Lixin Duan

According to our database1, Lixin Duan authored at least 42 papers between 2009 and 2019.

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Bibliography

2019
TarGAN: Generating target data with class labels for unsupervised domain adaptation.
Knowl.-Based Syst., 2019

An experimental study on breast lesion detection and classification from ultrasound images using deep learning architectures.
BMC Medical Imaging, 2019

Learning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Large-Scale Left and Right Eye Classification in Retinal Images.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Ocular disease detection from multiple informatics domains.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 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

Domain Adaptive Semantic Segmentation Through Structure Enhancement.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources.
IEEE Trans. Neural Netw. Learning Syst., 2017

Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels.
Computer Methods and Programs in Biomedicine, 2017

Breast Tumor Detection in Ultrasound Images Using Deep Learning.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

Learning User Dependencies for Recommendation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016
DEFEATnet - A Deep Conventional Image Representation for Image Classification.
IEEE Trans. Circuits Syst. Video Techn., 2016

Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images.
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.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Webly-Supervised Video Recognition by Mutually Voting for Relevant Web Images and Web Video Frames.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Red lesion detection in retinal fundus images using Frangi-based filters.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Hybrid constraint SVR for facial age estimation.
Signal Processing, 2014

Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

A survey on computer aided diagnosis for ocular diseases.
BMC Med. Inf. & Decision Making, 2014

Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection.
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.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

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

Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Action Recognition Using Multilevel Features and Latent Structural SVM.
IEEE Trans. Circuits Syst. Video Techn., 2013

Event Recognition in Videos by Learning from Heterogeneous Web Sources.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach.
IEEE Trans. Neural Netw. Learning Syst., 2012

Domain Transfer Multiple Kernel Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Learning with Augmented Features for Heterogeneous Domain Adaptation.
Proceedings of the 29th International Conference on Machine Learning, 2012

Co-labeling: A New Multi-view Learning Approach for Ambiguous Problems.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Batch mode Adaptive Multiple Instance Learning for computer vision tasks.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Efficient Discriminative Learning of Class Hierarchy for Many Class Prediction.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Improving Web Image Search by Bag-Based Reranking.
IEEE Trans. Image Processing, 2011

Text-based image retrieval using progressive multi-instance learning.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Action recognition using context and appearance distribution features.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Near Duplicate Identification With Spatially Aligned Pyramid Matching.
IEEE Trans. Circuits Syst. Video Techn., 2010

Visual event recognition in videos by learning from web data.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Domain adaptation from multiple sources via auxiliary classifiers.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Domain Transfer SVM for video concept detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009


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