Huazhu Fu

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IEEE

Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images

Automatic breast lesion segmentation in ultrasound helps to diagnose bre...
04/05/2021 ∙ by Cheng Xue, et al. ∙ 18 ∙ share

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Triple-cooperative Video Shadow Detection

Shadow detection in a single image has received significant research int...
03/11/2021 ∙ by Zhihao Chen, et al. ∙ 6 ∙ share

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Trusted Multi-View Classification

Multi-view classification (MVC) generally focuses on improving classific...
02/03/2021 ∙ by Zongbo Han, et al. ∙ 10 ∙ share

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Deep Triplet Hashing Network for Case-based Medical Image Retrieval

Deep hashing methods have been shown to be the most efficient approximat...
01/29/2021 ∙ by Jiansheng Fang, et al. ∙ 1 ∙ share

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Applications of Deep Learning in Fundus Images: A Review

The use of fundus images for the early screening of eye diseases is of g...
01/25/2021 ∙ by Tao Li, et al. ∙ 20 ∙ share

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Colonoscopy Polyp Detection: Domain Adaptation From Medical Report Images to Real-time Videos

Automatic colorectal polyp detection in colonoscopy video is a fundament...
12/31/2020 ∙ by Zhi-Qin Zhan, et al. ∙ 11 ∙ share

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Deep Partial Multi-View Learning

Although multi-view learning has made signifificant progress over the pa...
11/12/2020 ∙ by Changqing Zhang, et al. ∙ 18 ∙ share

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CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging

Automated detection of curvilinear structures, e.g., blood vessels or ne...
10/15/2020 ∙ by Lei Mou, et al. ∙ 16 ∙ share

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M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging

To counter the outbreak of COVID-19, the accurate diagnosis of suspected...
10/07/2020 ∙ by Xuelin Qian, et al. ∙ 9 ∙ share

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Adversarial Exposure Attack on Diabetic Retinopathy Imagery

Diabetic retinopathy (DR) is a leading cause of vision loss in the world...
09/19/2020 ∙ by Yupeng Cheng, et al. ∙ 14 ∙ share

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NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal

Retinal images have been widely used by clinicians for early diagnosis o...
08/07/2020 ∙ by Chongyi Li, et al. ∙ 1 ∙ share

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ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model

Optical Coherence Tomography Angiography (OCT-A) is a non-invasive imagi...
07/10/2020 ∙ by Yuhui Ma, et al. ∙ 6 ∙ 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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Understanding and Correcting Low-quality Retinal Fundus Images for Clinical Analysis

Retinal fundus images are widely used for clinical screening and diagnos...
05/12/2020 ∙ by Ziyi Shen, et al. ∙ 16 ∙ 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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Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Scans

Coronavirus Disease 2019 (COVID-19) spread globally in early 2020, causi...
04/22/2020 ∙ by Deng-Ping Fan, et al. ∙ 16 ∙ 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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Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis

Magnetic resonance imaging (MRI) is a widely used neuroimaging technique...
02/11/2020 ∙ by Tao Zhou, et al. ∙ 0 ∙ share

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Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image

With the development of convolutional neural network, deep learning has ...
11/28/2019 ∙ by Kang Zhou, et al. ∙ 0 ∙ share

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SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis

Generative Adversarial Networks (GANs) have the capability of synthesizi...
08/06/2019 ∙ by Tianyang Zhang, et al. ∙ 0 ∙ 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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ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation

Segmentation is a fundamental task in medical image analysis. However, m...
07/25/2019 ∙ by Zhijie Zhang, et al. ∙ 0 ∙ 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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Salient Object Detection in the Deep Learning Era: An In-Depth Survey

As an important problem in computer vision, salient object detection (SO...
04/19/2019 ∙ by Wenguan Wang, et al. ∙ 12 ∙ share

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CE-Net: Context Encoder Network for 2D Medical Image Segmentation

Medical image segmentation is an important step in medical image analysi...
03/07/2019 ∙ by Zaiwang Gu, et al. ∙ 12 ∙ 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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HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images

Co-saliency detection aims to discover common and salient objects in an ...
11/16/2018 ∙ by Runmin Cong, et al. ∙ 6 ∙ 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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Person Re-Identification by Semantic Region Representation and Topology Constraint

Person re-identification is a popular research topic which aims at match...
08/20/2018 ∙ by Jianjun Lei, et al. ∙ 10 ∙ 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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Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis

Retinal fundus photographs have been used in the diagnosis of many ocula...
05/17/2018 ∙ by Jun Cheng, et al. ∙ 0 ∙ share

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A Cascaded Convolutional Neural Network for Single Image Dehazing

Images captured under outdoor scenes usually suffer from low contrast an...
03/21/2018 ∙ by Chongyi Li, et al. ∙ 0 ∙ share

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Review of Visual Saliency Detection with Comprehensive Information

Visual saliency detection model simulates the human visual system to per...
03/09/2018 ∙ by Runmin Cong, 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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An Iterative Co-Saliency Framework for RGBD Images

As a newly emerging and significant topic in computer vision community, ...
11/04/2017 ∙ by Runmin Cong, et al. ∙ 0 ∙ share

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Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation

Co-saliency detection aims at extracting the common salient regions from...
10/14/2017 ∙ by Runmin Cong, et al. ∙ 0 ∙ share

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A Review of Co-saliency Detection Technique: Fundamentals, Applications, and Challenges

Co-saliency detection is a newly emerging and rapidly growing research a...
04/24/2016 ∙ by Dingwen Zhang, et al. ∙ 0 ∙ share

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Huazhu Fu

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