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U-Net: Convolutional Networks for Biomedical Image Segmentation

BOOK CHAPTER published 2015 in Lecture Notes in Computer Science

Authors: Olaf Ronneberger | Philipp Fischer | Thomas Brox

https://doi.org/10.1007/978-3-319-24574-4_28 Actions

Segmentation of Microscopic Image of Colorants Using U-Net Based Deep Convolutional Networks for Material Appearance Design

BOOK CHAPTER published 2020 in Lecture Notes in Computer Science

Authors: Mari Tsunomura | Masami Shishikura | Toru Ishii | Ryo Takahashi | Norimichi Tsumura

https://doi.org/10.1007/978-3-030-51935-3_21 Actions

UG-Net: Unsupervised-Guided Network for Biomedical Image Segmentation and Classification

BOOK CHAPTER published 2023 in Artificial Neural Networks and Machine Learning – ICANN 2023

Authors: Zhiqiang Li | Xiaogen Zhou | Tong Tong

https://doi.org/10.1007/978-3-031-44213-1_17 Actions

Modified U-Net and CRF for Image Segmentation of Crop Images

BOOK CHAPTER published 2023 in Fourth International Conference on Image Processing and Capsule Networks

Authors: Shantanu Chakraborty | Rushikesh Sanap | Muddayya Swami | V. Z. Attar

https://doi.org/10.1007/978-981-99-7093-3_13 Actions

3D U-JAPA-Net: Mixture of Convolutional Networks for Abdominal Multi-organ CT Segmentation

BOOK CHAPTER published 2018 in Medical Image Computing and Computer Assisted Intervention – MICCAI 2018

Authors: Hideki Kakeya | Toshiyuki Okada | Yukio Oshiro

https://doi.org/10.1007/978-3-030-00937-3_49 Actions

MS-Net: Mixed-Supervision Fully-Convolutional Networks for Full-Resolution Segmentation

BOOK CHAPTER published 2018 in Medical Image Computing and Computer Assisted Intervention – MICCAI 2018

Authors: Meet P. Shah | S. N. Merchant | Suyash P. Awate

https://doi.org/10.1007/978-3-030-00937-3_44 Actions

Fuzzy Net for Image Processing Applications: Image Segmentation

BOOK CHAPTER published 2023 in Micro-Electronics and Telecommunication Engineering

Authors: Huda A. Alameen | Noor Riyadh Kareem | Sundus Q. Habeeb

https://doi.org/10.1007/978-981-19-9512-5_56 Actions

Trident U-Net: An Encoder Fusion for Improved Biomedical Image Segmentation

BOOK CHAPTER published 2021 in Bioengineering and Biomedical Signal and Image Processing

Authors: Rajdeep Chatterjee | Soham Roy | SK Hafizul Islam

https://doi.org/10.1007/978-3-030-88163-4_14 Actions

Segmentation of Sidewalk for Visually Impaired Using Convolutional Network U-Net

BOOK CHAPTER published 2023 in Emerging Technologies in Data Mining and Information Security

Authors: Amit Chaudhary | Prabhat Verma

https://doi.org/10.1007/978-981-19-4193-1_42 Actions

TPUAR-Net: Two Parallel U-Net with Asymmetric Residual-Based Deep Convolutional Neural Network for Brain Tumor Segmentation

BOOK CHAPTER published 2019 in Lecture Notes in Computer Science

Authors: Mahmoud Khaled Abd-Ellah | Ashraf A. M. Khalaf | Ali Ismail Awad | Hesham F. A. Hamed

https://doi.org/10.1007/978-3-030-27272-2_9 Actions

Hard Margin SVM for Biomedical Image Segmentation

BOOK CHAPTER published 2005 in Advances in Neural Networks – ISNN 2005

Authors: Chen Pan | Xiangguo Yan | Chongxun Zheng

https://doi.org/10.1007/11427469_120 Actions

MRI Cardiac Images Segmentation and Anomaly Detection Using U-Net Convolutional Neural Networks

BOOK CHAPTER published 2022 in Advances in Data Computing, Communication and Security

Authors: Kriti Srikanth | Sapna Sadhwani | Siddhaling Urolagin

https://doi.org/10.1007/978-981-16-8403-6_42 Actions

An Ensemble of 2D Convolutional Neural Networks for Tumor Segmentation

BOOK CHAPTER published 2015 in Image Analysis

Authors: Mark Lyksborg | Oula Puonti | Mikael Agn | Rasmus Larsen

https://doi.org/10.1007/978-3-319-19665-7_17 Actions

Robust Abdominal Organ Segmentation Using Regional Convolutional Neural Networks

BOOK CHAPTER published 2017 in Image Analysis

Authors: Måns Larsson | Yuhang Zhang | Fredrik Kahl

https://doi.org/10.1007/978-3-319-59129-2_4 Actions

Segmentation of Multiple Structures in Chest Radiographs Using Multi-task Fully Convolutional Networks

BOOK CHAPTER published 2017 in Image Analysis

Authors: Chunliang Wang

https://doi.org/10.1007/978-3-319-59129-2_24 Actions

Fuzzy U-Net Neural Network Design for Image Segmentation

BOOK CHAPTER published 2022 in Contemporary Methods in Bioinformatics and Biomedicine and Their Applications

Authors: Mark Kirichev | Todor Slavov | Galina Momcheva

https://doi.org/10.1007/978-3-030-96638-6_19 Actions

Segmentation of the Retinal Reflex in Brückner Test Images Using U-Net Convolutional Network

BOOK CHAPTER published 2018 in Lecture Notes in Computer Science

Authors: Italo Francyles Santos da Silva | João Dallyson Sousa de Almeida | Jorge Antonio Meireles Teixeira | Geraldo Braz Junior | Anselmo Cardoso de Paiva

https://doi.org/10.1007/978-3-319-93000-8_77 Actions

Q-Net: Query-Informed Few-Shot Medical Image Segmentation

BOOK CHAPTER published 2024 in Lecture Notes in Networks and Systems

Authors: Qianqian Shen | Yanan Li | Jiyong Jin | Bin Liu

https://doi.org/10.1007/978-3-031-47724-9_40 Actions

Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks

BOOK CHAPTER published 2017 in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

Authors: Sangheum Hwang | Sunggyun Park

https://doi.org/10.1007/978-3-319-67558-9_11 Actions

Correl-Net: Defect Segmentation in Old Films Using Correlation Networks

BOOK CHAPTER published 2023 in Image Analysis

Authors: Arthur Renaudeau | Travis Seng | Axel Carlier | Jean-Denis Durou

https://doi.org/10.1007/978-3-031-31438-4_17 Actions
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