Computational imaging and artificial intelligence: The next revolution of mobile vision

J Suo, W Zhang, J Gong, X Yuan… - Proceedings of the …, 2023 - ieeexplore.ieee.org
Signal capture is at the forefront of perceiving and understanding the environment; thus,
imaging plays a pivotal role in mobile vision. Recent unprecedented progress in artificial …

Motion-resolved, reference-free holographic imaging via spatiotemporally regularized inversion

Y Gao, L Cao - Optica, 2024 - opg.optica.org
Holography is a powerful technique that records the amplitude and phase of an optical field
simultaneously, enabling a variety of applications such as label-free biomedical analysis …

[HTML][HTML] A decade review of video compressive sensing: A roadmap to practical applications

Z Zhang, S Zheng, M Qiu, G Situ, DJ Brady, Q Dai… - Engineering, 2024 - Elsevier
It has been over a decade since the first coded aperture video compressive sensing (CS)
system was reported. The underlying principle of this technology is to employ a high …

Snapshot spectral compressive imaging reconstruction using convolution and contextual transformer

L Wang, Z Wu, Y Zhong, X Yuan - Photonics Research, 2022 - opg.optica.org
Spectral compressive imaging (SCI) is able to encode a high-dimensional hyperspectral
image into a two-dimensional snapshot measurement, and then use algorithms to …

Space‐Time Projection Enabled Ultrafast All‐Optical Diffractive Neural Network

Z Zhang, F Feng, J Gan, W Lin, G Chen… - Laser & Photonics …, 2024 - Wiley Online Library
All‐optical neural networks have advantages in higher throughput, higher speed as well as
lower energy consumption compared to electrical neural networks. Optical neural networks …

Deep optics for video snapshot compressive imaging

P Wang, L Wang, X Yuan - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Video snapshot compressive imaging (SCI) aims to capture a sequence of video frames with
only a single shot of a 2D detector, whose backbones rest in optical modulation patterns …

Ensemble learning priors driven deep unfolding for scalable video snapshot compressive imaging

C Yang, S Zhang, X Yuan - European Conference on Computer Vision, 2022 - Springer
Snapshot compressive imaging (SCI) can record a 3D datacube by a 2D measurement and
algorithmically reconstruct the desired 3D information from that 2D measurement. The …

Revealing the preference for correcting separated aberrations in joint optic-image design

J Zhou, S Chen, Z Ren, W Zhang, J Yan, H Feng… - Optics and Lasers in …, 2024 - Elsevier
The joint design of the optical system and the downstream algorithm is a challenging and
promising task. Due to the demand for balancing the global optima of imaging systems and …

Adaptive deep pnp algorithm for video snapshot compressive imaging

Z Wu, C Yang, X Su, X Yuan - International Journal of Computer Vision, 2023 - Springer
Video Snapshot compressive imaging (SCI) is a promising technique to capture high-speed
videos, which transforms the imaging speed from the detector to mask modulating and only …

Incoherent diffractive optical elements for extendable field-of-view imaging

T Igarashi, M Naruse, R Horisaki - Optics Express, 2023 - opg.optica.org
We present a diffractive optics design for incoherent imaging with an extendable field-of-
view. In our design method, multiple layers of diffractive optical elements (DOEs) are …