Effect of deep transfer and multi-task learning on sperm abnormality detection DOI
Amir Abbasi, Erfan Miahi, Seyed Abolghasem Mirroshandel

et al.

Computers in Biology and Medicine, Journal Year: 2020, Volume and Issue: 128, P. 104121 - 104121

Published: Nov. 21, 2020

Language: Английский

Recent advancements and applications in 3D printing of functional optics DOI
Yizhen Zhu, Tengteng Tang,

Suyi Zhao

et al.

Additive manufacturing, Journal Year: 2022, Volume and Issue: 52, P. 102682 - 102682

Published: Feb. 12, 2022

Language: Английский

Citations

98

Roadmap for optical tweezers DOI Creative Commons
Giovanni Volpe, Onofrio M. Maragò, Halina Rubinsztein‐Dunlop

et al.

Journal of Physics Photonics, Journal Year: 2023, Volume and Issue: 5(2), P. 022501 - 022501

Published: Jan. 23, 2023

Abstract Optical tweezers are tools made of light that enable contactless pushing, trapping, and manipulation objects, ranging from atoms to space sails. Since the pioneering work by Arthur Ashkin in 1970s, optical have evolved into sophisticated instruments been employed a broad range applications life sciences, physics, engineering. These include accurate force torque measurement at femtonewton level, microrheology complex fluids, single micro- nano-particle spectroscopy, single-cell analysis, statistical-physics experiments. This roadmap provides insights current investigations involving forces their theoretical foundations designs setups. It also offers perspectives for wide research fields, biophysics exploration.

Language: Английский

Citations

94

Optical wafer defect inspection at the 10 nm technology node and beyond DOI Creative Commons
Jinlong Zhu, Jiamin Liu,

Tianlai Xu

et al.

International Journal of Extreme Manufacturing, Journal Year: 2022, Volume and Issue: 4(3), P. 032001 - 032001

Published: April 6, 2022

Abstract The growing demand for electronic devices, smart and the Internet of Things constitutes primary driving force marching down path decreased critical dimension increased circuit intricacy integrated circuits. However, as sub-10 nm high-volume manufacturing is becoming mainstream, there greater awareness that defects introduced by original equipment manufacturer components impact yield costs. identification, positioning, classification these defects, including random particles systematic are more challenging at 10 node beyond. Very recently, combination conventional optical defect inspection with emerging techniques such nanophotonics, vortices, computational imaging, quantitative phase deep learning giving field a new possibility. Hence, it extremely necessary to make thorough review disclosing perspectives exciting trends, on foundation former great reviews in methods. In this article, we give comprehensive topics past decade focus three specific areas: (a) detectability evaluation, (b) diverse systems, (c) post-processing algorithms. We hope, work can be importance both entrants people who seeking use interdisciplinary work.

Language: Английский

Citations

79

The state-of-the-art in computer generated holography for 3D display DOI Creative Commons
David Blinder, Tobias Birnbaum, Tomoyoshi Ito

et al.

Deleted Journal, Journal Year: 2022, Volume and Issue: 3(3), P. 1 - 1

Published: Jan. 1, 2022

Holographic displays have the promise to be ultimate 3D display technology, able account for all visual cues. Recent advances in photonics and electronics gave rise high-resolution holographic prototypes, indicating that they may become widely available near future. One major challenge driving those systems is computational: computer generated holography (CGH) consists of numerically simulating diffraction, which very computationally intensive. Our goal this paper give a broad overview state-of-the-art CGH. We make classification modern CGH algorithms, we describe different algorithmic acceleration techniques, discuss latest dedicated hardware solutions indicate how evaluate perceptual quality summarize our findings, remaining challenges projections on future

Language: Английский

Citations

73

PhaseCam3D — Learning Phase Masks for Passive Single View Depth Estimation DOI
Yicheng Wu, Vivek Boominathan, Huaijin Chen

et al.

Published: May 1, 2019

There is an increasing need for passive 3D scanning in many applications that have stringent energy constraints. In this paper, we present approach single frame, viewpoint, imaging using a phase mask at the aperture plane of camera. Our relies on end-to-end optimization framework to jointly learn optimal and reconstruction algorithm allows accurate estimation range image from captured data. Using our framework, design new performs significantly better than existing approaches. We build prototype by inserting fabricated photolithography into conventional camera show compelling performance imaging.

Language: Английский

Citations

122

Roadmap on Digital Holography-Based Quantitative Phase Imaging DOI Creative Commons
Vinoth Balasubramani, Małgorzata Kujawińska, Cédric Allier

et al.

Journal of Imaging, Journal Year: 2021, Volume and Issue: 7(12), P. 252 - 252

Published: Nov. 26, 2021

Quantitative Phase Imaging (QPI) provides unique means for the imaging of biological or technical microstructures, merging beneficial features identified with microscopy, interferometry, holography, and numerical computations. This roadmap article reviews several digital holography-based QPI approaches developed by prominent research groups. It also briefly discusses present future perspectives 2D 3D based on holographic tomography, their applications.

Language: Английский

Citations

61

Deep-Learning Computational Holography: A Review DOI Creative Commons
Tomoyoshi Shimobaba, David Blinder, Tobias Birnbaum

et al.

Frontiers in Photonics, Journal Year: 2022, Volume and Issue: 3

Published: March 28, 2022

Deep learning has been developing rapidly, and many holographic applications have investigated using deep learning. They shown that can outperform previous physically-based calculations lightwave simulation signal processing. This review focuses on computational holography, including computer-generated holograms, displays, digital We also discuss our personal views the promise, limitations future potential of in holography.

Language: Английский

Citations

58

Toward immersive communications in 6G DOI Creative Commons
Xuemin Shen, Jie Gao, Mushu Li

et al.

Frontiers in Computer Science, Journal Year: 2023, Volume and Issue: 4

Published: Jan. 11, 2023

The sixth generation (6G) networks are expected to enable immersive communications and bridge the physical virtual worlds. Integrating extended reality, holography, haptics, will revolutionize how people work, entertain, communicate by enabling lifelike interactions. However, unprecedented demand for data transmission rate stringent requirements on latency reliability create challenges 6G support communications. In this survey article, we present prospect of investigate emerging solutions corresponding 6G. First, introduce use cases communications, in fields entertainment, education, healthcare. Second, concepts including haptic communication, holographic their basic implementation procedures, terms rate, latency, reliability. Third, summarize potential addressing from aspects computing, networking. Finally, discuss future research directions conclude study.

Language: Английский

Citations

35

Roadmap on computational methods in optical imaging and holography [invited] DOI Creative Commons
Joseph Rosen, Simon Alford, Blake M. Allan

et al.

Applied Physics B, Journal Year: 2024, Volume and Issue: 130(9)

Published: Aug. 29, 2024

Computational methods have been established as cornerstones in optical imaging and holography recent years. Every year, the dependence of on computational is increasing significantly to extent that components are being completely efficiently replaced with at low cost. This roadmap reviews current scenario four major areas namely incoherent digital holography, quantitative phase imaging, through scattering layers, super-resolution imaging. In addition registering perspectives modern-day architects above research areas, also reports some latest studies topic. codes pseudocodes presented for a plug-and-play fashion readers not only read understand but practice algorithms their data. We believe this will be valuable tool analyzing trends predict prepare future holography.

Language: Английский

Citations

13

Hyperspectral vision beyond 3D: A review DOI
Maria Merin Antony,

C. S. Suchand Sandeep,

Murukeshan Vadakke Matham

et al.

Optics and Lasers in Engineering, Journal Year: 2024, Volume and Issue: 178, P. 108238 - 108238

Published: April 17, 2024

Language: Английский

Citations

11