Delineating Urban Functional Zones Using U-Net Deep Learning: Case Study of Kuancheng District, Changchun, China

por Yuewen Yang, Dongyan Wang, Zhuoran Yan, Shuwen Zhang
Publicado 2021

Self-Supervised Despeckling Algorithm with an Enhanced U-Net for Synthetic Aperture Radar Images

por Gang Zhang, Zhi Li, Xuewei Li, Sitong Liu
Publicado 2021

Application of a Convolutional Neural Network for the Detection of Sea Ice Leads

por Jay P. Hoffman, Steven A. Ackerman, Yinghui Liu, Jeffrey R. Key, Iain L. McConnell
Publicado 2021

A Novel Method for Extracting Time Series Information of Deformation Area of a Single Landslide Based on Improved U-Net Neural Network

por Bibo Dai, Bibo Dai, Bibo Dai, Yunmin Wang, Yunmin Wang, Chunyang Ye, Qihang Li, Canming Yuan, Song Lu, Song Lu, Yuyang Li
Publicado 2021

A study of generalization and compatibility performance of 3D U-Net segmentation on multiple heterogeneous liver CT datasets

por Baochun He, Dalong Yin, Xiaoxia Chen, Huoling Luo, Deqiang Xiao, Mu He, Guisheng Wang, Chihua Fang, Lianxin Liu, Fucang Jia
Publicado 2021

Central Object Segmentation by Deep Learning to Continuously Monitor Fruit Growth through RGB Images

por Motohisa Fukuda, Takashi Okuno, Shinya Yuki
Publicado 2021

A Novel Phase Unwrapping Method Used for Monitoring the Land Subsidence in Coal Mining Area Based on U-Net Convolutional Neural Network

por Zhiyong Wang, Lu Li, Yaran Yu, Jian Wang, Zhenjin Li, Wei Liu
Publicado 2021

Automatic Segmentation of Supraspinatus Muscle via Bone-Based Localization in Torso Computed Tomography Images Using U-Net

por Yuichi Wakamatsu, Naoki Kamiya, Xiangrong Zhou, Hiroki Kato, Takeshi Hara, Hiroshi Fujita
Publicado 2021

Neural Network Analysis for Microplastic Segmentation

por Gwanghee Lee, Kyoungson Jhang
Publicado 2021

Attention Enhanced U-Net for Building Extraction from Farmland Based on Google and WorldView-2 Remote Sensing Images

por Chuangnong Li, Lin Fu, Qing Zhu, Jun Zhu, Zheng Fang, Yakun Xie, Yukun Guo, Yuhang Gong
Publicado 2021

Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT

por You-Zhen Feng, Sidong Liu, Zhong-Yuan Cheng, Juan C. Quiroz, Dana Rezazadegan, Ping-Kang Chen, Qi-Ting Lin, Long Qian, Xiao-Fang Liu, Shlomo Berkovsky, Enrico Coiera, Lei Song, Xiao-Ming Qiu, Xiang-Ran Cai
Publicado 2021

Quantitative Characterization of the <i>γ</i>’ Phase Distribution in the Large-Scale Area of the Second-Generation Nickel-Based Single Crystal Blade DD5

por Weihao Wan, Dongling Li, Qingqing Zhou, Qiang Zeng, Xin Xue, Hui Shi, Haizhou Wang
Publicado 2021

A Modular U-Net for Automated Segmentation of X-Ray Tomography Images in Composite Materials

por João P. C. Bertoldo, Etienne Decencière , David Ryckelynck , Henry Proudhon
Publicado 2021

Road crack segmentation using an attention residual U-Net with generative adversarial

por Xing Hu, Minghui Yao, Dawei Zhang
Publicado 2021

Brain Tumor Segmentation of MRI Images Using Processed Image Driven U-Net Architecture

por Anuja Arora, Ambikesh Jayal, Mayank Gupta, Prakhar Mittal, Suresh Chandra Satapathy
Publicado 2021

Second-order ResU-Net for automatic MRI brain tumor segmentation

por Ning Sheng, Dongwei Liu, Jianxia Zhang, Chao Che, Jianxin Zhang
Publicado 2021

Multi-View Data Augmentation to Improve Wound Segmentation on 3D Surface Model by Deep Learning

por R. Niri, E. Gutierrez, H. Douzi, Y. Lucas, S. Treuillet, B. Castaneda, I. Hernandez
Publicado 2021

Design of a Facial Landmark Detection System Using a Dynamic Optical Flow Approach

por Bing-Fei Wu, Bo-Rui Chen, Chun-Fei Hsu
Publicado 2021

ChoroidNET: A Dense Dilated U-Net Model for Choroid Layer and Vessel Segmentation in Optical Coherence Tomography Images

por Tin Tin Khaing, Takayuki Okamoto, Chen Ye, Md. Abdul Mannan, Hirotaka Yokouchi, Kazuya Nakano, Pakinee Aimmanee, Stanislav S. Makhanov, Hideaki Haneishi
Publicado 2021

Full-view in vivo skin and blood vessels profile segmentation in photoacoustic imaging based on deep learning

por Cao Duong Ly, Van Tu Nguyen, Tan Hung Vo, Sudip Mondal, Sumin Park, Jaeyeop Choi, Thi Thu Ha Vu, Chang-Seok Kim, Junghwan Oh
Publicado 2022