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A Fully Convolutional Neural Network based Structured Prediction Approach Towards the Retinal Vessel Segmentation

7 November 2016

Papers citing "A Fully Convolutional Neural Network based Structured Prediction Approach Towards the Retinal Vessel Segmentation"

28 / 28 papers shown

Title
RRWNet: Recursive Refinement Network for effective retinal artery/vein segmentation and classification José Morano Guilherme Aresta Hrvoje Bogunović 220 2 0 13 Mar 2025
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images Jonathan Fhima Jan Van Eijgen Hana Kulenovic Valérie Debeuf Marie Vangilbergen Marie-Isaline Billen Moulin-Romsée Heloïse Brackenier Moti Freiman Ingeborg Stalmans Joachim A. Behar 42 9 0 11 Sep 2023
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation MD Wahiduzzaman Khan Hong Sheng Hu Zhang Heming Du Sen Wang ... Jack Phu A. Agar Zichen Huang M. Golzan Xin Yu 42 5 0 13 Jul 2023
Retinal Vessel Segmentation via a Multi-resolution Contextual Network and Adversarial Learning T. M. Khan Syed S. Naqvi A. Robles-Kelly Imran Razzak MedIm 42 36 0 25 Apr 2023
Application Of ADNN For Background Subtraction In Smart Surveillance System Piyush Batra Gagandeep Singh N. Goyal 38 0 0 31 Dec 2022
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images José Morano Álvaro S. Hervella Jorge Novo J. Rouco 40 33 0 20 Sep 2022
A comprehensive survey on computer-aided diagnostic systems in diabetic retinopathy screening M. Tavakoli Patrick Kelley 33 1 0 03 Aug 2022
A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papers György Kovács A. Fazekas 45 13 0 06 Nov 2021
Sequential vessel segmentation via deep channel attention network Dongdong Hao Song Ding Linwei Qiu Yisong Lv B. Fei Yueqi Zhu Binjie Qin 71 53 0 10 Feb 2021
Applications of Deep Learning in Fundus Images: A Review Tao Li Wang Bo Chunyu Hu Hong Kang Hanruo Liu Kai Wang Huazhu Fu 52 259 0 25 Jan 2021
Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation José Morano Álvaro S. Hervella N. Barreira Jorge Novo J. Rouco 153 10 0 18 Dec 2020
Learning-Based Algorithms for Vessel Tracking: A Review Dengqiang Jia Xiahai Zhuang 55 50 0 16 Dec 2020
U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image Lukman Hakim N. Yudistira M. Kavitha Takio Kurita 26 5 0 16 Sep 2020
Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique M. Oda Takefumi Yamaguchi H. Fukuoka Yuta Ueno K. Mori 16 7 0 04 May 2020
Patch-based Generative Adversarial Network Towards Retinal Vessel Segmentation W. Abbas M. Shakeel Numan Khurshid M. Taj GAN MedIm 13 4 0 22 Dec 2019
ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths Yanhao Zhu Zhineng Chen Shuai Zhao Hongtao Xie Wenming Guo Yongdong Zhang SSeg MedIm 44 25 0 23 Aug 2019
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Dongdong Hou MedIm 71 48 0 21 Aug 2019
A Two Stage GAN for High Resolution Retinal Image Generation and Segmentation P. Andreini S. Bonechi Monica Bianchini A. Mecocci F. Scarselli A. Sodi GAN MedIm 66 42 0 29 Jul 2019
A Novel Deep Learning Pipeline for Retinal Vessel Detection in Fluorescein Angiography Li Ding Mohammad H. Bawany Ajay E. Kuriyan R. Ramchandran C. Wykoff G. Sharma MedIm 26 33 0 05 Jul 2019
A Segmentation-Oriented Inter-Class Transfer Method: Application to Retinal Vessel Segmentation Chengzhi Shi Jihong Liu Dali Chen 20 1 0 20 Jun 2019
Retinal Vessels Segmentation Based on Dilated Multi-Scale Convolutional Neural Network Yun Jiang Ning Tan T. Peng Hai Zhang MedIm 23 71 0 11 Apr 2019
From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal Images Taibou Birgui Sekou Moncef Hidane Julien Olivier H. Cardot MedIm 54 33 0 08 Apr 2019
Dynamic Deep Networks for Retinal Vessel Segmentation Aashis Khanal Rolando Estrada 52 49 0 19 Mar 2019
Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey Norah M. Asiri M. Hussain Fadwa Al Adel Hatim Aboalsamh 56 233 0 03 Nov 2018
DUNet: A deformable network for retinal vessel segmentation Qiangguo Jin Zhao-Peng Meng Tuan D. Pham Qi Chen Leyi Wei R. Su 86 680 0 03 Nov 2018
Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach A. Lahiri V. Jain Arnab Kumar Mondal P. Biswas GAN MedIm 73 12 0 05 Sep 2018
Greedy Graph Searching for Vascular Tracking in Angiographic Image Sequences Huihui Fang Jian Yang Jianjun Zhu Danni Ai Yong Huang Yurong Jiang Hong Song Yongtian Wang 27 0 0 25 May 2018
A Labeling-Free Approach to Supervising Deep Neural Networks for Retinal Blood Vessel Segmentation Yongliang Chen MedIm 45 22 0 25 Apr 2017