Jun Cheng
Orcid: 0000-0003-1786-6188Affiliations:
- Cixi Institute of Biomedical Engineering, Chinese Academy of Sciences, Zhejiang, China
- Institute for Infocomm Research, A*STAR, Singapore (former)
- Nanyang Technological University, Singapore (PhD 2007)
According to our database1,
Jun Cheng
authored at least 103 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot Segmentation.
Int. J. Comput. Vis., April, 2024
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Perceptual Quality Assessment of Enhanced Colonoscopy Images: A Benchmark Dataset and an Objective Method.
IEEE Trans. Circuits Syst. Video Technol., October, 2023
IEEE Trans. Image Process., 2023
Automatic fibroatheroma identification in intravascular optical coherence tomography volumes.
J. Ambient Intell. Humaniz. Comput., 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Medical Imaging, 2022
2021
IEEE Trans. Medical Imaging, 2021
Medical Image Anal., 2021
MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
IEEE Trans. Medical Imaging, 2020
IEEE Trans. Medical Imaging, 2020
Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis".
IEEE Trans. Medical Imaging, 2020
IEEE J. Biomed. Health Informatics, 2020
JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation.
IEEE Trans. Biomed. Eng., 2020
Glove-type massage feature acquisition by human organ simulators: Feasibility and comparison.
Signal Process. Image Commun., 2020
Speckle reduction of OCT via super resolution reconstruction and its application on retinal layer segmentation.
Artif. Intell. Medicine, 2020
HARaaS: HAR as a service using wifi signal in IoT-enabled edge computing: poster abstract.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Noise Redistribution and 3D Shearlet Filtering for Speckle Reduction in Optical Coherence Tomography.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
IEEE Trans. Medical Imaging, 2019
BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images.
CoRR, 2019
SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019
The Channel Attention Based Context Encoder Network for Inner Limiting Membrane Detection.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019
CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction In Vivo.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Pixel Reconstruction For Speckle Reduction In 3D Optical Coherence Tomography Of Retina.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Speckle Reduction in Optical Coherence Tomography via Super-Resolution Reconstruction.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019
2018
IEEE Trans. Medical Imaging, 2018
Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation.
IEEE Trans. Medical Imaging, 2018
Structure-Preserving Guided Retinal Image Filtering and Its Application for Optic Disk Analysis.
IEEE Trans. Medical Imaging, 2018
IEEE Trans. Medical Imaging, 2018
Neurocomputing, 2018
Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang.
CoRR, 2018
Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis.
CoRR, 2018
A Robust Outliers' Elimination Scheme for Multimodal Retina Image Registration Using Constrained Affine Transformation.
Proceedings of the TENCON 2018, 2018
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Fibroatheroma identification in Intravascular Optical Coherence Tomography images using deep features.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Extract-and-match geometric corner and step pattern approach for registration of fluoroscopic X-ray sequences.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction.
IEEE Trans. Medical Imaging, 2016
Automated in vivo 3D high-definition optical coherence tomography skin analysis system.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Automated basal cell carcinoma detection in high-definition optical coherence tomography.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
IEEE Trans. Biomed. Eng., 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Using deep learning for robustness to parapapillary atrophy in optic disc segmentation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Skin surface topographic assessment using in vivo high-definition optical coherence tomography.
Proceedings of the 10th International Conference on Information, 2015
Proceedings of the 10th International Conference on Information, 2015
2014
Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Automatic atherosclerotic heart disease detection in intracoronary optical coherence tomography images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Speckle reduction in optical coherence tomography by matrix completion using bilateral random projection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening.
IEEE Trans. Medical Imaging, 2013
Research and applications: Automatic glaucoma diagnosis through medical imaging informatics.
J. Am. Medical Informatics Assoc., 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Automated anterior chamber angle localization and glaucoma type classification in OCT images.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
IEEE Trans. Medical Imaging, 2012
Reproducibility of Corneal Graft Thickness measurements with COLGATE in patients who have undergone DSAEK (Descemet Stripping Automated Endothelial Keratoplasty).
BMC Medical Imaging, 2012
Efficient optic cup localization based on superpixel classification for glaucoma diagnosis in digital fundus images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Early age-related macular degeneration detection by focal biologically inspired feature.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Efficient optic cup localization using regional propagation based on retinal structure priors.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Computer Vision, 2012
2011
Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2009
2007
Objective Distortion Measure for Binary Text Image Based on Edge Line Segment Similarity.
IEEE Trans. Image Process., 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2003
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003