Follow
Deruo Cheng
Title
Cited by
Cited by
Year
Hybrid K-Means Clustering and Support Vector Machine Method for Via and Metal Line Detections in Delayered IC Images
D Cheng, Y Shi, T Lin, BH Gwee, KA Toh
IEEE Transactions on Circuits and Systems II: Express Briefs 65 (12), 1849-1853, 2018
332018
Deep Learning for Automatic IC Image Analysis
X Hong, D Cheng, Y Shi, T Lin, BH Gwee
2018 IEEE 23rd International Conference on Digital Signal Processing (DSP), 1-5, 2018
312018
Deep learning-based image analysis framework for hardware assurance of digital integrated circuits
T Lin, Y Shi, N Shu, D Cheng, X Hong, J Song, BH Gwee
Microelectronics Reliability 123, 114196, 2021
242021
A Hierarchical Multi-Classifier System for Automated Analysis of Delayered IC Images
D Cheng, Y Shi, BH Gwee, KA Toh, T Lin
IEEE Intelligent Systems 34 (2), 36-43, 2018
222018
Global Template Projection and Matching Method for Training-Free Analysis of Delayered IC Images
D Cheng, Y Shi, T Lin, BH Gwee, KA Toh
2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019
172019
Delayered IC Image Analysis with Template‐based Tanimoto Convolution and Morphological Decision
D Cheng, Y Shi, T Lin, BH Gwee, KA Toh
IET Circuits, Devices & Systems 16 (2), 169-177, 2022
62022
Joint Anomaly Detection and Inpainting for Microscopy Images via Deep Self-supervised Learning
L Huang, D Cheng, X Yang, T Lin, Y Shi, K Yang, BH Gwee, B Wen
2021 IEEE International Conference on Image Processing (ICIP), 3497-3501, 2021
42021
Patch-based adversarial training for error-aware circuit annotation of delayered ic images
YY Tee, X Hong, D Cheng, CS Chee, Y Shi, T Lin, BH Gwee
IEEE Transactions on Circuits and Systems II: Express Briefs, 2023
22023
Unsupervised Graph-based Image Clustering for Pretext Distribution Learning in IC Assurance
YY Tee, X Hong, D Cheng, T Lin, Y Shi, BH Gwee
Microelectronics Reliability 148, 115160, 2023
12023
Unsupervised Domain Adaptation with Histogram-gated Image Translation for Delayered IC Image Analysis
YY Tee, D Cheng, CS Chee, T Lin, Y Shi, BH Gwee
2022 IEEE Physical Assurance and Inspection of Electronics (PAINE), 1-7, 2022
12022
Semantic-masked intensity augmentation for deep learning-based analysis of fpga images
D Cheng, YY Tee, J Song, Y Shi, T Lin, BH Gwee
2022 IEEE International Symposium on the Physical and Failure Analysis of …, 2022
12022
Hybrid unsupervised clustering for pretext distribution learning in ic image analysis
YY Tee, X Hong, D Cheng, T Lin, Y Shi, BH Gwee
2022 IEEE International Symposium on the Physical and Failure Analysis of …, 2022
12022
Integrated Circuit Mask-GAN for Circuit Annotation with Targeted Data Augmentation
YY Tee, D Cheng, Y Shi, T Lin, BH Gwee
IEEE Intelligent Systems, 2023
2023
A Strategic Framework for Evaluating Data Augmentation in Microscopic IC Image Analysis
YY Tee, CS Chee, D Cheng, X Hong, Y Shi, BH Gwee
2023 IEEE International Symposium on the Physical and Failure Analysis of …, 2023
2023
GoCLIP: Graph one-class CLassification for Intellectual Property Circuit Identification
X Hong, YY Tee, T Lin, Y Shi, D Cheng, E Huang, BH Gwee
2023 IEEE International Symposium on the Physical and Failure Analysis of …, 2023
2023
Deep-learning-based X-ray CT Slice Analysis for Layout Verification in Printed Circuit Boards
D Cheng, Y Shi, YY Tee, J Song, X Wang, B Wen, BH Gwee
2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023
2023
Domain-Integrated Machine Learning for IC Image Analysis
D Cheng, Y Shi, T Lin, BH Gwee
Fusion of Machine Learning Paradigms: Theory and Applications, 129-151, 2023
2023
Deep Learning-Based Image Analysis Framework for Hardware Assurance of Digital Integrated Circuits
T Lin, Y Shi, N Shu, D Cheng, X Hong, J Song, BH Gwee
2020 IEEE International Symposium on the Physical and Failure Analysis of …, 2020
2020
The system can't perform the operation now. Try again later.
Articles 1–18