Automatic Pollen Classification and Segmentation Using U-Nets and Synthetic Data-Reference-Cited by-同舟云学术

Automatic Pollen Classification and Segmentation Using U-Nets and Synthetic Data

Published:2022 Issue: Volume:10 Page:73675-73684
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Boldeanu Mihai¹^ORCID,Gonzalez-Alonso Monica²^ORCID,Cucu Horia¹^ORCID,Burileanu Corneliu¹^ORCID,Maya-Manzano Jose Maria³^ORCID,Buters Jeroen Titus Maria³

Affiliation:

1. Speech and Dialogue Research Laboratory, Politehnica University of Bucharest, Bucharest, Romania

2. Environmental Biology Department, University of Navarra, Pamplona, Spain

3. Center of Allergy and Environment (ZAUM) and Helmholtz Center, Technical University of Munich, Munich, Germany

Funder

Grant of the Romanian Ministry of Education and Research, CCCDI—UEFISCDI

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/6287639/9668973/09817105.pdf?arnumber=9817105

Reference41 articles.

1. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;Proc Int Conf Mach Learn,2015

2. Deep learning using rectified linear units (ReLU);agarap;arXiv 1803 08375,2018

3. Extensibility of U-Net Neural Network Model for Hydrographic Feature Extraction and Implications for Hydrologic Modeling

4. Land cover classification from satellite imagery with U-Net and Lovász-softmax loss;rakhlin;Proc IEEE/CVF Conf Comput Vis Pattern Recognit Workshops (CVPRW),2018

5. Microscopy cell nuclei segmentation with enhanced U-Net

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Alternaria spore exposure in Bavaria, Germany, measured using artificial intelligence algorithms in a network of BAA500 automatic pollen monitors;Science of The Total Environment;2023-02

2. Advanced CNN Architectures for Pollen Classification: Design and Comprehensive Evaluation;Applied Artificial Intelligence;2022-12-21