Journal Publications

SCA-PVNet: Self-and-cross attention based aggregation of point cloud and multi-view for 3D object retrieval
Lin, Dongyun; Cheng, Yi; Guo, Aiyuan; Mao, Shangbo; Li, Yiqun
Knowledge-Based Systems, Elsevier, 2024

Keyword-Aware Relative Spatio-Temporal Graph Networks for Video Question Answering
Cheng, Yi; Fan, Hehe; Lin, Dongyun; Sun, Ying; Kankanhalli, Mohan; Lim, Joo-Hwee
Transactions on Multimedia, IEEE, 2023

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

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

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

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

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

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

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

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

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

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

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

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

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)

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)

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)

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)

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)

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)

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)

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

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)

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)

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

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)

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)

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)

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)

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)

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)