Classification, identification, and growth stage estimation of microalgae based on transmission hyperspectral microscopic imaging and machine learning
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Classification, identification, and growth stage estimation of microalgae based on transmission hyperspectral microscopic imaging and machine learning
Authors
Keywords
-
Journal
OPTICS EXPRESS
Volume 28, Issue 21, Pages 30686
Publisher
The Optical Society
Online
2020-09-24
DOI
10.1364/oe.406036
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- How much benthic information can be retrieved with hyperspectral sensor from the optically complex coastal waters?
- (2020) Ele Vahtmäe et al. Journal of Applied Remote Sensing
- Rise of Raman spectroscopy in neurosurgery: a review
- (2020) Damon DePaoli et al. JOURNAL OF BIOMEDICAL OPTICS
- Hyperspectral and multispectral imaging in digital and computational pathology: a systematic review [Invited]
- (2020) Samuel Ortega et al. Biomedical Optics Express
- Compact Dual-Channel (Hyperspectral and Video) Endoscopy
- (2020) Fuhong Cai et al. Frontiers in Physics
- Multi-mode Microscopic Hyperspectral Imager for the Sensing of Biological Samples
- (2020) Zhanpeng Xu et al. Applied Sciences-Basel
- High performance image mapping spectrometer (IMS) for snapshot hyperspectral imaging applications
- (2019) Michal E. Pawlowski et al. OPTICS EXPRESS
- Rapid identification of rice species by laser-induced breakdown spectroscopy combined with pattern recognition
- (2019) Ziyi Luo et al. APPLIED OPTICS
- Light-guide snapshot imaging spectrometer for remote sensing applications
- (2019) Ye Wang et al. OPTICS EXPRESS
- Non-invasive and rapid pH monitoring for meat quality assessment using a low-cost portable hyperspectral scanner
- (2019) Xinli Yao et al. MEAT SCIENCE
- Deep learning enabled real time speckle recognition and hyperspectral imaging using a multimode fiber array
- (2019) Ulas Kürüm et al. OPTICS EXPRESS
- Deep Learning for Hyperspectral Image Classification: An Overview
- (2019) Shutao Li et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Optical biopsy identification and grading of gliomas using label-free visible resonance Raman spectroscopy
- (2019) Yan Zhou et al. JOURNAL OF BIOMEDICAL OPTICS
- Hyperspectral Raman microscopy can accurately differentiate single cells of different human thyroid nodules
- (2019) Marcos A. S. de Oliveira et al. Biomedical Optics Express
- Detection of pancreatic tumor cell nuclei via a hyperspectral analysis of pathological slides based on stain spectra
- (2019) Masahiro Ishikawa et al. Biomedical Optics Express
- Optical classification of inland waters based on an improved Fuzzy C-Means method
- (2019) Shun Bi et al. OPTICS EXPRESS
- Tumor tissue classification based on micro-hyperspectral technology and deep learning
- (2019) Bingliang Hu et al. Biomedical Optics Express
- The design and implementation of portable rotational scanning imaging spectrometer
- (2019) Fuhong Cai et al. OPTICS COMMUNICATIONS
- Handheld four-dimensional optical sensor
- (2019) Fuhong Cai et al. OPTIK
- Underwater hyperspectral imaging: a new tool for marine archaeology
- (2018) Øyvind Ødegård et al. APPLIED OPTICS
- Antialgal compounds with antialgal activity against the common red tide microalgae from a green algae Ulva pertusa
- (2018) Ying-ying Sun et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- The design and implementation of a low-cost multispectral endoscopy through galvo scanning of a fiber bundle
- (2018) Fuhong Cai et al. OPTICS COMMUNICATIONS
- Assessment of physiological responses and growth phases of different microalgae under environmental changes by Raman spectroscopy with chemometrics
- (2018) Shixuan He et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- Dual-type hyperspectral microscopic imaging for the identification and analysis of intestinal fungi
- (2018) Sifan Lin et al. Biomedical Optics Express
- Species identification and survival competition analysis of microalgae via hyperspectral microscopic images
- (2018) Xiaolin Bi et al. OPTIK
- Toxicity of sulfamethazine and sulfamethoxazole and their removal by a green microalga, Scenedesmus obliquus
- (2018) Jiu-Qiang Xiong et al. CHEMOSPHERE
- Identification of microalgae by hyperspectral microscopic imaging system
- (2017) Lin Wei et al. SPECTROSCOPY LETTERS
- Advanced Spectral Classifiers for Hyperspectral Images: A review
- (2017) Pedram Ghamisi et al. IEEE Geoscience and Remote Sensing Magazine
- A mobile device-based imaging spectrometer for environmental monitoring by attaching a lightweight small module to a commercial digital camera
- (2017) Fuhong Cai et al. Scientific Reports
- Optical classification and characterization of marine particle assemblages within the western Arctic Ocean
- (2016) Griet Neukermans et al. LIMNOLOGY AND OCEANOGRAPHY
- Estimation of chlorophyll-a concentration of different seasons in outdoor ponds using hyperspectral imaging
- (2016) Lu Wang et al. TALANTA
- Comparing Four Dimension Reduction Algorithms to Classify Algae Concentration Levels in Water Samples Using Hyperspectral Imaging
- (2016) Hongbin Pu et al. WATER AIR AND SOIL POLLUTION
- Identification of pesticide varieties by testing microalgae using Visible/Near Infrared Hyperspectral Imaging technology
- (2016) Yongni Shao et al. Scientific Reports
- Evaluation of various techniques for microalgal biomass quantification
- (2015) Mohammad H. Sarrafzadeh et al. JOURNAL OF BIOTECHNOLOGY
- BROADBAND NANOANTENNAS FOR PLASMON ENHANCED FLUORESCENCE AND RAMAN SPECTROSCOPIES
- (2015) Zhengdong Yong et al. Progress in Electromagnetics Research-PIER
- Assessing phytoplankton community composition from hyperspectral measurements of phytoplankton absorption coefficient and remote-sensing reflectance in open-ocean environments
- (2015) Julia Uitz et al. REMOTE SENSING OF ENVIRONMENT
- Use of Hyperspectral Imaging to Discriminate the Variety and Quality of Rice
- (2014) Lu Wang et al. Food Analytical Methods
- Medical hyperspectral imaging: a review
- (2014) Guolan Lu et al. JOURNAL OF BIOMEDICAL OPTICS
- LIBSVM
- (2012) Chih-Chung Chang et al. ACM Transactions on Intelligent Systems and Technology
- Remote Sensing of Shallow Coastal Benthic Substrates: In situ Spectra and Mapping of Eelgrass (Zostera marina) in the Gulf Islands National Park Reserve of Canada
- (2011) Jennifer D. O’Neill et al. Remote Sensing
- Mapping of coral reefs using hyperspectral CASI data; a case study: Fordata, Tanimbar, Indonesia
- (2008) L. Bertels et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More