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Comparison different vessel segmentation methods in automated microaneurysms detection in retinal images using convolutional neural networks

PROCEEDINGS ARTICLE published 28 February 2020 in Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging

Authors: Meysam Tavakoli | Mahdieh Nazar

Editors: Barjor S. Gimi | Andrzej Krol

https://doi.org/10.1117/12.2548359 Actions

EDNFC-Net: Convolutional Neural Network with Nested Feature Concatenation for Nuclei-Instance Segmentation

PROCEEDINGS ARTICLE published May 2020 in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Authors: Shiv Gehlot | Anubha Gupta | Ritu Gupta

https://doi.org/10.1109/icassp40776.2020.9053633 Actions

Lung Lobe Segmentation With Automated Quality Assurance Using Deep Convolutional Neural Networks

PROCEEDINGS ARTICLE published April 2020 in 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops)

Authors: Sundaresh Ram | Stephen M. Humphries | David A. Lynch | Craig J. Galban | Charles R. Hatt

https://doi.org/10.1109/isbiworkshops50223.2020.9153455 Actions

Segmentation of Beef Marbling Based on Fully Convolutional Networks

PROCEEDINGS ARTICLE published 2020 in 2020 ASABE Annual International Virtual Meeting, July 13-15, 2020

Authors: Xinlong Zhao | Yankun Peng | Yongyu Li | Long Li

https://doi.org/10.13031/aim.202000497 Actions

Whole Heart Auto Segmentation of Cardiac CT Images Using U-Net Based GAN

PROCEEDINGS ARTICLE published 17 October 2020 in 2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

Authors: Zeyu Lou | Weiliang Huo | Kening Le | Xiaolin Tian

https://doi.org/10.1109/cisp-bmei51763.2020.9263532 Actions

SU-Net and DU-Net Fusion for Tumour Segmentation in Histopathology Images

PROCEEDINGS ARTICLE published April 2020 in 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)

Authors: Yilong Li | Zhaoyang Xu | Yaqi Wang | Huiyu Zhou | Qianni Zhang

https://doi.org/10.1109/isbi45749.2020.9098678 Actions

Retinopathy of Prematurity Stage Diagnosis Using Object Segmentation and Convolutional Neural Networks

PROCEEDINGS ARTICLE published July 2020 in 2020 International Joint Conference on Neural Networks (IJCNN)

Authors: Alexander Ding | Qilei Chen | Yu Cao | Benyuan Liu

https://doi.org/10.1109/ijcnn48605.2020.9207288 Actions

Pixel-based layer segmentation of complex engineering drawings using convolutional neural networks

PROCEEDINGS ARTICLE published July 2020 in 2020 International Joint Conference on Neural Networks (IJCNN)

Authors: Carlos Francisco Moreno-Garcia | Pam Johnston | Bello Garkuwa

https://doi.org/10.1109/ijcnn48605.2020.9207479 Actions

Finger vein recognition based on Deep Convolutional Neural Networks

PROCEEDINGS ARTICLE published 17 October 2020 in 2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

Authors: Lecheng Weng | Xiaoqiang Li | Wenfeng Wang

https://doi.org/10.1109/cisp-bmei51763.2020.9263601 Actions

Oct Segmentation Using Convolutional Neural Network

PROCEEDINGS ARTICLE published April 2020 in 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops)

Authors: Neetha George | Jiji CV

https://doi.org/10.1109/isbiworkshops50223.2020.9153418 Actions

EM-net: Deep learning for electron microscopy image segmentation

PROCEEDINGS ARTICLE published 10 January 2021 in 2020 25th International Conference on Pattern Recognition (ICPR)

Authors: Afshin Khadangi | Thomas Boudier | Vijay Rajagopal

https://doi.org/10.1109/icpr48806.2021.9413098 Actions

Multi-Receptive Atrous Convolutional Network for Semantic Segmentation

PROCEEDINGS ARTICLE published July 2020 in 2020 International Joint Conference on Neural Networks (IJCNN)

Authors: Mingyang Zhong | Brijesh Verma | Joseph Affum

https://doi.org/10.1109/ijcnn48605.2020.9207642 Actions

Superpixel Segmentation Via Convolutional Neural Networks with Regularized Information Maximization

PROCEEDINGS ARTICLE published May 2020 in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Authors: Teppei Suzuki

https://doi.org/10.1109/icassp40776.2020.9054140 Actions

3D Reconstruction From Monocular Images Based on Deep Convolutional Networks

PROCEEDINGS ARTICLE published 17 October 2020 in 2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

Authors: Yinhui Ren | Zhihui Wang | Daoerji Fan

https://doi.org/10.1109/cisp-bmei51763.2020.9263626 Actions

Extraction of cutting plans in craniosynostosis using convolutional neural networks

PROCEEDINGS ARTICLE published 17 October 2020 in 2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

Authors: He Jiabin | Luo Yangyu | Gong Jian

https://doi.org/10.1109/cisp-bmei51763.2020.9263523 Actions

Identification of kernels in a convolutional neural network: connections between the level set equation and deep learning for image segmentation

PROCEEDINGS ARTICLE published 10 March 2020 in Medical Imaging 2020: Image Processing

Authors: Jonas Actor | David T. Fuentes | Beatrice Riviere

Editors: Bennett A. Landman | Ivana Išgum

https://doi.org/10.1117/12.2548871 Actions

Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural Networks

PROCEEDINGS ARTICLE published July 2020 in 2020 International Joint Conference on Neural Networks (IJCNN)

Authors: Arthur Bridi Guazzelli | Mauro Roisenberg | Bruno B. Rodrigues

https://doi.org/10.1109/ijcnn48605.2020.9206661 Actions

Local Adaptive U-net for Medical Image Segmentation

PROCEEDINGS ARTICLE published 16 December 2020 in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Authors: Ning Liu | Liangliang Liu | Jianxin Wang

https://doi.org/10.1109/bibm49941.2020.9313515 Actions

Skinny: A Lightweight U-Net For Skin Detection And Segmentation

PROCEEDINGS ARTICLE published October 2020 in 2020 IEEE International Conference on Image Processing (ICIP)

Authors: Tomasz Tarasiewicz | Jakub Nalepa | Michal Kawulok

https://doi.org/10.1109/icip40778.2020.9191209 Actions

Breast Lesion Segmentation in Ultrasound Images Using Deep Convolutional Neural Networks

PROCEEDINGS ARTICLE published February 2020 in 2020 IEEE Calcutta Conference (CALCON)

Authors: Dipannita Ghosh | Amish Kumar | Palash Ghosal | Tamal Chowdhury | Anup Sadhu | Debashis Nandi

https://doi.org/10.1109/calcon49167.2020.9106568 Actions
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