Welcome to My Site! I have join the UBTech Research, as an engineer. I joined the southern university of science and technology (SUSTC) from 2019/07 to 2019/12, as a junior researcher. I received a Master's degree in Mechanical manufacturing and automation from Shanghai University, China, in 2019. My research interests include object detection and medical image analysis. [Google scholar]
RECENT NEWS
2020-07
The CE-Net (accepted by TMI) becomes "ESI Highly Cited Paper", "ESI Hot Paper"
2020-07
One paper for " Anomaly Detection in Retinal Images" has been accepted by ECCV 2020
2020-04
Two paper for "fundus image grading" and "OCT image abnormal detection" have been accepted by ISBI 2020
2019-12
One paper for "retinal vessel segmentation" has been accepted by TMI
2019-07
One paper for "medical image noisy adaptation(NAGAN)" has been accepted by TMI
2019-07
One poster for CE-Net has been accepted by 6th MISC-2019 and this poster won the "Best Poster Award"
2019-06
One paper for "Medical image Synthesis"(SkrGAN) has been accepted by MICCAI 2019
2019-06
One paper for "Curvilinear Structure Segmentation" has been early accepted by MICCAI 2019.
2019-04
One paper for "Disc/Cup segmentation" has been accepted by IEEE TBME.
2019-03
One paper for "2D Medical image segmentation" has been accepted by IEEE TMI. We also release the [code] Welcome to download and try. Have fun!
2018-06
Three paper for "Optic Segmentation", "Image quality assessment" and "left & right eyes dataset" has been accepted by 5th MICCAI workshop (OMIA)
2018-05
One paper for "optic disc localization" has been accepted for ICCCV (Oral + best presentation award)
2018-05
One paper for "Fundus Enhancement" has been accepted by TMI
2018-04
One paper for "Diabetic Retinopathy Grading" has been accepted by EMBC (Oral) !
SELECTED PUBLICATIONS
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images
Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Zaiwang Gu, Jiang Liu, Shenghua Gao
ECCV 2020
"CE-Net: Context Encoder Network for Medical Image Segmentation",
Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, Jiang Liu,
IEEE Transactions on Medical Imaging (TMI), 2019
"JointRCNN: A Region-based Convolutional Neural Network for Optic Disc and Cup Segmentation",
Yuming Jiang, Lixin Duan, Jun Cheng, Zaiwang Gu, Hu Xia, Huazhu Fu, Changsheng Li, Jiang Liu
IEEE Transcations on Biomedical Engineering (TBME), 2019
"Dense Dilated Network with Probability Regularized Walk for Vessel Detection",
Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu,
IEEE transactions on medical imaging, 2019
"Noise adaptation generative adversarial network for medical image analysis",
Tianyang Zhang, Jun Cheng, Huazhu Fu, Zaiwang Gu, Yuting Xiao, Kang Zhou, Shenghua Gao, Rui Zheng, Jiang Liu
IEEE Transactions on Medical Imaging(TMI), 2019
"Structure-Preserving Guided Retinal Image Filtering and Its Application for Optic Disk Analysis"
Jun Cheng, Zhengguo Li, Zaiwang Gu, Huazhu Fu, Damon Wing Kee Wong, Jiang Liu,
IEEE Transactions on Medical Imaging (TMI), 2536-2546, 2018
"Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading"
Kang Zhou, Zaiwang Gu, Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu,
2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2724-2727
"The beginning is the most important part of the work"