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MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation

27 March 2022

Hritam Basak

Rohit Kundu

R. Sarkar

ArXiv (abs)PDF HTML Github (17★)

Papers citing "MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation"

23 / 23 papers shown

Title
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation A. Saha Prem Prasad Abdullah Thabit MedIm 20 21 0 31 Oct 2020
Multi-scale Attention U-Net (MsAUNet): A Modified U-Net Architecture for Scene Segmentation Soham Chattopadhyay Hritam Basak SSeg 48 14 0 15 Sep 2020
The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification Amirreza Mahbod P. Tschandl Georg Langs R. Ecker Isabella Ellinger 81 90 0 28 Aug 2020
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Debesh Jha Michael A. Riegler Dag Johansen Pål Halvorsen Haavard D. Johansen SSeg 54 604 0 08 Jun 2020
EGNet:Edge Guidance Network for Salient Object Detection Jiaxing Zhao Jiangjiang Liu Deng-Ping Fan Yang Cao Jufeng Yang Ming-Ming Cheng 117 912 0 22 Aug 2019
ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation Zhijie Zhang Huazhu Fu H. Dai Jianbing Shen Yanwei Pang Ling Shao 54 224 0 25 Jul 2019
DSNet: Automatic Dermoscopic Skin Lesion Segmentation Md. Kamrul Hasan Lavsen Dahal P. Samarakoon F. I. Tushar Robert Martí Marly SSeg 76 151 0 09 Jul 2019
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection Zhe Wu Li Su Qingming Huang ObjD 98 823 0 18 Apr 2019
Res2Net: A New Multi-scale Backbone Architecture Shanghua Gao Ming-Ming Cheng Kai Zhao Xinyu Zhang Ming-Hsuan Yang Philip Torr 126 2,398 0 02 Apr 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation Zaiwang Gu Jun Cheng Huazhu Fu Kang Zhou Huaying Hao Yitian Zhao Tianyang Zhang Shenghua Gao Jiang-Dong Liu SSeg 82 1,643 0 07 Mar 2019
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation Nabil Ibtehaz Mohammad Sohel Rahman SSeg 64 1,642 0 11 Feb 2019
Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation Ahmed H. Shahin K. Amer M. A. Alattar SSeg MedIm 37 27 0 26 Jan 2019
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation Nabila Abraham N. Khan SSeg MedIm 72 706 0 18 Oct 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 324 5,114 0 09 Sep 2018
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018 Alceu Bissoto Fábio Perez Vinícius Ribeiro Michel Fornaciali Sandra Avila Eduardo Valle 40 43 0 25 Aug 2018
Reverse Attention for Salient Object Detection Shuhan Chen Xiuli Tan Benge Wang Xuelong Hu 66 559 0 26 Jul 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 105 6,166 0 18 Jul 2018
Receptive Field Block Net for Accurate and Fast Object Detection Songtao Liu Di Huang Yunhong Wang ObjD 85 1,269 0 21 Nov 2017
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella D. Gutman M. E. Celebi Brian Helba Michael Marchetti ... Aadi Kalloo Konstantinos Liopyris N. Mishra Harald Kittler Allan Halpern 94 2,082 0 13 Oct 2017
Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach Yunchao Wei Jiashi Feng Xiaodan Liang Ming-Ming Cheng Yao-Min Zhao Shuicheng Yan 90 811 0 24 Mar 2017
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 750 37,895 0 20 May 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,821 0 02 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015