Jiang Liu

Masahiro Akiba

Jiang Liu

IEEE Trans. Medical Imaging, 2016

Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-Rank Tensor Recovery.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Retinal vessel segmentation via deep learning network and fully-connected conditional random fields.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Automated in vivo 3D high-definition optical coherence tomography skin analysis system.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Integrating holistic and local deep features for glaucoma classification.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2015

Sparse Dissimilarity-Constrained Coding for Glaucoma Screening.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2015

Robust multi-scale superpixel classification for optic cup localization.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2015

A Robust Outlier Elimination Approach for Multimodal Retina Image Registration.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Automatic Feature Learning for Glaucoma Detection Based on Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Retina verification using a combined points and edges approach.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A cloud-based system for automatic glaucoma screening.

[BibT_eX]

[DOI]

Kavitha Gopalakrishnan

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Red lesion detection in retinal fundus images using Frangi-based filters.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

An augmented reality assistance platform for eye laser surgery.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Epidermal segmentation in high-definition optical coherence tomography.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multiple ocular diseases detection based on joint sparse multi-task learning.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Glaucoma detection based on deep convolutional neural network.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Object-based RGBD image co-segmentation with mutex constraint.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Skin surface topographic assessment using in vivo high-definition optical coherence tomography.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2015

Graph based lumen segmentation in optical coherence tomography images.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2015

2014

A survey on computer aided diagnosis for ocular diseases.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2014

Robotic learning of motion using demonstrations and statistical models for surgical simulation.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2014

Growcut-based drusen segmentation for age-related macular degeneration detection.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-scale superpixel classification for optic cup localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Local patch reconstruction framework for optic cup localization in glaucoma detection.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Automatic atherosclerotic heart disease detection in intracoronary optical coherence tomography images.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Geometric corner extraction in retinal fundus images.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Effective Drusen Segmentation from Fundus Images for Age-Related Macular Degeneration Screening.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of Intelligent Autonomous Systems, 2013

Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2013

Research and applications: Automatic glaucoma diagnosis through medical imaging informatics.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2013

Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Modeling and Simulation of Soft Tissue Deformation.

[BibT_eX]

[DOI]

Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013

Superpixel Classification Based Optic Cup Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Optic disk localization by a robust fusion method.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Learn to recognize pathological myopia in fundus images using bag-of-feature and sparse learning approach.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

THALIA - An automatic hierarchical analysis system to detect drusen lesion images for amd assessment.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Domain prior based superpixel propagation for optic cup localization.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Automatic notch detection in retinal images.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Automated anterior chamber angle localization and glaucoma type classification in OCT images.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Synchronous simulation for deformation of liver and gallbladder with stretch and compression compensation.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Self-assessment for optic disc segmentation.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Identify Predictive SNP groups in Genome Wide Association Study: A Sparse Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Computational Systems-Biology and Bioinformatics, 2012

Reproducibility of Corneal Graft Thickness measurements with COLGATE in patients who have undergone DSAEK (Descemet Stripping Automated Endothelial Keratoplasty).

[BibT_eX]

[DOI]

BMC Medical Imaging, 2012

Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

3D Shape Analysis for Liver-Gallbladder Anatomical Structure Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

Automatic detection of the optic cup using vessel kinking in digital retinal fundus images.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Efficient optic cup localization based on superpixel classification for glaucoma diagnosis in digital fundus images.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Detecting the optic cup excavation in retinal fundus images by automatic detection of vessel kinking.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Automatic localization of the macula in a supervised graph-based approach with contextual superpixel features.

[BibT_eX]

[DOI]

Mayuri Bhargava

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Peripapillary atrophy detection by biologically inspired feature.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Early age-related macular degeneration detection by focal biologically inspired feature.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Autonomous Systems 12, 2012

Sector-based optic cup segmentation with intensity and blood vessel priors.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Anterior chamber angle classification using multiscale histograms of oriented gradients for glaucoma subtype identification.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic detection of the macula in retinal fundus images using seeded mode tracking approach.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

An ensembling approach for optic cup detection based on spatial heuristic analysis in retinal fundus images.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automatic localization of retinal landmarks.

[BibT_eX]

[DOI]

Christopher Kai-shun Leung

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Superpixel classification for initialization in model based optic disc segmentation.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automated segmentation of optic disc and optic cup in fundus images for glaucoma diagnosis.

[BibT_eX]

[DOI]

Proceedings of CBMS 2012, 2012

Superpixel Classification Based Optic Disc Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2012

2011

A Computer Assisted Method for Nuclear Cataract Grading From Slit-Lamp Images Using Ranking.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2011

3D shape decomposition and comparison for gallbladder modeling.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Visualization, 2011

Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Focal Biologically Inspired Feature for Glaucoma Type Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

MRMR optimized classification for automatic glaucoma diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Model-based optic nerve head segmentation on retinal fundus images.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A hybrid framework for genome wide epistasis discovery.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Automatic optic disc segmentation with peripapillary atrophy elimination.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Focal edge association to glaucoma diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Automatic Area Classification in Peripheral Blood Smears.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2010

Automated Layer Segmentation of Optical Coherence Tomography Images.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2010

A Computer-Aided Diagnosis System of Nuclear Cataract.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2010

Automatic optic disc segmentation based on image brightness and contrast.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Content-Based Medical Image Retrieval with Metric Learning via Rank Correlation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Enhancement of optic cup detection through an improved vessel kink detection framework.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Classification of left and right eye retinal images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Automatic classification of pathological myopia in retinal fundus images using PAMELA.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Feature Based Non-rigid Registration Using Quaternion Subdivision.

[BibT_eX]

[DOI]

Fahad Hameed Ahmad

Natarajan Sudha

Proceedings of the Medical Biometrics, Second International Conference, 2010

Automatic cell classification and population estimation in blastocystis autophagy images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

2009

A Computer-Aided Diagnosis System of Nuclear Cataract via Ranking.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Construction of a linear unbiased diffeomorphic probabilistic liver atlas from CT images.

[BibT_eX]

[DOI]

Sudhakar K. Venkatesh

Proceedings of the International Conference on Image Processing, 2009

Photometric correction of retinal images by polynomial interpolation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Neuro-Retinal Optic Cup Detection in Glaucoma Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

Cell Clumping Quantification and Automatic Area Classification in Peripheral Blood Smear Images.

[BibT_eX]

[DOI]

Kelvin Weng Chiong Foong

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

Computerized Systems for Cataract Grading.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008

CALM: cascading system with leaking detection mechanism for medical image segmentation.

[BibT_eX]

[DOI]

Jiang Liu

Joo-Hwee Lim

Huiqi Li

Proceedings of the Medical Imaging 2008: Image Processing, 2008

Image based grading of nuclear cataract by SVM regression.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

Automatic working area classification in peripheral blood smears using spatial distribution features across scales.

[BibT_eX]

[DOI]

Kelvin Weng Chiong Foong

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Automatic opacity detection in retro-illumination images for cortical cataract diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2006

A Hybrid Approach using Set Theory (HAST) for Magnetic Resonance (MR) Image Segmentation.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2006

A Set-based Hybrid Approach (SHA) for MRI Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Control, 2006

Set-based Cascading Approaches for Magnetic Resonance (MR) Image Segmentation (SCAMIS).

[BibT_eX]

[DOI]

Proceedings of the AMIA 2006, 2006

2004

Robust Face Detection in Airports.

[BibT_eX]

[DOI]

Kia-Fock Loe

Hong-Jiang Zhang

EURASIP J. Adv. Signal Process., 2004

2003

Boosting Face Identification in Airports.

[BibT_eX]

[DOI]

Kia-Fock Loe

Proceedings of the IJCAI-03, 2003

S-AdaBoost and Pattern Detection in Complex Environment.

[BibT_eX]

[DOI]