b'Yanwu Xu'

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey

Cataract is one of the leading causes of reversible visual impairment an...
12/09/2020 ∙ by Xiaoqing Zhang, et al. ∙ 13 ∙ share

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Attention-based Saliency Hashing for Ophthalmic Image Retrieval

Deep hashing methods have been proved to be effective for the large-scal...
12/07/2020 ∙ by Jiansheng Fang, et al. ∙ 4 ∙ share

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Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference

Latent Factor Model (LFM) is one of the most successful methods for Coll...
12/07/2020 ∙ by Jiansheng Fang, et al. ∙ 0 ∙ share

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Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences

Anterior chamber angle (ACA) classification is a key step in the diagnos...
06/09/2020 ∙ by Huaying Hao, et al. ∙ 5 ∙ share

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Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT

Precise characterization and analysis of iris shape from Anterior Segmen...
06/09/2020 ∙ by Jinkui Hao, et al. ∙ 8 ∙ share

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AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography

Angle closure glaucoma (ACG) is a more aggressive disease than open-angl...
05/05/2020 ∙ by Huazhu Fu, et al. ∙ 6 ∙ share

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A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays

Recently, deep neural networks (DNNs) have made great progress on automa...
03/31/2020 ∙ by Chendi Rao, et al. ∙ 1 ∙ share

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Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

Deep neural networks have exhibited promising performance in image super...
03/16/2020 ∙ by Yong Guo, et al. ∙ 8 ∙ share

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Attention Guided Network for Retinal Image Segmentation

Learning structural information is critical for producing an ideal resul...
07/25/2019 ∙ by Shihao Zhang, et al. ∙ 2 ∙ share

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Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces

Retinal image quality assessment (RIQA) is essential for controlling the...
07/10/2019 ∙ by Huazhu Fu, et al. ∙ 0 ∙ share

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Twin Auxiliary Classifiers GAN

Conditional generative models enjoy remarkable progress over the past fe...
07/05/2019 ∙ by Mingming Gong, et al. ∙ 2 ∙ share

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Generative-Discriminative Complementary Learning

Majority of state-of-the-art deep learning methods for vision applicatio...
04/02/2019 ∙ by Yanwu Xu, et al. ∙ 0 ∙ share

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You Only Look & Listen Once: Towards Fast and Accurate Visual Grounding

Visual Grounding (VG) aims to locate the most relevant region in an imag...
02/12/2019 ∙ by Chaorui Deng, et al. ∙ 0 ∙ share

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Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network

Irreversible visual impairment is often caused by primary angle-closure ...
02/10/2019 ∙ by Huazhu Fu, et al. ∙ 6 ∙ share

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Robust Angular Local Descriptor Learning

In recent years, the learned local descriptors have outperformed handcra...
01/21/2019 ∙ by Yanwu Xu, et al. ∙ 0 ∙ share

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Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Gliomas are the most common primary brain malignancies, with different d...
11/05/2018 ∙ by Spyridon Bakas, et al. ∙ 0 ∙ share

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Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss

Deep neural networks have exhibited promising performance in image super...
09/19/2018 ∙ by Yong Guo, et al. ∙ 10 ∙ share

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Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT

A major cause of irreversible visual impairment is angle-closure glaucom...
09/10/2018 ∙ by Huazhu Fu, et al. ∙ 0 ∙ share

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Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image

Glaucoma is a chronic eye disease that leads to irreversible vision loss...
05/19/2018 ∙ by Huazhu Fu, et al. ∙ 0 ∙ share

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Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation

Glaucoma is a chronic eye disease that leads to irreversible vision loss...
01/03/2018 ∙ by Huazhu Fu, et al. ∙ 0 ∙ share

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Yanwu Xu

Featured Co-authors

Dacheng Tao

Wei Chen

Ling Shao

Chang Liu

Xu Sun

Qian Wang

Yu Sun

Kurt Keutzer

Junzhou Huang

Kun Zhang

Qi Wu

Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey

Attention-based Saliency Hashing for Ophthalmic Image Retrieval

Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference

Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences

Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT

AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography

A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

Attention Guided Network for Retinal Image Segmentation

Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces

Twin Auxiliary Classifiers GAN

Generative-Discriminative Complementary Learning

You Only Look & Listen Once: Towards Fast and Accurate Visual Grounding

Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network

Robust Angular Local Descriptor Learning

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss

Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT

Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image

Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation