Identification of microplastics based on the fractal properties of their holographic fingerprint
Water plastic pollution is a serious problem affecting sealife, marine habitats, and the food
chain. Artificial intelligence-enabled coherent imaging has recently shown exciting …
chain. Artificial intelligence-enabled coherent imaging has recently shown exciting …
Searching and identifying microplastics in marine environment by digital holography⋆
Microplastics (MP) have gained enormous attention in the last years as they are among the
major contaminants of soil and oceans, able to insert themselves in the food chain and …
major contaminants of soil and oceans, able to insert themselves in the food chain and …
Intelligent polarization-sensitive holographic flow-cytometer: Towards specificity in classifying natural and microplastic fibers
Micron size fiber fragments (MFFs), both natural and synthetic, are ubiquitous in our life,
especially in textile clothes, being necessary in modern society. In the Earth's aquatic …
especially in textile clothes, being necessary in modern society. In the Earth's aquatic …
Microplastic identification via holographic imaging and machine learning
Microplastics (MPs) are a major environmental concern due to their possible impact on
water pollution, wildlife, and the food chain. Reliable, rapid, and high‐throughput screening …
water pollution, wildlife, and the food chain. Reliable, rapid, and high‐throughput screening …
Microplastic pollution monitoring with holographic classification and deep learning
The observation and detection of the microplastic pollutants generated by industrial
manufacturing require the use of precise optical systems. Digital holography is well suited …
manufacturing require the use of precise optical systems. Digital holography is well suited …
Automatic classification of marine plankton with digital holography using convolutional neural network
The observation, statistics and classification of marine plankton are the basis of marine
ecological research. In recent years, digital holography technology has been widely used in …
ecological research. In recent years, digital holography technology has been widely used in …
Learning diatoms classification from a dry test slide by holographic microscopy
Diatoms are among the dominant phytoplankters in marine and freshwater habitats, and
important biomarkers of water quality, making their identification and classification one of the …
important biomarkers of water quality, making their identification and classification one of the …
A Review of Holography in the Aquatic Sciences: In situ Characterization of Particles, Plankton, and Small Scale Biophysical Interactions
AR Nayak, E Malkiel, MN McFarland… - Frontiers in Marine …, 2021 - frontiersin.org
The characterization of particle and plankton populations, as well as microscale biophysical
interactions, is critical to several important research areas in oceanography and limnology. A …
interactions, is critical to several important research areas in oceanography and limnology. A …
Toward an all-optical fingerprint of synthetic and natural microplastic fibers by polarization-sensitive holographic microscopy
Microplastic fibers from synthetic textiles have been indicated as a major source of pollution
because millions of fibers are released into the environment by laundry washing. In fact …
because millions of fibers are released into the environment by laundry washing. In fact …
Deep learning-based accurate and rapid tracking of 3D positional information of microparticles using digital holographic microscopy
SJ Lee, GY Yoon, T Go - Experiments in fluids, 2019 - Springer
Digital holographic microscopy (DHM) encrypts three-dimensional (3D) volumetric
information of a test sample in the form of diffraction patterns. Computationally intensive …
information of a test sample in the form of diffraction patterns. Computationally intensive …