 · outbound

This paper cites External defect detection of transformer substation equipment based on improved Faster R- CNN.

Research on Defect Detection Method of Motor Control Board Based on Image Processing External defect detection of transformer substation equipment based on improved Faster R- CNN

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:55.424297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d447741e-6568-4fa1-ae76-ee4c0f513c26 · outbound

This paper cites an unresolved cited work.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:55.258149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d527d9bd-3f5d-4074-adf8-9714540406c7 · outbound

This paper cites Research on extracting regions of interest in images.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Research on extracting regions of interest in images

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:55.097126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bafa7161-a1c7-4e66-8a8e-352c6a899816 · outbound

This paper cites Yolov4-mn3 for pcb surface defect detection.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Yolov4-mn3 for pcb surface defect detection

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:54.905019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9a56a65b-8183-434b-b86d-7b72dc299382 · outbound

This paper cites Zhang, X.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Zhang, X

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:54.726418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 86d817a8-70c4-4e11-896a-5deb30bd82f1 · outbound

This paper cites Research on chip pin recognition and center positioning algorithm based on machine vision.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Research on chip pin recognition and center positioning algorithm based on machine vision

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:50:54.506627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 26b338e2-1013-4ba2-adee-b1d4cb6be780 · outbound

This paper cites an unresolved cited work.

Research on Defect Detection Method of Motor Control Board Based on Image Processing Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:50:54.286009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.