Lin Dongyun

Lin Dongyun

Scientist at I2R, A*STAR, Singapore

Journal Publications

  1. Multi-Range View Aggregation Network with Vision Transformer Feature Fusion for 3D Object Retrieval
    Lin, Dongyun; Li, Yiqun; Cheng Yi; Prasad Shitala; Guo Aiyuan; Cao Yanpeng
    Transactions on Multimedia, IEEE, 2023

  2. An effective industrial defect classification method under the few-shot setting via two-stream training
    Cao, Yanlong; Zhu, Wenbin; Yang, Jiangxin; Fu, Guizhong; Lin, Dongyun(Corresponding Author); Cao, Yanpeng
    Optics and Lasers in Engineering, Elsevier, 2023

  3. Multi-view 3D object retrieval leveraging the aggregation of view and instance attentive features
    Lin, Dongyun; Li, Yiqun; Cheng, Yi; Prasad, Shitala; Nwe, Tin Lay; Dong, Sheng; Guo, Aiyuan
    Knowledge-Based Systems, Elsevier, 2022

  4. A Progressive Multi-View Learning Approach for Multi-Loss Optimization in 3D Object Recognition
    Prasad, Shitala; Li, Yiqun; Lin, Dongyun; Dong, Sheng; Nwe, Ma Tin Lay
    IEEE Signal Processing Letters, 2021

  5. CAM-guided Multi-Path Decoding U-Net with Triplet Feature Regularization for defect detection and segmentation
    Lin, Dongyun; Li, Yiqun; Prasad, Shitala; Nwe, Tin Lay; Dong, Sheng; Oo, Zaw Min
    Knowledge-Based Systems, Elsevier, 2021

  6. Ddr-id: Dual deep reconstruction networks based image decomposition for anomaly detection
    Lin, Dongyun; Li, Yiqun; Xie, Shudong; Nwe, Tin Lay; Dong, Sheng
    Journal of Ambient Intelligence and Humanized Computing, Springer, 2021

  7. RefineU-Net: Improved U-Net with progressive global feedbacks and residual attention guided local refinement for medical image segmentation
    Lin, Dongyun; Li, Yiqun; Nwe, Tin Lay; Dong, Sheng; Oo, Zaw Min
    Pattern Recognition Letters, Elsevier, 2020

  8. A two-stage method for automated detection of ring-like endosomes in fluorescent microscopy images
    Lin, Dongyun; Lin, Zhiping; Cao, Jiuwen; Velmurugan, Ramraj; Ward, E Sally; Ober, Raimund J
    Plos One, 2019

  9. Biomedical image classification based on a feature concatenation and ensemble of deep CNNs
    Nguyen, Long D; Gao, Ruihan; Lin, Dongyun; Lin, Zhiping
    Journal of Ambient Intelligence and Humanized Computing, Springer, 2019

  10. Vibration source classification and propagation distance estimation system based on spectrogram and KELM
    Chen, Zhiyong; Cao, Jiuwen; Lin, Dongyun; Wang, Jianzhong; Huang, Xuegang
    Cognitive Computation and Systems, 2019

  11. Biomedical image classification based on a cascade of an SVM with a reject option and subspace analysis
    Lin, Dongyun; Sun, Lei; Toh, Kar-Ann; Zhang, Jing Bo; Lin, Zhiping
    Computers in biology and medicine, Elsevier, 2018

  12. Twin SVM with a reject option through ROC curve
    Lin, Dongyun; Sun, Lei; Toh, Kar-Ann; Zhang, Jing Bo; Lin, Zhiping
    Journal of the Franklin Institute, Elsevier, 2018

Conference Publications

  1. MLSA-UNet: End-to-End Multi-Level Spatial Attention Guided UNet for Industrial Defect Segmentation
    Lin, Dongyun; Cheng, Yi; Li, Yiqun; Prasad, Shitala; Guo, Aiyuan
    2022 IEEE International Conference on Image Processing (ICIP)

  2. Masked Face Recognition via Self-Attention Based Local Consistency Regularization
    Lin, Dongyun; Li, Yiqun; Cheng, Yi; Prasad, Shitala; Guo, Aiyuan
    2022 IEEE International Conference on Image Processing (ICIP)

  3. Implicit Shape Biased Few-Shot Learning for 3D Object Generalization
    Prasad, Shitala; Li, Yiqun; Lin, Dongyun; Guo, Aiyuan
    2022 IEEE International Conference on Image Processing (ICIP)

  4. On the use of component structural characteristics for voxel segmentation in semicon 3D images
    Nwe, Tin Lay; Pahwa, Ramanpreet Singh; Chang, Richard; Min, Oo Zaw; Jie, Wang; Li, Yiqun; Lin, Dongyun; Prasad, Shitala; Dong, Sheng
    2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

  5. CAM-Guided U-Net With Adversarial Regularization For Defect Segmentation
    Lin, Dongyun; Li, Yiqun; Prasad, Shitala; Nwe, Tin Lay; Dong, Sheng; Oo, Zaw Min
    2021 IEEE International Conference on Image Processing (ICIP)

  6. Few-Shot Defect Segmentation Leveraging Abundant Defect-Free Training Samples Through Normal Background Regularization And Crop-And-Paste Operation
    Lin, Dongyun; Cao, Yanpeng; Zhu, Wenbin; Li, Yiqun
    2021 IEEE International Conference on Multimedia and Expo (ICME)

  7. Rethinking of Deep Models Parameters with Respect to Data Distribution
    Prasad, Shitala; Lin, Dongyun; Li, Yiqun; Sheng, Dong; Min, Oo Zaw
    2020 25th International Conference on Pattern Recognition (ICPR)

  8. maskedFaceNet: a progressive semi-supervised masked face detector
    Prasad, Shitala; Li, Yiqun; Lin, Dongyun; Sheng, Dong
    Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

  9. CAM-UNET: Class activation MAP guided UNET with feedback refinement for defect segmentation
    Lin, Dongyun; Li, Yiqun; Prasad, Shitala; Nwe, Tin Lay; Dong, Sheng; Oo, Zaw Min
    2020 IEEE International Conference on Image Processing (ICIP)

  10. Improving 3d brain tumor segmentation with predict-refine mechanism using saliency and feature maps
    Nwe, Tin Lay; Min, Oo Zaw; Gopalakrishnan, Saisubramaniam; Lin, Dongyun; Prasad, Shitala; Dong, Sheng; Li, Yiqun; Pahwa, Ramanpreet Singh
    2020 IEEE International Conference on Image Processing (ICIP)

  11. Meta module generation for fast few-shot incremental learning
    Xie, Shudong; Li, Yiqun; Lin, Dongyun; Lay Nwe, Tin; Dong, Sheng
    Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops

  12. Multicomponent signal decomposition using morphological operations
    Zhuang, Huiping; Oh, Beom-Seok; Lin, Dongyun; Toh, Kar-Ann; Lin, Zhiping
    2018 IEEE 23rd International Conference on Digital Signal Processing (DSP)

  13. Deep CNNs for microscopic image classification by exploiting transfer learning and feature concatenation
    Nguyen, Long D; Lin, Dongyun; Lin, Zhiping; Cao, Jiuwen
    2018 IEEE international symposium on circuits and systems (ISCAS)

  14. Automatic endosomal structure detection and localization in fluorescence microscopic images
    Lin, Dongyun; Lin, Zhiping; Velmurugan, Ramraj; Ober, Raimund J
    2017 IEEE International Symposium on Circuits and Systems (ISCAS)

  15. LLC encoded BoW features and softmax regression for microscopic image classification
    Lin, Dongyun; Lin, Zhiping; Sun, Lei; Toh, Kar-Ann; Cao, Jiuwen
    2017 IEEE International Symposium on Circuits and Systems (ISCAS)

  16. Reaction-diffusion based level set method with local entropy thresholding for melasma image segmentation
    Zhang, Xu; Liang, Yunfeng; Lin, Dongyun; Lin, Zhiping; Thng, Steven Tien Guan; Gan, Emily Yiping; Tay, Evelyn Yuxin
    2016 14th International Conference on Control, Automation, Robotics and Vision (ICARCV)

  17. An SVM based scoring evaluation system for fluorescence microscopic image classification
    Lin, Dongyun; Lin, Zhiping; Sothiharan, Shakeela; Lei, Lei; Zhang, Jingbo
    2015 IEEE International Conference on Digital Signal Processing (DSP)